{
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "# Data Explorer\n",
        "\n",
        "nteract has a built-in way to visualize data frames dynamically.\n",
        "\n",
        "We've call it the **Data Explorer**.\n",
        "\nTo get started with it quickly, you'll need to import pandas and enable their `display.html.table_schema` mode:"
      ],
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\n",
        "from vdom import pre\n",
        "\n",
        "pd.options.display.html.table_schema = True # Data Explorer On!\n",
        "pd.options.display.max_rows = None # Send all the data! (careful!)"
      ],
      "outputs": [],
      "execution_count": 7,
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": [
        "Now we can load in data and visualize it quickly."
      ],
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "df = pd.read_csv(\n",
        "  \"https://gist.githubusercontent.com/rgbkrk/a7984a8788a73e2afb8fd4b89c8ec6de/raw/db8d1db9f878ed448c3cac3eb3c9c0dc5e80891e/2015.csv\"\n",
        ")"
      ],
      "outputs": [],
      "execution_count": 2,
      "metadata": {
        "collapsed": false,
        "inputHidden": false,
        "outputHidden": false
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "To get started with this data set, lets look at just one region. Click on the bar chart icon on the right of the graphic to get started, then try changing the metric being looked at."
      ],
      "metadata": {}
    },
    {
      "cell_type": "code",
      "source": [
        "display(pre(\"Note: This data is sampled\"))\n",
        "df"
      ],
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "application/vdom.v1+json": {
              "tagName": "pre",
              "attributes": {},
              "children": "Note: This data is sampled"
            },
            "text/plain": [
              "<pre />"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "execution_count": 8,
          "data": {
            "text/plain": [
              "                      Country                           Region  \\\n",
              "0                 Switzerland                   Western Europe   \n",
              "1                     Iceland                   Western Europe   \n",
              "2                     Denmark                   Western Europe   \n",
              "3                      Norway                   Western Europe   \n",
              "4                      Canada                    North America   \n",
              "5                     Finland                   Western Europe   \n",
              "6                 Netherlands                   Western Europe   \n",
              "7                      Sweden                   Western Europe   \n",
              "8                 New Zealand        Australia and New Zealand   \n",
              "9                   Australia        Australia and New Zealand   \n",
              "10                     Israel  Middle East and Northern Africa   \n",
              "11                 Costa Rica      Latin America and Caribbean   \n",
              "12                    Austria                   Western Europe   \n",
              "13                     Mexico      Latin America and Caribbean   \n",
              "14              United States                    North America   \n",
              "15                     Brazil      Latin America and Caribbean   \n",
              "16                 Luxembourg                   Western Europe   \n",
              "17                    Ireland                   Western Europe   \n",
              "18                    Belgium                   Western Europe   \n",
              "19       United Arab Emirates  Middle East and Northern Africa   \n",
              "20             United Kingdom                   Western Europe   \n",
              "21                       Oman  Middle East and Northern Africa   \n",
              "22                  Venezuela      Latin America and Caribbean   \n",
              "23                  Singapore                Southeastern Asia   \n",
              "24                     Panama      Latin America and Caribbean   \n",
              "25                    Germany                   Western Europe   \n",
              "26                      Chile      Latin America and Caribbean   \n",
              "27                      Qatar  Middle East and Northern Africa   \n",
              "28                     France                   Western Europe   \n",
              "29                  Argentina      Latin America and Caribbean   \n",
              "30             Czech Republic       Central and Eastern Europe   \n",
              "31                    Uruguay      Latin America and Caribbean   \n",
              "32                   Colombia      Latin America and Caribbean   \n",
              "33                   Thailand                Southeastern Asia   \n",
              "34               Saudi Arabia  Middle East and Northern Africa   \n",
              "35                      Spain                   Western Europe   \n",
              "36                      Malta                   Western Europe   \n",
              "37                     Taiwan                     Eastern Asia   \n",
              "38                     Kuwait  Middle East and Northern Africa   \n",
              "39                   Suriname      Latin America and Caribbean   \n",
              "40        Trinidad and Tobago      Latin America and Caribbean   \n",
              "41                El Salvador      Latin America and Caribbean   \n",
              "42                  Guatemala      Latin America and Caribbean   \n",
              "43                 Uzbekistan       Central and Eastern Europe   \n",
              "44                   Slovakia       Central and Eastern Europe   \n",
              "45                      Japan                     Eastern Asia   \n",
              "46                South Korea                     Eastern Asia   \n",
              "47                    Ecuador      Latin America and Caribbean   \n",
              "48                    Bahrain  Middle East and Northern Africa   \n",
              "49                      Italy                   Western Europe   \n",
              "50                    Bolivia      Latin America and Caribbean   \n",
              "51                    Moldova       Central and Eastern Europe   \n",
              "52                   Paraguay      Latin America and Caribbean   \n",
              "53                 Kazakhstan       Central and Eastern Europe   \n",
              "54                   Slovenia       Central and Eastern Europe   \n",
              "55                  Lithuania       Central and Eastern Europe   \n",
              "56                  Nicaragua      Latin America and Caribbean   \n",
              "57                       Peru      Latin America and Caribbean   \n",
              "58                    Belarus       Central and Eastern Europe   \n",
              "59                     Poland       Central and Eastern Europe   \n",
              "60                   Malaysia                Southeastern Asia   \n",
              "61                    Croatia       Central and Eastern Europe   \n",
              "62                      Libya  Middle East and Northern Africa   \n",
              "63                     Russia       Central and Eastern Europe   \n",
              "64                    Jamaica      Latin America and Caribbean   \n",
              "65               North Cyprus                   Western Europe   \n",
              "66                     Cyprus                   Western Europe   \n",
              "67                    Algeria  Middle East and Northern Africa   \n",
              "68                     Kosovo       Central and Eastern Europe   \n",
              "69               Turkmenistan       Central and Eastern Europe   \n",
              "70                  Mauritius               Sub-Saharan Africa   \n",
              "71                  Hong Kong                     Eastern Asia   \n",
              "72                    Estonia       Central and Eastern Europe   \n",
              "73                  Indonesia                Southeastern Asia   \n",
              "74                    Vietnam                Southeastern Asia   \n",
              "75                     Turkey  Middle East and Northern Africa   \n",
              "76                 Kyrgyzstan       Central and Eastern Europe   \n",
              "77                    Nigeria               Sub-Saharan Africa   \n",
              "78                     Bhutan                    Southern Asia   \n",
              "79                 Azerbaijan       Central and Eastern Europe   \n",
              "80                   Pakistan                    Southern Asia   \n",
              "81                     Jordan  Middle East and Northern Africa   \n",
              "82                 Montenegro       Central and Eastern Europe   \n",
              "83                      China                     Eastern Asia   \n",
              "84                     Zambia               Sub-Saharan Africa   \n",
              "85                    Romania       Central and Eastern Europe   \n",
              "86                     Serbia       Central and Eastern Europe   \n",
              "87                   Portugal                   Western Europe   \n",
              "88                     Latvia       Central and Eastern Europe   \n",
              "89                Philippines                Southeastern Asia   \n",
              "90          Somaliland region               Sub-Saharan Africa   \n",
              "91                    Morocco  Middle East and Northern Africa   \n",
              "92                  Macedonia       Central and Eastern Europe   \n",
              "93                 Mozambique               Sub-Saharan Africa   \n",
              "94                    Albania       Central and Eastern Europe   \n",
              "95     Bosnia and Herzegovina       Central and Eastern Europe   \n",
              "96                    Lesotho               Sub-Saharan Africa   \n",
              "97         Dominican Republic      Latin America and Caribbean   \n",
              "98                       Laos                Southeastern Asia   \n",
              "99                   Mongolia                     Eastern Asia   \n",
              "100                 Swaziland               Sub-Saharan Africa   \n",
              "101                    Greece                   Western Europe   \n",
              "102                   Lebanon  Middle East and Northern Africa   \n",
              "103                   Hungary       Central and Eastern Europe   \n",
              "104                  Honduras      Latin America and Caribbean   \n",
              "105                Tajikistan       Central and Eastern Europe   \n",
              "106                   Tunisia  Middle East and Northern Africa   \n",
              "107   Palestinian Territories  Middle East and Northern Africa   \n",
              "108                Bangladesh                    Southern Asia   \n",
              "109                      Iran  Middle East and Northern Africa   \n",
              "110                   Ukraine       Central and Eastern Europe   \n",
              "111                      Iraq  Middle East and Northern Africa   \n",
              "112              South Africa               Sub-Saharan Africa   \n",
              "113                     Ghana               Sub-Saharan Africa   \n",
              "114                  Zimbabwe               Sub-Saharan Africa   \n",
              "115                   Liberia               Sub-Saharan Africa   \n",
              "116                     India                    Southern Asia   \n",
              "117                     Sudan               Sub-Saharan Africa   \n",
              "118                     Haiti      Latin America and Caribbean   \n",
              "119          Congo (Kinshasa)               Sub-Saharan Africa   \n",
              "120                     Nepal                    Southern Asia   \n",
              "121                  Ethiopia               Sub-Saharan Africa   \n",
              "122              Sierra Leone               Sub-Saharan Africa   \n",
              "123                Mauritania               Sub-Saharan Africa   \n",
              "124                     Kenya               Sub-Saharan Africa   \n",
              "125                  Djibouti               Sub-Saharan Africa   \n",
              "126                   Armenia       Central and Eastern Europe   \n",
              "127                  Botswana               Sub-Saharan Africa   \n",
              "128                   Myanmar                Southeastern Asia   \n",
              "129                   Georgia       Central and Eastern Europe   \n",
              "130                    Malawi               Sub-Saharan Africa   \n",
              "131                 Sri Lanka                    Southern Asia   \n",
              "132                  Cameroon               Sub-Saharan Africa   \n",
              "133                  Bulgaria       Central and Eastern Europe   \n",
              "134                     Egypt  Middle East and Northern Africa   \n",
              "135                     Yemen  Middle East and Northern Africa   \n",
              "136                    Angola               Sub-Saharan Africa   \n",
              "137                      Mali               Sub-Saharan Africa   \n",
              "138       Congo (Brazzaville)               Sub-Saharan Africa   \n",
              "139                   Comoros               Sub-Saharan Africa   \n",
              "140                    Uganda               Sub-Saharan Africa   \n",
              "141                   Senegal               Sub-Saharan Africa   \n",
              "142                     Gabon               Sub-Saharan Africa   \n",
              "143                     Niger               Sub-Saharan Africa   \n",
              "144                  Cambodia                Southeastern Asia   \n",
              "145                  Tanzania               Sub-Saharan Africa   \n",
              "146                Madagascar               Sub-Saharan Africa   \n",
              "147  Central African Republic               Sub-Saharan Africa   \n",
              "148                      Chad               Sub-Saharan Africa   \n",
              "149                    Guinea               Sub-Saharan Africa   \n",
              "150               Ivory Coast               Sub-Saharan Africa   \n",
              "151              Burkina Faso               Sub-Saharan Africa   \n",
              "152               Afghanistan                    Southern Asia   \n",
              "153                    Rwanda               Sub-Saharan Africa   \n",
              "154                     Benin               Sub-Saharan Africa   \n",
              "155                     Syria  Middle East and Northern Africa   \n",
              "156                   Burundi               Sub-Saharan Africa   \n",
              "157                      Togo               Sub-Saharan Africa   \n",
              "\n",
              "     Happiness Rank  Happiness Score  Standard Error  \\\n",
              "0                 1            7.587         0.03411   \n",
              "1                 2            7.561         0.04884   \n",
              "2                 3            7.527         0.03328   \n",
              "3                 4            7.522         0.03880   \n",
              "4                 5            7.427         0.03553   \n",
              "5                 6            7.406         0.03140   \n",
              "6                 7            7.378         0.02799   \n",
              "7                 8            7.364         0.03157   \n",
              "8                 9            7.286         0.03371   \n",
              "9                10            7.284         0.04083   \n",
              "10               11            7.278         0.03470   \n",
              "11               12            7.226         0.04454   \n",
              "12               13            7.200         0.03751   \n",
              "13               14            7.187         0.04176   \n",
              "14               15            7.119         0.03839   \n",
              "15               16            6.983         0.04076   \n",
              "16               17            6.946         0.03499   \n",
              "17               18            6.940         0.03676   \n",
              "18               19            6.937         0.03595   \n",
              "19               20            6.901         0.03729   \n",
              "20               21            6.867         0.01866   \n",
              "21               22            6.853         0.05335   \n",
              "22               23            6.810         0.06476   \n",
              "23               24            6.798         0.03780   \n",
              "24               25            6.786         0.04910   \n",
              "25               26            6.750         0.01848   \n",
              "26               27            6.670         0.05800   \n",
              "27               28            6.611         0.06257   \n",
              "28               29            6.575         0.03512   \n",
              "29               30            6.574         0.04612   \n",
              "30               31            6.505         0.04168   \n",
              "31               32            6.485         0.04539   \n",
              "32               33            6.477         0.05051   \n",
              "33               34            6.455         0.03557   \n",
              "34               35            6.411         0.04633   \n",
              "35               36            6.329         0.03468   \n",
              "36               37            6.302         0.04206   \n",
              "37               38            6.298         0.03868   \n",
              "38               39            6.295         0.04456   \n",
              "39               40            6.269         0.09811   \n",
              "40               41            6.168         0.10895   \n",
              "41               42            6.130         0.05618   \n",
              "42               43            6.123         0.05224   \n",
              "43               44            6.003         0.04361   \n",
              "44               45            5.995         0.04267   \n",
              "45               46            5.987         0.03581   \n",
              "46               47            5.984         0.04098   \n",
              "47               48            5.975         0.04528   \n",
              "48               49            5.960         0.05412   \n",
              "49               50            5.948         0.03914   \n",
              "50               51            5.890         0.05642   \n",
              "51               52            5.889         0.03799   \n",
              "52               53            5.878         0.04563   \n",
              "53               54            5.855         0.04114   \n",
              "54               55            5.848         0.04251   \n",
              "55               56            5.833         0.03843   \n",
              "56               57            5.828         0.05371   \n",
              "57               58            5.824         0.04615   \n",
              "58               59            5.813         0.03938   \n",
              "59               60            5.791         0.04263   \n",
              "60               61            5.770         0.04330   \n",
              "61               62            5.759         0.04394   \n",
              "62               63            5.754         0.07832   \n",
              "63               64            5.716         0.03135   \n",
              "64               65            5.709         0.13693   \n",
              "65               66            5.695         0.05635   \n",
              "66               67            5.689         0.05580   \n",
              "67               68            5.605         0.05099   \n",
              "68               69            5.589         0.05018   \n",
              "69               70            5.548         0.04175   \n",
              "70               71            5.477         0.07197   \n",
              "71               72            5.474         0.05051   \n",
              "72               73            5.429         0.04013   \n",
              "73               74            5.399         0.02596   \n",
              "74               75            5.360         0.03107   \n",
              "75               76            5.332         0.03864   \n",
              "76               77            5.286         0.03823   \n",
              "77               78            5.268         0.04192   \n",
              "78               79            5.253         0.03225   \n",
              "79               80            5.212         0.03363   \n",
              "80               81            5.194         0.03726   \n",
              "81               82            5.192         0.04524   \n",
              "82               82            5.192         0.05235   \n",
              "83               84            5.140         0.02424   \n",
              "84               85            5.129         0.06988   \n",
              "85               86            5.124         0.06607   \n",
              "86               87            5.123         0.04864   \n",
              "87               88            5.102         0.04802   \n",
              "88               89            5.098         0.04640   \n",
              "89               90            5.073         0.04934   \n",
              "90               91            5.057         0.06161   \n",
              "91               92            5.013         0.03420   \n",
              "92               93            5.007         0.05376   \n",
              "93               94            4.971         0.07896   \n",
              "94               95            4.959         0.05013   \n",
              "95               96            4.949         0.06913   \n",
              "96               97            4.898         0.09438   \n",
              "97               98            4.885         0.07446   \n",
              "98               99            4.876         0.06698   \n",
              "99              100            4.874         0.03313   \n",
              "100             101            4.867         0.08742   \n",
              "101             102            4.857         0.05062   \n",
              "102             103            4.839         0.04337   \n",
              "103             104            4.800         0.06107   \n",
              "104             105            4.788         0.05648   \n",
              "105             106            4.786         0.03198   \n",
              "106             107            4.739         0.03589   \n",
              "107             108            4.715         0.04394   \n",
              "108             109            4.694         0.03077   \n",
              "109             110            4.686         0.04449   \n",
              "110             111            4.681         0.04412   \n",
              "111             112            4.677         0.05232   \n",
              "112             113            4.642         0.04585   \n",
              "113             114            4.633         0.04742   \n",
              "114             115            4.610         0.04290   \n",
              "115             116            4.571         0.11068   \n",
              "116             117            4.565         0.02043   \n",
              "117             118            4.550         0.06740   \n",
              "118             119            4.518         0.07331   \n",
              "119             120            4.517         0.03680   \n",
              "120             121            4.514         0.03607   \n",
              "121             122            4.512         0.03780   \n",
              "122             123            4.507         0.07068   \n",
              "123             124            4.436         0.03947   \n",
              "124             125            4.419         0.04734   \n",
              "125             126            4.369         0.08096   \n",
              "126             127            4.350         0.04763   \n",
              "127             128            4.332         0.04934   \n",
              "128             129            4.307         0.04351   \n",
              "129             130            4.297         0.04221   \n",
              "130             131            4.292         0.06130   \n",
              "131             132            4.271         0.03751   \n",
              "132             133            4.252         0.04678   \n",
              "133             134            4.218         0.04828   \n",
              "134             135            4.194         0.03260   \n",
              "135             136            4.077         0.04367   \n",
              "136             137            4.033         0.04758   \n",
              "137             138            3.995         0.05602   \n",
              "138             139            3.989         0.06682   \n",
              "139             140            3.956         0.04797   \n",
              "140             141            3.931         0.04317   \n",
              "141             142            3.904         0.03608   \n",
              "142             143            3.896         0.04547   \n",
              "143             144            3.845         0.03602   \n",
              "144             145            3.819         0.05069   \n",
              "145             146            3.781         0.05061   \n",
              "146             147            3.681         0.03633   \n",
              "147             148            3.678         0.06112   \n",
              "148             149            3.667         0.03830   \n",
              "149             150            3.656         0.03590   \n",
              "150             151            3.655         0.05141   \n",
              "151             152            3.587         0.04324   \n",
              "152             153            3.575         0.03084   \n",
              "153             154            3.465         0.03464   \n",
              "154             155            3.340         0.03656   \n",
              "155             156            3.006         0.05015   \n",
              "156             157            2.905         0.08658   \n",
              "157             158            2.839         0.06727   \n",
              "\n",
              "     Economy (GDP per Capita)   Family  Health (Life Expectancy)  Freedom  \\\n",
              "0                     1.39651  1.34951                   0.94143  0.66557   \n",
              "1                     1.30232  1.40223                   0.94784  0.62877   \n",
              "2                     1.32548  1.36058                   0.87464  0.64938   \n",
              "3                     1.45900  1.33095                   0.88521  0.66973   \n",
              "4                     1.32629  1.32261                   0.90563  0.63297   \n",
              "5                     1.29025  1.31826                   0.88911  0.64169   \n",
              "6                     1.32944  1.28017                   0.89284  0.61576   \n",
              "7                     1.33171  1.28907                   0.91087  0.65980   \n",
              "8                     1.25018  1.31967                   0.90837  0.63938   \n",
              "9                     1.33358  1.30923                   0.93156  0.65124   \n",
              "10                    1.22857  1.22393                   0.91387  0.41319   \n",
              "11                    0.95578  1.23788                   0.86027  0.63376   \n",
              "12                    1.33723  1.29704                   0.89042  0.62433   \n",
              "13                    1.02054  0.91451                   0.81444  0.48181   \n",
              "14                    1.39451  1.24711                   0.86179  0.54604   \n",
              "15                    0.98124  1.23287                   0.69702  0.49049   \n",
              "16                    1.56391  1.21963                   0.91894  0.61583   \n",
              "17                    1.33596  1.36948                   0.89533  0.61777   \n",
              "18                    1.30782  1.28566                   0.89667  0.58450   \n",
              "19                    1.42727  1.12575                   0.80925  0.64157   \n",
              "20                    1.26637  1.28548                   0.90943  0.59625   \n",
              "21                    1.36011  1.08182                   0.76276  0.63274   \n",
              "22                    1.04424  1.25596                   0.72052  0.42908   \n",
              "23                    1.52186  1.02000                   1.02525  0.54252   \n",
              "24                    1.06353  1.19850                   0.79661  0.54210   \n",
              "25                    1.32792  1.29937                   0.89186  0.61477   \n",
              "26                    1.10715  1.12447                   0.85857  0.44132   \n",
              "27                    1.69042  1.07860                   0.79733  0.64040   \n",
              "28                    1.27778  1.26038                   0.94579  0.55011   \n",
              "29                    1.05351  1.24823                   0.78723  0.44974   \n",
              "30                    1.17898  1.20643                   0.84483  0.46364   \n",
              "31                    1.06166  1.20890                   0.81160  0.60362   \n",
              "32                    0.91861  1.24018                   0.69077  0.53466   \n",
              "33                    0.96690  1.26504                   0.73850  0.55664   \n",
              "34                    1.39541  1.08393                   0.72025  0.31048   \n",
              "35                    1.23011  1.31379                   0.95562  0.45951   \n",
              "36                    1.20740  1.30203                   0.88721  0.60365   \n",
              "37                    1.29098  1.07617                   0.87530  0.39740   \n",
              "38                    1.55422  1.16594                   0.72492  0.55499   \n",
              "39                    0.99534  0.97200                   0.60820  0.59657   \n",
              "40                    1.21183  1.18354                   0.61483  0.55884   \n",
              "41                    0.76454  1.02507                   0.67737  0.40350   \n",
              "42                    0.74553  1.04356                   0.64425  0.57733   \n",
              "43                    0.63244  1.34043                   0.59772  0.65821   \n",
              "44                    1.16891  1.26999                   0.78902  0.31751   \n",
              "45                    1.27074  1.25712                   0.99111  0.49615   \n",
              "46                    1.24461  0.95774                   0.96538  0.33208   \n",
              "47                    0.86402  0.99903                   0.79075  0.48574   \n",
              "48                    1.32376  1.21624                   0.74716  0.45492   \n",
              "49                    1.25114  1.19777                   0.95446  0.26236   \n",
              "50                    0.68133  0.97841                   0.53920  0.57414   \n",
              "51                    0.59448  1.01528                   0.61826  0.32818   \n",
              "52                    0.75985  1.30477                   0.66098  0.53899   \n",
              "53                    1.12254  1.12241                   0.64368  0.51649   \n",
              "54                    1.18498  1.27385                   0.87337  0.60855   \n",
              "55                    1.14723  1.25745                   0.73128  0.21342   \n",
              "56                    0.59325  1.14184                   0.74314  0.55475   \n",
              "57                    0.90019  0.97459                   0.73017  0.41496   \n",
              "58                    1.03192  1.23289                   0.73608  0.37938   \n",
              "59                    1.12555  1.27948                   0.77903  0.53122   \n",
              "60                    1.12486  1.07023                   0.72394  0.53024   \n",
              "61                    1.08254  0.79624                   0.78805  0.25883   \n",
              "62                    1.13145  1.11862                   0.70380  0.41668   \n",
              "63                    1.13764  1.23617                   0.66926  0.36679   \n",
              "64                    0.81038  1.15102                   0.68741  0.50442   \n",
              "65                    1.20806  1.07008                   0.92356  0.49027   \n",
              "66                    1.20813  0.89318                   0.92356  0.40672   \n",
              "67                    0.93929  1.07772                   0.61766  0.28579   \n",
              "68                    0.80148  0.81198                   0.63132  0.24749   \n",
              "69                    0.95847  1.22668                   0.53886  0.47610   \n",
              "70                    1.00761  0.98521                   0.70950  0.56066   \n",
              "71                    1.38604  1.05818                   1.01328  0.59608   \n",
              "72                    1.15174  1.22791                   0.77361  0.44888   \n",
              "73                    0.82827  1.08708                   0.63793  0.46611   \n",
              "74                    0.63216  0.91226                   0.74676  0.59444   \n",
              "75                    1.06098  0.94632                   0.73172  0.22815   \n",
              "76                    0.47428  1.15115                   0.65088  0.43477   \n",
              "77                    0.65435  0.90432                   0.16007  0.34334   \n",
              "78                    0.77042  1.10395                   0.57407  0.53206   \n",
              "79                    1.02389  0.93793                   0.64045  0.37030   \n",
              "80                    0.59543  0.41411                   0.51466  0.12102   \n",
              "81                    0.90198  1.05392                   0.69639  0.40661   \n",
              "82                    0.97438  0.90557                   0.72521  0.18260   \n",
              "83                    0.89012  0.94675                   0.81658  0.51697   \n",
              "84                    0.47038  0.91612                   0.29924  0.48827   \n",
              "85                    1.04345  0.88588                   0.76890  0.35068   \n",
              "86                    0.92053  1.00964                   0.74836  0.20107   \n",
              "87                    1.15991  1.13935                   0.87519  0.51469   \n",
              "88                    1.11312  1.09562                   0.72437  0.29671   \n",
              "89                    0.70532  1.03516                   0.58114  0.62545   \n",
              "90                    0.18847  0.95152                   0.43873  0.46582   \n",
              "91                    0.73479  0.64095                   0.60954  0.41691   \n",
              "92                    0.91851  1.00232                   0.73545  0.33457   \n",
              "93                    0.08308  1.02626                   0.09131  0.34037   \n",
              "94                    0.87867  0.80434                   0.81325  0.35733   \n",
              "95                    0.83223  0.91916                   0.79081  0.09245   \n",
              "96                    0.37545  1.04103                   0.07612  0.31767   \n",
              "97                    0.89537  1.17202                   0.66825  0.57672   \n",
              "98                    0.59066  0.73803                   0.54909  0.59591   \n",
              "99                    0.82819  1.30060                   0.60268  0.43626   \n",
              "100                   0.71206  1.07284                   0.07566  0.30658   \n",
              "101                   1.15406  0.92933                   0.88213  0.07699   \n",
              "102                   1.02564  0.80001                   0.83947  0.33916   \n",
              "103                   1.12094  1.20215                   0.75905  0.32112   \n",
              "104                   0.59532  0.95348                   0.69510  0.40148   \n",
              "105                   0.39047  0.85563                   0.57379  0.47216   \n",
              "106                   0.88113  0.60429                   0.73793  0.26268   \n",
              "107                   0.59867  0.92558                   0.66015  0.24499   \n",
              "108                   0.39753  0.43106                   0.60164  0.40820   \n",
              "109                   1.00880  0.54447                   0.69805  0.30033   \n",
              "110                   0.79907  1.20278                   0.67390  0.25123   \n",
              "111                   0.98549  0.81889                   0.60237  0.00000   \n",
              "112                   0.92049  1.18468                   0.27688  0.33207   \n",
              "113                   0.54558  0.67954                   0.40132  0.42342   \n",
              "114                   0.27100  1.03276                   0.33475  0.25861   \n",
              "115                   0.07120  0.78968                   0.34201  0.28531   \n",
              "116                   0.64499  0.38174                   0.51529  0.39786   \n",
              "117                   0.52107  1.01404                   0.36878  0.10081   \n",
              "118                   0.26673  0.74302                   0.38847  0.24425   \n",
              "119                   0.00000  1.00120                   0.09806  0.22605   \n",
              "120                   0.35997  0.86449                   0.56874  0.38282   \n",
              "121                   0.19073  0.60406                   0.44055  0.43450   \n",
              "122                   0.33024  0.95571                   0.00000  0.40840   \n",
              "123                   0.45407  0.86908                   0.35874  0.24232   \n",
              "124                   0.36471  0.99876                   0.41435  0.42215   \n",
              "125                   0.44025  0.59207                   0.36291  0.46074   \n",
              "126                   0.76821  0.77711                   0.72990  0.19847   \n",
              "127                   0.99355  1.10464                   0.04776  0.49495   \n",
              "128                   0.27108  0.70905                   0.48246  0.44017   \n",
              "129                   0.74190  0.38562                   0.72926  0.40577   \n",
              "130                   0.01604  0.41134                   0.22562  0.43054   \n",
              "131                   0.83524  1.01905                   0.70806  0.53726   \n",
              "132                   0.42250  0.88767                   0.23402  0.49309   \n",
              "133                   1.01216  1.10614                   0.76649  0.30587   \n",
              "134                   0.88180  0.74700                   0.61712  0.17288   \n",
              "135                   0.54649  0.68093                   0.40064  0.35571   \n",
              "136                   0.75778  0.86040                   0.16683  0.10384   \n",
              "137                   0.26074  1.03526                   0.20583  0.38857   \n",
              "138                   0.67866  0.66290                   0.31051  0.41466   \n",
              "139                   0.23906  0.79273                   0.36315  0.22917   \n",
              "140                   0.21102  1.13299                   0.33861  0.45727   \n",
              "141                   0.36498  0.97619                   0.43540  0.36772   \n",
              "142                   1.06024  0.90528                   0.43372  0.31914   \n",
              "143                   0.06940  0.77265                   0.29707  0.47692   \n",
              "144                   0.46038  0.62736                   0.61114  0.66246   \n",
              "145                   0.28520  1.00268                   0.38215  0.32878   \n",
              "146                   0.20824  0.66801                   0.46721  0.19184   \n",
              "147                   0.07850  0.00000                   0.06699  0.48879   \n",
              "148                   0.34193  0.76062                   0.15010  0.23501   \n",
              "149                   0.17417  0.46475                   0.24009  0.37725   \n",
              "150                   0.46534  0.77115                   0.15185  0.46866   \n",
              "151                   0.25812  0.85188                   0.27125  0.39493   \n",
              "152                   0.31982  0.30285                   0.30335  0.23414   \n",
              "153                   0.22208  0.77370                   0.42864  0.59201   \n",
              "154                   0.28665  0.35386                   0.31910  0.48450   \n",
              "155                   0.66320  0.47489                   0.72193  0.15684   \n",
              "156                   0.01530  0.41587                   0.22396  0.11850   \n",
              "157                   0.20868  0.13995                   0.28443  0.36453   \n",
              "\n",
              "     Trust (Government Corruption)  Generosity  Dystopia Residual  \n",
              "0                          0.41978     0.29678            2.51738  \n",
              "1                          0.14145     0.43630            2.70201  \n",
              "2                          0.48357     0.34139            2.49204  \n",
              "3                          0.36503     0.34699            2.46531  \n",
              "4                          0.32957     0.45811            2.45176  \n",
              "5                          0.41372     0.23351            2.61955  \n",
              "6                          0.31814     0.47610            2.46570  \n",
              "7                          0.43844     0.36262            2.37119  \n",
              "8                          0.42922     0.47501            2.26425  \n",
              "9                          0.35637     0.43562            2.26646  \n",
              "10                         0.07785     0.33172            3.08854  \n",
              "11                         0.10583     0.25497            3.17728  \n",
              "12                         0.18676     0.33088            2.53320  \n",
              "13                         0.21312     0.14074            3.60214  \n",
              "14                         0.15890     0.40105            2.51011  \n",
              "15                         0.17521     0.14574            3.26001  \n",
              "16                         0.37798     0.28034            1.96961  \n",
              "17                         0.28703     0.45901            1.97570  \n",
              "18                         0.22540     0.22250            2.41484  \n",
              "19                         0.38583     0.26428            2.24743  \n",
              "20                         0.32067     0.51912            1.96994  \n",
              "21                         0.32524     0.21542            2.47489  \n",
              "22                         0.11069     0.05841            3.19131  \n",
              "23                         0.49210     0.31105            1.88501  \n",
              "24                         0.09270     0.24434            2.84848  \n",
              "25                         0.21843     0.28214            2.11569  \n",
              "26                         0.12869     0.33363            2.67585  \n",
              "27                         0.52208     0.32573            1.55674  \n",
              "28                         0.20646     0.12332            2.21126  \n",
              "29                         0.08484     0.11451            2.83600  \n",
              "30                         0.02652     0.10686            2.67782  \n",
              "31                         0.24558     0.23240            2.32142  \n",
              "32                         0.05120     0.18401            2.85737  \n",
              "33                         0.03187     0.57630            2.31945  \n",
              "34                         0.32524     0.13706            2.43872  \n",
              "35                         0.06398     0.18227            2.12367  \n",
              "36                         0.13586     0.51752            1.64880  \n",
              "37                         0.08129     0.25376            2.32323  \n",
              "38                         0.25609     0.16228            1.87634  \n",
              "39                         0.13633     0.16991            2.79094  \n",
              "40                         0.01140     0.31844            2.26882  \n",
              "41                         0.11776     0.10692            3.03500  \n",
              "42                         0.09472     0.27489            2.74255  \n",
              "43                         0.30826     0.22837            2.23741  \n",
              "44                         0.03431     0.16893            2.24639  \n",
              "45                         0.18060     0.10705            1.68435  \n",
              "46                         0.07857     0.18557            2.21978  \n",
              "47                         0.18090     0.11541            2.53942  \n",
              "48                         0.30600     0.17362            1.73797  \n",
              "49                         0.02901     0.22823            2.02518  \n",
              "50                         0.08800     0.20536            2.82334  \n",
              "51                         0.01615     0.20951            3.10712  \n",
              "52                         0.08242     0.34240            2.18896  \n",
              "53                         0.08454     0.11827            2.24729  \n",
              "54                         0.03787     0.25328            1.61583  \n",
              "55                         0.01031     0.02641            2.44649  \n",
              "56                         0.19317     0.27815            2.32407  \n",
              "57                         0.05989     0.14982            2.59450  \n",
              "58                         0.19090     0.11046            2.13090  \n",
              "59                         0.04212     0.16759            1.86565  \n",
              "60                         0.10501     0.33075            1.88541  \n",
              "61                         0.02430     0.05444            2.75414  \n",
              "62                         0.11023     0.18295            2.09066  \n",
              "63                         0.03005     0.00199            2.27394  \n",
              "64                         0.02299     0.21230            2.32038  \n",
              "65                         0.14280     0.26169            1.59888  \n",
              "66                         0.06146     0.30638            1.88931  \n",
              "67                         0.17383     0.07822            2.43209  \n",
              "68                         0.04741     0.28310            2.76579  \n",
              "69                         0.30844     0.16979            1.86984  \n",
              "70                         0.07521     0.37744            1.76145  \n",
              "71                         0.37124     0.39478            0.65429  \n",
              "72                         0.15184     0.08680            1.58782  \n",
              "73                         0.00000     0.51535            1.86399  \n",
              "74                         0.10441     0.16860            2.20173  \n",
              "75                         0.15746     0.12253            2.08528  \n",
              "76                         0.04232     0.30030            2.23270  \n",
              "77                         0.04030     0.27233            2.89319  \n",
              "78                         0.15445     0.47998            1.63794  \n",
              "79                         0.16065     0.07799            2.00073  \n",
              "80                         0.10464     0.33671            3.10709  \n",
              "81                         0.14293     0.11053            1.87996  \n",
              "82                         0.14296     0.16140            2.10017  \n",
              "83                         0.02781     0.08185            1.86040  \n",
              "84                         0.12468     0.19591            2.63430  \n",
              "85                         0.00649     0.13748            1.93129  \n",
              "86                         0.02617     0.19231            2.02500  \n",
              "87                         0.01078     0.13719            1.26462  \n",
              "88                         0.06332     0.18226            1.62215  \n",
              "89                         0.12279     0.24991            1.75360  \n",
              "90                         0.39928     0.50318            2.11032  \n",
              "91                         0.08546     0.07172            2.45373  \n",
              "92                         0.05327     0.22359            1.73933  \n",
              "93                         0.15603     0.22269            3.05137  \n",
              "94                         0.06413     0.14272            1.89894  \n",
              "95                         0.00227     0.24808            2.06367  \n",
              "96                         0.12504     0.16388            2.79832  \n",
              "97                         0.14234     0.21684            1.21305  \n",
              "98                         0.24249     0.42192            1.73799  \n",
              "99                         0.02666     0.33230            1.34759  \n",
              "100                        0.03060     0.18259            2.48676  \n",
              "101                        0.01397     0.00000            1.80101  \n",
              "102                        0.04582     0.21854            1.57059  \n",
              "103                        0.02758     0.12800            1.24074  \n",
              "104                        0.06825     0.23027            1.84408  \n",
              "105                        0.15072     0.22974            2.11399  \n",
              "106                        0.06358     0.06431            2.12466  \n",
              "107                        0.12905     0.11251            2.04384  \n",
              "108                        0.12569     0.21222            2.51767  \n",
              "109                        0.05863     0.38086            1.69440  \n",
              "110                        0.02961     0.15275            1.57140  \n",
              "111                        0.13788     0.17922            1.95335  \n",
              "112                        0.08884     0.11973            1.71956  \n",
              "113                        0.04355     0.23087            2.30919  \n",
              "114                        0.08079     0.18987            2.44191  \n",
              "115                        0.06232     0.24362            2.77729  \n",
              "116                        0.08492     0.26475            2.27513  \n",
              "117                        0.14660     0.19062            2.20857  \n",
              "118                        0.17175     0.46187            2.24173  \n",
              "119                        0.07625     0.24834            2.86712  \n",
              "120                        0.05907     0.32296            1.95637  \n",
              "121                        0.15048     0.24325            2.44876  \n",
              "122                        0.08786     0.21488            2.51009  \n",
              "123                        0.17461     0.21900            2.11773  \n",
              "124                        0.05839     0.37542            1.78555  \n",
              "125                        0.28105     0.18093            2.05125  \n",
              "126                        0.03900     0.07855            1.75873  \n",
              "127                        0.12474     0.10461            1.46181  \n",
              "128                        0.19034     0.79588            1.41805  \n",
              "129                        0.38331     0.05547            1.59541  \n",
              "130                        0.06977     0.33128            2.80791  \n",
              "131                        0.09179     0.40828            0.67108  \n",
              "132                        0.05786     0.20618            1.95071  \n",
              "133                        0.00872     0.11921            0.89991  \n",
              "134                        0.06324     0.11291            1.59927  \n",
              "135                        0.07854     0.09131            1.92313  \n",
              "136                        0.07122     0.12344            1.94939  \n",
              "137                        0.12352     0.18798            1.79293  \n",
              "138                        0.11686     0.12388            1.68135  \n",
              "139                        0.19900     0.17441            1.95812  \n",
              "140                        0.07267     0.29066            1.42766  \n",
              "141                        0.10713     0.20843            1.44395  \n",
              "142                        0.11091     0.06822            0.99895  \n",
              "143                        0.15639     0.19387            1.87877  \n",
              "144                        0.07247     0.40359            0.98195  \n",
              "145                        0.05747     0.34377            1.38079  \n",
              "146                        0.08124     0.21333            1.85100  \n",
              "147                        0.08289     0.23835            2.72230  \n",
              "148                        0.05269     0.18386            1.94296  \n",
              "149                        0.12139     0.28657            1.99172  \n",
              "150                        0.17922     0.20165            1.41723  \n",
              "151                        0.12832     0.21747            1.46494  \n",
              "152                        0.09719     0.36510            1.95210  \n",
              "153                        0.55191     0.22628            0.67042  \n",
              "154                        0.08010     0.18260            1.63328  \n",
              "155                        0.18906     0.47179            0.32858  \n",
              "156                        0.10062     0.19727            1.83302  \n",
              "157                        0.10731     0.16681            1.56726  "
            ],
            "text/html": [
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              "<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>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",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Switzerland</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>1</td>\n",
              "      <td>7.587</td>\n",
              "      <td>0.03411</td>\n",
              "      <td>1.39651</td>\n",
              "      <td>1.34951</td>\n",
              "      <td>0.94143</td>\n",
              "      <td>0.66557</td>\n",
              "      <td>0.41978</td>\n",
              "      <td>0.29678</td>\n",
              "      <td>2.51738</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Iceland</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>2</td>\n",
              "      <td>7.561</td>\n",
              "      <td>0.04884</td>\n",
              "      <td>1.30232</td>\n",
              "      <td>1.40223</td>\n",
              "      <td>0.94784</td>\n",
              "      <td>0.62877</td>\n",
              "      <td>0.14145</td>\n",
              "      <td>0.43630</td>\n",
              "      <td>2.70201</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Denmark</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>3</td>\n",
              "      <td>7.527</td>\n",
              "      <td>0.03328</td>\n",
              "      <td>1.32548</td>\n",
              "      <td>1.36058</td>\n",
              "      <td>0.87464</td>\n",
              "      <td>0.64938</td>\n",
              "      <td>0.48357</td>\n",
              "      <td>0.34139</td>\n",
              "      <td>2.49204</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Norway</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>4</td>\n",
              "      <td>7.522</td>\n",
              "      <td>0.03880</td>\n",
              "      <td>1.45900</td>\n",
              "      <td>1.33095</td>\n",
              "      <td>0.88521</td>\n",
              "      <td>0.66973</td>\n",
              "      <td>0.36503</td>\n",
              "      <td>0.34699</td>\n",
              "      <td>2.46531</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Canada</td>\n",
              "      <td>North America</td>\n",
              "      <td>5</td>\n",
              "      <td>7.427</td>\n",
              "      <td>0.03553</td>\n",
              "      <td>1.32629</td>\n",
              "      <td>1.32261</td>\n",
              "      <td>0.90563</td>\n",
              "      <td>0.63297</td>\n",
              "      <td>0.32957</td>\n",
              "      <td>0.45811</td>\n",
              "      <td>2.45176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>Finland</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>6</td>\n",
              "      <td>7.406</td>\n",
              "      <td>0.03140</td>\n",
              "      <td>1.29025</td>\n",
              "      <td>1.31826</td>\n",
              "      <td>0.88911</td>\n",
              "      <td>0.64169</td>\n",
              "      <td>0.41372</td>\n",
              "      <td>0.23351</td>\n",
              "      <td>2.61955</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>Netherlands</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>7</td>\n",
              "      <td>7.378</td>\n",
              "      <td>0.02799</td>\n",
              "      <td>1.32944</td>\n",
              "      <td>1.28017</td>\n",
              "      <td>0.89284</td>\n",
              "      <td>0.61576</td>\n",
              "      <td>0.31814</td>\n",
              "      <td>0.47610</td>\n",
              "      <td>2.46570</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>Sweden</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>8</td>\n",
              "      <td>7.364</td>\n",
              "      <td>0.03157</td>\n",
              "      <td>1.33171</td>\n",
              "      <td>1.28907</td>\n",
              "      <td>0.91087</td>\n",
              "      <td>0.65980</td>\n",
              "      <td>0.43844</td>\n",
              "      <td>0.36262</td>\n",
              "      <td>2.37119</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>New Zealand</td>\n",
              "      <td>Australia and New Zealand</td>\n",
              "      <td>9</td>\n",
              "      <td>7.286</td>\n",
              "      <td>0.03371</td>\n",
              "      <td>1.25018</td>\n",
              "      <td>1.31967</td>\n",
              "      <td>0.90837</td>\n",
              "      <td>0.63938</td>\n",
              "      <td>0.42922</td>\n",
              "      <td>0.47501</td>\n",
              "      <td>2.26425</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>Australia</td>\n",
              "      <td>Australia and New Zealand</td>\n",
              "      <td>10</td>\n",
              "      <td>7.284</td>\n",
              "      <td>0.04083</td>\n",
              "      <td>1.33358</td>\n",
              "      <td>1.30923</td>\n",
              "      <td>0.93156</td>\n",
              "      <td>0.65124</td>\n",
              "      <td>0.35637</td>\n",
              "      <td>0.43562</td>\n",
              "      <td>2.26646</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>Israel</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>11</td>\n",
              "      <td>7.278</td>\n",
              "      <td>0.03470</td>\n",
              "      <td>1.22857</td>\n",
              "      <td>1.22393</td>\n",
              "      <td>0.91387</td>\n",
              "      <td>0.41319</td>\n",
              "      <td>0.07785</td>\n",
              "      <td>0.33172</td>\n",
              "      <td>3.08854</td>\n",
              "    </tr>\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>0.04454</td>\n",
              "      <td>0.95578</td>\n",
              "      <td>1.23788</td>\n",
              "      <td>0.86027</td>\n",
              "      <td>0.63376</td>\n",
              "      <td>0.10583</td>\n",
              "      <td>0.25497</td>\n",
              "      <td>3.17728</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>Austria</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>13</td>\n",
              "      <td>7.200</td>\n",
              "      <td>0.03751</td>\n",
              "      <td>1.33723</td>\n",
              "      <td>1.29704</td>\n",
              "      <td>0.89042</td>\n",
              "      <td>0.62433</td>\n",
              "      <td>0.18676</td>\n",
              "      <td>0.33088</td>\n",
              "      <td>2.53320</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>0.04176</td>\n",
              "      <td>1.02054</td>\n",
              "      <td>0.91451</td>\n",
              "      <td>0.81444</td>\n",
              "      <td>0.48181</td>\n",
              "      <td>0.21312</td>\n",
              "      <td>0.14074</td>\n",
              "      <td>3.60214</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>United States</td>\n",
              "      <td>North America</td>\n",
              "      <td>15</td>\n",
              "      <td>7.119</td>\n",
              "      <td>0.03839</td>\n",
              "      <td>1.39451</td>\n",
              "      <td>1.24711</td>\n",
              "      <td>0.86179</td>\n",
              "      <td>0.54604</td>\n",
              "      <td>0.15890</td>\n",
              "      <td>0.40105</td>\n",
              "      <td>2.51011</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>0.04076</td>\n",
              "      <td>0.98124</td>\n",
              "      <td>1.23287</td>\n",
              "      <td>0.69702</td>\n",
              "      <td>0.49049</td>\n",
              "      <td>0.17521</td>\n",
              "      <td>0.14574</td>\n",
              "      <td>3.26001</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>Luxembourg</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>17</td>\n",
              "      <td>6.946</td>\n",
              "      <td>0.03499</td>\n",
              "      <td>1.56391</td>\n",
              "      <td>1.21963</td>\n",
              "      <td>0.91894</td>\n",
              "      <td>0.61583</td>\n",
              "      <td>0.37798</td>\n",
              "      <td>0.28034</td>\n",
              "      <td>1.96961</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>Ireland</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>18</td>\n",
              "      <td>6.940</td>\n",
              "      <td>0.03676</td>\n",
              "      <td>1.33596</td>\n",
              "      <td>1.36948</td>\n",
              "      <td>0.89533</td>\n",
              "      <td>0.61777</td>\n",
              "      <td>0.28703</td>\n",
              "      <td>0.45901</td>\n",
              "      <td>1.97570</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>Belgium</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>19</td>\n",
              "      <td>6.937</td>\n",
              "      <td>0.03595</td>\n",
              "      <td>1.30782</td>\n",
              "      <td>1.28566</td>\n",
              "      <td>0.89667</td>\n",
              "      <td>0.58450</td>\n",
              "      <td>0.22540</td>\n",
              "      <td>0.22250</td>\n",
              "      <td>2.41484</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>United Arab Emirates</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>20</td>\n",
              "      <td>6.901</td>\n",
              "      <td>0.03729</td>\n",
              "      <td>1.42727</td>\n",
              "      <td>1.12575</td>\n",
              "      <td>0.80925</td>\n",
              "      <td>0.64157</td>\n",
              "      <td>0.38583</td>\n",
              "      <td>0.26428</td>\n",
              "      <td>2.24743</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>United Kingdom</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>21</td>\n",
              "      <td>6.867</td>\n",
              "      <td>0.01866</td>\n",
              "      <td>1.26637</td>\n",
              "      <td>1.28548</td>\n",
              "      <td>0.90943</td>\n",
              "      <td>0.59625</td>\n",
              "      <td>0.32067</td>\n",
              "      <td>0.51912</td>\n",
              "      <td>1.96994</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>Oman</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>22</td>\n",
              "      <td>6.853</td>\n",
              "      <td>0.05335</td>\n",
              "      <td>1.36011</td>\n",
              "      <td>1.08182</td>\n",
              "      <td>0.76276</td>\n",
              "      <td>0.63274</td>\n",
              "      <td>0.32524</td>\n",
              "      <td>0.21542</td>\n",
              "      <td>2.47489</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>0.06476</td>\n",
              "      <td>1.04424</td>\n",
              "      <td>1.25596</td>\n",
              "      <td>0.72052</td>\n",
              "      <td>0.42908</td>\n",
              "      <td>0.11069</td>\n",
              "      <td>0.05841</td>\n",
              "      <td>3.19131</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>Singapore</td>\n",
              "      <td>Southeastern Asia</td>\n",
              "      <td>24</td>\n",
              "      <td>6.798</td>\n",
              "      <td>0.03780</td>\n",
              "      <td>1.52186</td>\n",
              "      <td>1.02000</td>\n",
              "      <td>1.02525</td>\n",
              "      <td>0.54252</td>\n",
              "      <td>0.49210</td>\n",
              "      <td>0.31105</td>\n",
              "      <td>1.88501</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>0.04910</td>\n",
              "      <td>1.06353</td>\n",
              "      <td>1.19850</td>\n",
              "      <td>0.79661</td>\n",
              "      <td>0.54210</td>\n",
              "      <td>0.09270</td>\n",
              "      <td>0.24434</td>\n",
              "      <td>2.84848</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>Germany</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>26</td>\n",
              "      <td>6.750</td>\n",
              "      <td>0.01848</td>\n",
              "      <td>1.32792</td>\n",
              "      <td>1.29937</td>\n",
              "      <td>0.89186</td>\n",
              "      <td>0.61477</td>\n",
              "      <td>0.21843</td>\n",
              "      <td>0.28214</td>\n",
              "      <td>2.11569</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>0.05800</td>\n",
              "      <td>1.10715</td>\n",
              "      <td>1.12447</td>\n",
              "      <td>0.85857</td>\n",
              "      <td>0.44132</td>\n",
              "      <td>0.12869</td>\n",
              "      <td>0.33363</td>\n",
              "      <td>2.67585</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>Qatar</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>28</td>\n",
              "      <td>6.611</td>\n",
              "      <td>0.06257</td>\n",
              "      <td>1.69042</td>\n",
              "      <td>1.07860</td>\n",
              "      <td>0.79733</td>\n",
              "      <td>0.64040</td>\n",
              "      <td>0.52208</td>\n",
              "      <td>0.32573</td>\n",
              "      <td>1.55674</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>France</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>29</td>\n",
              "      <td>6.575</td>\n",
              "      <td>0.03512</td>\n",
              "      <td>1.27778</td>\n",
              "      <td>1.26038</td>\n",
              "      <td>0.94579</td>\n",
              "      <td>0.55011</td>\n",
              "      <td>0.20646</td>\n",
              "      <td>0.12332</td>\n",
              "      <td>2.21126</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>0.04612</td>\n",
              "      <td>1.05351</td>\n",
              "      <td>1.24823</td>\n",
              "      <td>0.78723</td>\n",
              "      <td>0.44974</td>\n",
              "      <td>0.08484</td>\n",
              "      <td>0.11451</td>\n",
              "      <td>2.83600</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>Czech Republic</td>\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>31</th>\n",
              "      <td>Uruguay</td>\n",
              "      <td>Latin America and Caribbean</td>\n",
              "      <td>32</td>\n",
              "      <td>6.485</td>\n",
              "      <td>0.04539</td>\n",
              "      <td>1.06166</td>\n",
              "      <td>1.20890</td>\n",
              "      <td>0.81160</td>\n",
              "      <td>0.60362</td>\n",
              "      <td>0.24558</td>\n",
              "      <td>0.23240</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>0.05051</td>\n",
              "      <td>0.91861</td>\n",
              "      <td>1.24018</td>\n",
              "      <td>0.69077</td>\n",
              "      <td>0.53466</td>\n",
              "      <td>0.05120</td>\n",
              "      <td>0.18401</td>\n",
              "      <td>2.85737</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>Thailand</td>\n",
              "      <td>Southeastern Asia</td>\n",
              "      <td>34</td>\n",
              "      <td>6.455</td>\n",
              "      <td>0.03557</td>\n",
              "      <td>0.96690</td>\n",
              "      <td>1.26504</td>\n",
              "      <td>0.73850</td>\n",
              "      <td>0.55664</td>\n",
              "      <td>0.03187</td>\n",
              "      <td>0.57630</td>\n",
              "      <td>2.31945</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>Saudi Arabia</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>35</td>\n",
              "      <td>6.411</td>\n",
              "      <td>0.04633</td>\n",
              "      <td>1.39541</td>\n",
              "      <td>1.08393</td>\n",
              "      <td>0.72025</td>\n",
              "      <td>0.31048</td>\n",
              "      <td>0.32524</td>\n",
              "      <td>0.13706</td>\n",
              "      <td>2.43872</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>Spain</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>36</td>\n",
              "      <td>6.329</td>\n",
              "      <td>0.03468</td>\n",
              "      <td>1.23011</td>\n",
              "      <td>1.31379</td>\n",
              "      <td>0.95562</td>\n",
              "      <td>0.45951</td>\n",
              "      <td>0.06398</td>\n",
              "      <td>0.18227</td>\n",
              "      <td>2.12367</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>Malta</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>37</td>\n",
              "      <td>6.302</td>\n",
              "      <td>0.04206</td>\n",
              "      <td>1.20740</td>\n",
              "      <td>1.30203</td>\n",
              "      <td>0.88721</td>\n",
              "      <td>0.60365</td>\n",
              "      <td>0.13586</td>\n",
              "      <td>0.51752</td>\n",
              "      <td>1.64880</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>Taiwan</td>\n",
              "      <td>Eastern Asia</td>\n",
              "      <td>38</td>\n",
              "      <td>6.298</td>\n",
              "      <td>0.03868</td>\n",
              "      <td>1.29098</td>\n",
              "      <td>1.07617</td>\n",
              "      <td>0.87530</td>\n",
              "      <td>0.39740</td>\n",
              "      <td>0.08129</td>\n",
              "      <td>0.25376</td>\n",
              "      <td>2.32323</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>Kuwait</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>39</td>\n",
              "      <td>6.295</td>\n",
              "      <td>0.04456</td>\n",
              "      <td>1.55422</td>\n",
              "      <td>1.16594</td>\n",
              "      <td>0.72492</td>\n",
              "      <td>0.55499</td>\n",
              "      <td>0.25609</td>\n",
              "      <td>0.16228</td>\n",
              "      <td>1.87634</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>0.09811</td>\n",
              "      <td>0.99534</td>\n",
              "      <td>0.97200</td>\n",
              "      <td>0.60820</td>\n",
              "      <td>0.59657</td>\n",
              "      <td>0.13633</td>\n",
              "      <td>0.16991</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>0.10895</td>\n",
              "      <td>1.21183</td>\n",
              "      <td>1.18354</td>\n",
              "      <td>0.61483</td>\n",
              "      <td>0.55884</td>\n",
              "      <td>0.01140</td>\n",
              "      <td>0.31844</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>0.05618</td>\n",
              "      <td>0.76454</td>\n",
              "      <td>1.02507</td>\n",
              "      <td>0.67737</td>\n",
              "      <td>0.40350</td>\n",
              "      <td>0.11776</td>\n",
              "      <td>0.10692</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>0.05224</td>\n",
              "      <td>0.74553</td>\n",
              "      <td>1.04356</td>\n",
              "      <td>0.64425</td>\n",
              "      <td>0.57733</td>\n",
              "      <td>0.09472</td>\n",
              "      <td>0.27489</td>\n",
              "      <td>2.74255</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>43</th>\n",
              "      <td>Uzbekistan</td>\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>44</th>\n",
              "      <td>Slovakia</td>\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>45</th>\n",
              "      <td>Japan</td>\n",
              "      <td>Eastern Asia</td>\n",
              "      <td>46</td>\n",
              "      <td>5.987</td>\n",
              "      <td>0.03581</td>\n",
              "      <td>1.27074</td>\n",
              "      <td>1.25712</td>\n",
              "      <td>0.99111</td>\n",
              "      <td>0.49615</td>\n",
              "      <td>0.18060</td>\n",
              "      <td>0.10705</td>\n",
              "      <td>1.68435</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>South Korea</td>\n",
              "      <td>Eastern Asia</td>\n",
              "      <td>47</td>\n",
              "      <td>5.984</td>\n",
              "      <td>0.04098</td>\n",
              "      <td>1.24461</td>\n",
              "      <td>0.95774</td>\n",
              "      <td>0.96538</td>\n",
              "      <td>0.33208</td>\n",
              "      <td>0.07857</td>\n",
              "      <td>0.18557</td>\n",
              "      <td>2.21978</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>0.04528</td>\n",
              "      <td>0.86402</td>\n",
              "      <td>0.99903</td>\n",
              "      <td>0.79075</td>\n",
              "      <td>0.48574</td>\n",
              "      <td>0.18090</td>\n",
              "      <td>0.11541</td>\n",
              "      <td>2.53942</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>Bahrain</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>49</td>\n",
              "      <td>5.960</td>\n",
              "      <td>0.05412</td>\n",
              "      <td>1.32376</td>\n",
              "      <td>1.21624</td>\n",
              "      <td>0.74716</td>\n",
              "      <td>0.45492</td>\n",
              "      <td>0.30600</td>\n",
              "      <td>0.17362</td>\n",
              "      <td>1.73797</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>Italy</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>50</td>\n",
              "      <td>5.948</td>\n",
              "      <td>0.03914</td>\n",
              "      <td>1.25114</td>\n",
              "      <td>1.19777</td>\n",
              "      <td>0.95446</td>\n",
              "      <td>0.26236</td>\n",
              "      <td>0.02901</td>\n",
              "      <td>0.22823</td>\n",
              "      <td>2.02518</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>0.05642</td>\n",
              "      <td>0.68133</td>\n",
              "      <td>0.97841</td>\n",
              "      <td>0.53920</td>\n",
              "      <td>0.57414</td>\n",
              "      <td>0.08800</td>\n",
              "      <td>0.20536</td>\n",
              "      <td>2.82334</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>51</th>\n",
              "      <td>Moldova</td>\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>52</th>\n",
              "      <td>Paraguay</td>\n",
              "      <td>Latin America and Caribbean</td>\n",
              "      <td>53</td>\n",
              "      <td>5.878</td>\n",
              "      <td>0.04563</td>\n",
              "      <td>0.75985</td>\n",
              "      <td>1.30477</td>\n",
              "      <td>0.66098</td>\n",
              "      <td>0.53899</td>\n",
              "      <td>0.08242</td>\n",
              "      <td>0.34240</td>\n",
              "      <td>2.18896</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>53</th>\n",
              "      <td>Kazakhstan</td>\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>54</th>\n",
              "      <td>Slovenia</td>\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>55</th>\n",
              "      <td>Lithuania</td>\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>56</th>\n",
              "      <td>Nicaragua</td>\n",
              "      <td>Latin America and Caribbean</td>\n",
              "      <td>57</td>\n",
              "      <td>5.828</td>\n",
              "      <td>0.05371</td>\n",
              "      <td>0.59325</td>\n",
              "      <td>1.14184</td>\n",
              "      <td>0.74314</td>\n",
              "      <td>0.55475</td>\n",
              "      <td>0.19317</td>\n",
              "      <td>0.27815</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>0.04615</td>\n",
              "      <td>0.90019</td>\n",
              "      <td>0.97459</td>\n",
              "      <td>0.73017</td>\n",
              "      <td>0.41496</td>\n",
              "      <td>0.05989</td>\n",
              "      <td>0.14982</td>\n",
              "      <td>2.59450</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>58</th>\n",
              "      <td>Belarus</td>\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>59</th>\n",
              "      <td>Poland</td>\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>60</th>\n",
              "      <td>Malaysia</td>\n",
              "      <td>Southeastern Asia</td>\n",
              "      <td>61</td>\n",
              "      <td>5.770</td>\n",
              "      <td>0.04330</td>\n",
              "      <td>1.12486</td>\n",
              "      <td>1.07023</td>\n",
              "      <td>0.72394</td>\n",
              "      <td>0.53024</td>\n",
              "      <td>0.10501</td>\n",
              "      <td>0.33075</td>\n",
              "      <td>1.88541</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>61</th>\n",
              "      <td>Croatia</td>\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>62</th>\n",
              "      <td>Libya</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>63</td>\n",
              "      <td>5.754</td>\n",
              "      <td>0.07832</td>\n",
              "      <td>1.13145</td>\n",
              "      <td>1.11862</td>\n",
              "      <td>0.70380</td>\n",
              "      <td>0.41668</td>\n",
              "      <td>0.11023</td>\n",
              "      <td>0.18295</td>\n",
              "      <td>2.09066</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>63</th>\n",
              "      <td>Russia</td>\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>64</th>\n",
              "      <td>Jamaica</td>\n",
              "      <td>Latin America and Caribbean</td>\n",
              "      <td>65</td>\n",
              "      <td>5.709</td>\n",
              "      <td>0.13693</td>\n",
              "      <td>0.81038</td>\n",
              "      <td>1.15102</td>\n",
              "      <td>0.68741</td>\n",
              "      <td>0.50442</td>\n",
              "      <td>0.02299</td>\n",
              "      <td>0.21230</td>\n",
              "      <td>2.32038</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>65</th>\n",
              "      <td>North Cyprus</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>66</td>\n",
              "      <td>5.695</td>\n",
              "      <td>0.05635</td>\n",
              "      <td>1.20806</td>\n",
              "      <td>1.07008</td>\n",
              "      <td>0.92356</td>\n",
              "      <td>0.49027</td>\n",
              "      <td>0.14280</td>\n",
              "      <td>0.26169</td>\n",
              "      <td>1.59888</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>66</th>\n",
              "      <td>Cyprus</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>67</td>\n",
              "      <td>5.689</td>\n",
              "      <td>0.05580</td>\n",
              "      <td>1.20813</td>\n",
              "      <td>0.89318</td>\n",
              "      <td>0.92356</td>\n",
              "      <td>0.40672</td>\n",
              "      <td>0.06146</td>\n",
              "      <td>0.30638</td>\n",
              "      <td>1.88931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>67</th>\n",
              "      <td>Algeria</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>68</td>\n",
              "      <td>5.605</td>\n",
              "      <td>0.05099</td>\n",
              "      <td>0.93929</td>\n",
              "      <td>1.07772</td>\n",
              "      <td>0.61766</td>\n",
              "      <td>0.28579</td>\n",
              "      <td>0.17383</td>\n",
              "      <td>0.07822</td>\n",
              "      <td>2.43209</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>68</th>\n",
              "      <td>Kosovo</td>\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>69</th>\n",
              "      <td>Turkmenistan</td>\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>70</th>\n",
              "      <td>Mauritius</td>\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>71</th>\n",
              "      <td>Hong Kong</td>\n",
              "      <td>Eastern Asia</td>\n",
              "      <td>72</td>\n",
              "      <td>5.474</td>\n",
              "      <td>0.05051</td>\n",
              "      <td>1.38604</td>\n",
              "      <td>1.05818</td>\n",
              "      <td>1.01328</td>\n",
              "      <td>0.59608</td>\n",
              "      <td>0.37124</td>\n",
              "      <td>0.39478</td>\n",
              "      <td>0.65429</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>72</th>\n",
              "      <td>Estonia</td>\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>73</th>\n",
              "      <td>Indonesia</td>\n",
              "      <td>Southeastern Asia</td>\n",
              "      <td>74</td>\n",
              "      <td>5.399</td>\n",
              "      <td>0.02596</td>\n",
              "      <td>0.82827</td>\n",
              "      <td>1.08708</td>\n",
              "      <td>0.63793</td>\n",
              "      <td>0.46611</td>\n",
              "      <td>0.00000</td>\n",
              "      <td>0.51535</td>\n",
              "      <td>1.86399</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>74</th>\n",
              "      <td>Vietnam</td>\n",
              "      <td>Southeastern Asia</td>\n",
              "      <td>75</td>\n",
              "      <td>5.360</td>\n",
              "      <td>0.03107</td>\n",
              "      <td>0.63216</td>\n",
              "      <td>0.91226</td>\n",
              "      <td>0.74676</td>\n",
              "      <td>0.59444</td>\n",
              "      <td>0.10441</td>\n",
              "      <td>0.16860</td>\n",
              "      <td>2.20173</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75</th>\n",
              "      <td>Turkey</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>76</td>\n",
              "      <td>5.332</td>\n",
              "      <td>0.03864</td>\n",
              "      <td>1.06098</td>\n",
              "      <td>0.94632</td>\n",
              "      <td>0.73172</td>\n",
              "      <td>0.22815</td>\n",
              "      <td>0.15746</td>\n",
              "      <td>0.12253</td>\n",
              "      <td>2.08528</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>76</th>\n",
              "      <td>Kyrgyzstan</td>\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>77</th>\n",
              "      <td>Nigeria</td>\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>78</th>\n",
              "      <td>Bhutan</td>\n",
              "      <td>Southern Asia</td>\n",
              "      <td>79</td>\n",
              "      <td>5.253</td>\n",
              "      <td>0.03225</td>\n",
              "      <td>0.77042</td>\n",
              "      <td>1.10395</td>\n",
              "      <td>0.57407</td>\n",
              "      <td>0.53206</td>\n",
              "      <td>0.15445</td>\n",
              "      <td>0.47998</td>\n",
              "      <td>1.63794</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>79</th>\n",
              "      <td>Azerbaijan</td>\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>80</th>\n",
              "      <td>Pakistan</td>\n",
              "      <td>Southern Asia</td>\n",
              "      <td>81</td>\n",
              "      <td>5.194</td>\n",
              "      <td>0.03726</td>\n",
              "      <td>0.59543</td>\n",
              "      <td>0.41411</td>\n",
              "      <td>0.51466</td>\n",
              "      <td>0.12102</td>\n",
              "      <td>0.10464</td>\n",
              "      <td>0.33671</td>\n",
              "      <td>3.10709</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>81</th>\n",
              "      <td>Jordan</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>82</td>\n",
              "      <td>5.192</td>\n",
              "      <td>0.04524</td>\n",
              "      <td>0.90198</td>\n",
              "      <td>1.05392</td>\n",
              "      <td>0.69639</td>\n",
              "      <td>0.40661</td>\n",
              "      <td>0.14293</td>\n",
              "      <td>0.11053</td>\n",
              "      <td>1.87996</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>82</th>\n",
              "      <td>Montenegro</td>\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>83</th>\n",
              "      <td>China</td>\n",
              "      <td>Eastern Asia</td>\n",
              "      <td>84</td>\n",
              "      <td>5.140</td>\n",
              "      <td>0.02424</td>\n",
              "      <td>0.89012</td>\n",
              "      <td>0.94675</td>\n",
              "      <td>0.81658</td>\n",
              "      <td>0.51697</td>\n",
              "      <td>0.02781</td>\n",
              "      <td>0.08185</td>\n",
              "      <td>1.86040</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>84</th>\n",
              "      <td>Zambia</td>\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>85</th>\n",
              "      <td>Romania</td>\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>86</th>\n",
              "      <td>Serbia</td>\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>87</th>\n",
              "      <td>Portugal</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>88</td>\n",
              "      <td>5.102</td>\n",
              "      <td>0.04802</td>\n",
              "      <td>1.15991</td>\n",
              "      <td>1.13935</td>\n",
              "      <td>0.87519</td>\n",
              "      <td>0.51469</td>\n",
              "      <td>0.01078</td>\n",
              "      <td>0.13719</td>\n",
              "      <td>1.26462</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>88</th>\n",
              "      <td>Latvia</td>\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>89</th>\n",
              "      <td>Philippines</td>\n",
              "      <td>Southeastern Asia</td>\n",
              "      <td>90</td>\n",
              "      <td>5.073</td>\n",
              "      <td>0.04934</td>\n",
              "      <td>0.70532</td>\n",
              "      <td>1.03516</td>\n",
              "      <td>0.58114</td>\n",
              "      <td>0.62545</td>\n",
              "      <td>0.12279</td>\n",
              "      <td>0.24991</td>\n",
              "      <td>1.75360</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>90</th>\n",
              "      <td>Somaliland region</td>\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>91</th>\n",
              "      <td>Morocco</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>92</td>\n",
              "      <td>5.013</td>\n",
              "      <td>0.03420</td>\n",
              "      <td>0.73479</td>\n",
              "      <td>0.64095</td>\n",
              "      <td>0.60954</td>\n",
              "      <td>0.41691</td>\n",
              "      <td>0.08546</td>\n",
              "      <td>0.07172</td>\n",
              "      <td>2.45373</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>92</th>\n",
              "      <td>Macedonia</td>\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>93</th>\n",
              "      <td>Mozambique</td>\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>94</th>\n",
              "      <td>Albania</td>\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>95</th>\n",
              "      <td>Bosnia and Herzegovina</td>\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>96</th>\n",
              "      <td>Lesotho</td>\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>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>0.07446</td>\n",
              "      <td>0.89537</td>\n",
              "      <td>1.17202</td>\n",
              "      <td>0.66825</td>\n",
              "      <td>0.57672</td>\n",
              "      <td>0.14234</td>\n",
              "      <td>0.21684</td>\n",
              "      <td>1.21305</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>98</th>\n",
              "      <td>Laos</td>\n",
              "      <td>Southeastern Asia</td>\n",
              "      <td>99</td>\n",
              "      <td>4.876</td>\n",
              "      <td>0.06698</td>\n",
              "      <td>0.59066</td>\n",
              "      <td>0.73803</td>\n",
              "      <td>0.54909</td>\n",
              "      <td>0.59591</td>\n",
              "      <td>0.24249</td>\n",
              "      <td>0.42192</td>\n",
              "      <td>1.73799</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>99</th>\n",
              "      <td>Mongolia</td>\n",
              "      <td>Eastern Asia</td>\n",
              "      <td>100</td>\n",
              "      <td>4.874</td>\n",
              "      <td>0.03313</td>\n",
              "      <td>0.82819</td>\n",
              "      <td>1.30060</td>\n",
              "      <td>0.60268</td>\n",
              "      <td>0.43626</td>\n",
              "      <td>0.02666</td>\n",
              "      <td>0.33230</td>\n",
              "      <td>1.34759</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>100</th>\n",
              "      <td>Swaziland</td>\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>101</th>\n",
              "      <td>Greece</td>\n",
              "      <td>Western Europe</td>\n",
              "      <td>102</td>\n",
              "      <td>4.857</td>\n",
              "      <td>0.05062</td>\n",
              "      <td>1.15406</td>\n",
              "      <td>0.92933</td>\n",
              "      <td>0.88213</td>\n",
              "      <td>0.07699</td>\n",
              "      <td>0.01397</td>\n",
              "      <td>0.00000</td>\n",
              "      <td>1.80101</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>102</th>\n",
              "      <td>Lebanon</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>103</td>\n",
              "      <td>4.839</td>\n",
              "      <td>0.04337</td>\n",
              "      <td>1.02564</td>\n",
              "      <td>0.80001</td>\n",
              "      <td>0.83947</td>\n",
              "      <td>0.33916</td>\n",
              "      <td>0.04582</td>\n",
              "      <td>0.21854</td>\n",
              "      <td>1.57059</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>103</th>\n",
              "      <td>Hungary</td>\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>104</th>\n",
              "      <td>Honduras</td>\n",
              "      <td>Latin America and Caribbean</td>\n",
              "      <td>105</td>\n",
              "      <td>4.788</td>\n",
              "      <td>0.05648</td>\n",
              "      <td>0.59532</td>\n",
              "      <td>0.95348</td>\n",
              "      <td>0.69510</td>\n",
              "      <td>0.40148</td>\n",
              "      <td>0.06825</td>\n",
              "      <td>0.23027</td>\n",
              "      <td>1.84408</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>105</th>\n",
              "      <td>Tajikistan</td>\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>106</th>\n",
              "      <td>Tunisia</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>107</td>\n",
              "      <td>4.739</td>\n",
              "      <td>0.03589</td>\n",
              "      <td>0.88113</td>\n",
              "      <td>0.60429</td>\n",
              "      <td>0.73793</td>\n",
              "      <td>0.26268</td>\n",
              "      <td>0.06358</td>\n",
              "      <td>0.06431</td>\n",
              "      <td>2.12466</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>107</th>\n",
              "      <td>Palestinian Territories</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>108</td>\n",
              "      <td>4.715</td>\n",
              "      <td>0.04394</td>\n",
              "      <td>0.59867</td>\n",
              "      <td>0.92558</td>\n",
              "      <td>0.66015</td>\n",
              "      <td>0.24499</td>\n",
              "      <td>0.12905</td>\n",
              "      <td>0.11251</td>\n",
              "      <td>2.04384</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>108</th>\n",
              "      <td>Bangladesh</td>\n",
              "      <td>Southern Asia</td>\n",
              "      <td>109</td>\n",
              "      <td>4.694</td>\n",
              "      <td>0.03077</td>\n",
              "      <td>0.39753</td>\n",
              "      <td>0.43106</td>\n",
              "      <td>0.60164</td>\n",
              "      <td>0.40820</td>\n",
              "      <td>0.12569</td>\n",
              "      <td>0.21222</td>\n",
              "      <td>2.51767</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>109</th>\n",
              "      <td>Iran</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>110</td>\n",
              "      <td>4.686</td>\n",
              "      <td>0.04449</td>\n",
              "      <td>1.00880</td>\n",
              "      <td>0.54447</td>\n",
              "      <td>0.69805</td>\n",
              "      <td>0.30033</td>\n",
              "      <td>0.05863</td>\n",
              "      <td>0.38086</td>\n",
              "      <td>1.69440</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>110</th>\n",
              "      <td>Ukraine</td>\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>111</th>\n",
              "      <td>Iraq</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>112</td>\n",
              "      <td>4.677</td>\n",
              "      <td>0.05232</td>\n",
              "      <td>0.98549</td>\n",
              "      <td>0.81889</td>\n",
              "      <td>0.60237</td>\n",
              "      <td>0.00000</td>\n",
              "      <td>0.13788</td>\n",
              "      <td>0.17922</td>\n",
              "      <td>1.95335</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>112</th>\n",
              "      <td>South Africa</td>\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>113</th>\n",
              "      <td>Ghana</td>\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>114</th>\n",
              "      <td>Zimbabwe</td>\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>115</th>\n",
              "      <td>Liberia</td>\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>116</th>\n",
              "      <td>India</td>\n",
              "      <td>Southern Asia</td>\n",
              "      <td>117</td>\n",
              "      <td>4.565</td>\n",
              "      <td>0.02043</td>\n",
              "      <td>0.64499</td>\n",
              "      <td>0.38174</td>\n",
              "      <td>0.51529</td>\n",
              "      <td>0.39786</td>\n",
              "      <td>0.08492</td>\n",
              "      <td>0.26475</td>\n",
              "      <td>2.27513</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>117</th>\n",
              "      <td>Sudan</td>\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>118</th>\n",
              "      <td>Haiti</td>\n",
              "      <td>Latin America and Caribbean</td>\n",
              "      <td>119</td>\n",
              "      <td>4.518</td>\n",
              "      <td>0.07331</td>\n",
              "      <td>0.26673</td>\n",
              "      <td>0.74302</td>\n",
              "      <td>0.38847</td>\n",
              "      <td>0.24425</td>\n",
              "      <td>0.17175</td>\n",
              "      <td>0.46187</td>\n",
              "      <td>2.24173</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>119</th>\n",
              "      <td>Congo (Kinshasa)</td>\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>120</th>\n",
              "      <td>Nepal</td>\n",
              "      <td>Southern Asia</td>\n",
              "      <td>121</td>\n",
              "      <td>4.514</td>\n",
              "      <td>0.03607</td>\n",
              "      <td>0.35997</td>\n",
              "      <td>0.86449</td>\n",
              "      <td>0.56874</td>\n",
              "      <td>0.38282</td>\n",
              "      <td>0.05907</td>\n",
              "      <td>0.32296</td>\n",
              "      <td>1.95637</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>121</th>\n",
              "      <td>Ethiopia</td>\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>122</th>\n",
              "      <td>Sierra Leone</td>\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>123</th>\n",
              "      <td>Mauritania</td>\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>124</th>\n",
              "      <td>Kenya</td>\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>125</th>\n",
              "      <td>Djibouti</td>\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>126</th>\n",
              "      <td>Armenia</td>\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>127</th>\n",
              "      <td>Botswana</td>\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>128</th>\n",
              "      <td>Myanmar</td>\n",
              "      <td>Southeastern Asia</td>\n",
              "      <td>129</td>\n",
              "      <td>4.307</td>\n",
              "      <td>0.04351</td>\n",
              "      <td>0.27108</td>\n",
              "      <td>0.70905</td>\n",
              "      <td>0.48246</td>\n",
              "      <td>0.44017</td>\n",
              "      <td>0.19034</td>\n",
              "      <td>0.79588</td>\n",
              "      <td>1.41805</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>129</th>\n",
              "      <td>Georgia</td>\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>130</th>\n",
              "      <td>Malawi</td>\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>131</th>\n",
              "      <td>Sri Lanka</td>\n",
              "      <td>Southern Asia</td>\n",
              "      <td>132</td>\n",
              "      <td>4.271</td>\n",
              "      <td>0.03751</td>\n",
              "      <td>0.83524</td>\n",
              "      <td>1.01905</td>\n",
              "      <td>0.70806</td>\n",
              "      <td>0.53726</td>\n",
              "      <td>0.09179</td>\n",
              "      <td>0.40828</td>\n",
              "      <td>0.67108</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>132</th>\n",
              "      <td>Cameroon</td>\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>133</th>\n",
              "      <td>Bulgaria</td>\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>134</th>\n",
              "      <td>Egypt</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>135</td>\n",
              "      <td>4.194</td>\n",
              "      <td>0.03260</td>\n",
              "      <td>0.88180</td>\n",
              "      <td>0.74700</td>\n",
              "      <td>0.61712</td>\n",
              "      <td>0.17288</td>\n",
              "      <td>0.06324</td>\n",
              "      <td>0.11291</td>\n",
              "      <td>1.59927</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>135</th>\n",
              "      <td>Yemen</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>136</td>\n",
              "      <td>4.077</td>\n",
              "      <td>0.04367</td>\n",
              "      <td>0.54649</td>\n",
              "      <td>0.68093</td>\n",
              "      <td>0.40064</td>\n",
              "      <td>0.35571</td>\n",
              "      <td>0.07854</td>\n",
              "      <td>0.09131</td>\n",
              "      <td>1.92313</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>136</th>\n",
              "      <td>Angola</td>\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>137</th>\n",
              "      <td>Mali</td>\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",
              "    <tr>\n",
              "      <th>138</th>\n",
              "      <td>Congo (Brazzaville)</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>139</td>\n",
              "      <td>3.989</td>\n",
              "      <td>0.06682</td>\n",
              "      <td>0.67866</td>\n",
              "      <td>0.66290</td>\n",
              "      <td>0.31051</td>\n",
              "      <td>0.41466</td>\n",
              "      <td>0.11686</td>\n",
              "      <td>0.12388</td>\n",
              "      <td>1.68135</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>139</th>\n",
              "      <td>Comoros</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>140</td>\n",
              "      <td>3.956</td>\n",
              "      <td>0.04797</td>\n",
              "      <td>0.23906</td>\n",
              "      <td>0.79273</td>\n",
              "      <td>0.36315</td>\n",
              "      <td>0.22917</td>\n",
              "      <td>0.19900</td>\n",
              "      <td>0.17441</td>\n",
              "      <td>1.95812</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>140</th>\n",
              "      <td>Uganda</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>141</td>\n",
              "      <td>3.931</td>\n",
              "      <td>0.04317</td>\n",
              "      <td>0.21102</td>\n",
              "      <td>1.13299</td>\n",
              "      <td>0.33861</td>\n",
              "      <td>0.45727</td>\n",
              "      <td>0.07267</td>\n",
              "      <td>0.29066</td>\n",
              "      <td>1.42766</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>141</th>\n",
              "      <td>Senegal</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>142</td>\n",
              "      <td>3.904</td>\n",
              "      <td>0.03608</td>\n",
              "      <td>0.36498</td>\n",
              "      <td>0.97619</td>\n",
              "      <td>0.43540</td>\n",
              "      <td>0.36772</td>\n",
              "      <td>0.10713</td>\n",
              "      <td>0.20843</td>\n",
              "      <td>1.44395</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>142</th>\n",
              "      <td>Gabon</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>143</td>\n",
              "      <td>3.896</td>\n",
              "      <td>0.04547</td>\n",
              "      <td>1.06024</td>\n",
              "      <td>0.90528</td>\n",
              "      <td>0.43372</td>\n",
              "      <td>0.31914</td>\n",
              "      <td>0.11091</td>\n",
              "      <td>0.06822</td>\n",
              "      <td>0.99895</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>143</th>\n",
              "      <td>Niger</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>144</td>\n",
              "      <td>3.845</td>\n",
              "      <td>0.03602</td>\n",
              "      <td>0.06940</td>\n",
              "      <td>0.77265</td>\n",
              "      <td>0.29707</td>\n",
              "      <td>0.47692</td>\n",
              "      <td>0.15639</td>\n",
              "      <td>0.19387</td>\n",
              "      <td>1.87877</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>144</th>\n",
              "      <td>Cambodia</td>\n",
              "      <td>Southeastern Asia</td>\n",
              "      <td>145</td>\n",
              "      <td>3.819</td>\n",
              "      <td>0.05069</td>\n",
              "      <td>0.46038</td>\n",
              "      <td>0.62736</td>\n",
              "      <td>0.61114</td>\n",
              "      <td>0.66246</td>\n",
              "      <td>0.07247</td>\n",
              "      <td>0.40359</td>\n",
              "      <td>0.98195</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>145</th>\n",
              "      <td>Tanzania</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>146</td>\n",
              "      <td>3.781</td>\n",
              "      <td>0.05061</td>\n",
              "      <td>0.28520</td>\n",
              "      <td>1.00268</td>\n",
              "      <td>0.38215</td>\n",
              "      <td>0.32878</td>\n",
              "      <td>0.05747</td>\n",
              "      <td>0.34377</td>\n",
              "      <td>1.38079</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>146</th>\n",
              "      <td>Madagascar</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>147</td>\n",
              "      <td>3.681</td>\n",
              "      <td>0.03633</td>\n",
              "      <td>0.20824</td>\n",
              "      <td>0.66801</td>\n",
              "      <td>0.46721</td>\n",
              "      <td>0.19184</td>\n",
              "      <td>0.08124</td>\n",
              "      <td>0.21333</td>\n",
              "      <td>1.85100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>147</th>\n",
              "      <td>Central African Republic</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>148</td>\n",
              "      <td>3.678</td>\n",
              "      <td>0.06112</td>\n",
              "      <td>0.07850</td>\n",
              "      <td>0.00000</td>\n",
              "      <td>0.06699</td>\n",
              "      <td>0.48879</td>\n",
              "      <td>0.08289</td>\n",
              "      <td>0.23835</td>\n",
              "      <td>2.72230</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>148</th>\n",
              "      <td>Chad</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>149</td>\n",
              "      <td>3.667</td>\n",
              "      <td>0.03830</td>\n",
              "      <td>0.34193</td>\n",
              "      <td>0.76062</td>\n",
              "      <td>0.15010</td>\n",
              "      <td>0.23501</td>\n",
              "      <td>0.05269</td>\n",
              "      <td>0.18386</td>\n",
              "      <td>1.94296</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>149</th>\n",
              "      <td>Guinea</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>150</td>\n",
              "      <td>3.656</td>\n",
              "      <td>0.03590</td>\n",
              "      <td>0.17417</td>\n",
              "      <td>0.46475</td>\n",
              "      <td>0.24009</td>\n",
              "      <td>0.37725</td>\n",
              "      <td>0.12139</td>\n",
              "      <td>0.28657</td>\n",
              "      <td>1.99172</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>150</th>\n",
              "      <td>Ivory Coast</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>151</td>\n",
              "      <td>3.655</td>\n",
              "      <td>0.05141</td>\n",
              "      <td>0.46534</td>\n",
              "      <td>0.77115</td>\n",
              "      <td>0.15185</td>\n",
              "      <td>0.46866</td>\n",
              "      <td>0.17922</td>\n",
              "      <td>0.20165</td>\n",
              "      <td>1.41723</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>151</th>\n",
              "      <td>Burkina Faso</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>152</td>\n",
              "      <td>3.587</td>\n",
              "      <td>0.04324</td>\n",
              "      <td>0.25812</td>\n",
              "      <td>0.85188</td>\n",
              "      <td>0.27125</td>\n",
              "      <td>0.39493</td>\n",
              "      <td>0.12832</td>\n",
              "      <td>0.21747</td>\n",
              "      <td>1.46494</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>152</th>\n",
              "      <td>Afghanistan</td>\n",
              "      <td>Southern Asia</td>\n",
              "      <td>153</td>\n",
              "      <td>3.575</td>\n",
              "      <td>0.03084</td>\n",
              "      <td>0.31982</td>\n",
              "      <td>0.30285</td>\n",
              "      <td>0.30335</td>\n",
              "      <td>0.23414</td>\n",
              "      <td>0.09719</td>\n",
              "      <td>0.36510</td>\n",
              "      <td>1.95210</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>153</th>\n",
              "      <td>Rwanda</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>154</td>\n",
              "      <td>3.465</td>\n",
              "      <td>0.03464</td>\n",
              "      <td>0.22208</td>\n",
              "      <td>0.77370</td>\n",
              "      <td>0.42864</td>\n",
              "      <td>0.59201</td>\n",
              "      <td>0.55191</td>\n",
              "      <td>0.22628</td>\n",
              "      <td>0.67042</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>154</th>\n",
              "      <td>Benin</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>155</td>\n",
              "      <td>3.340</td>\n",
              "      <td>0.03656</td>\n",
              "      <td>0.28665</td>\n",
              "      <td>0.35386</td>\n",
              "      <td>0.31910</td>\n",
              "      <td>0.48450</td>\n",
              "      <td>0.08010</td>\n",
              "      <td>0.18260</td>\n",
              "      <td>1.63328</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>155</th>\n",
              "      <td>Syria</td>\n",
              "      <td>Middle East and Northern Africa</td>\n",
              "      <td>156</td>\n",
              "      <td>3.006</td>\n",
              "      <td>0.05015</td>\n",
              "      <td>0.66320</td>\n",
              "      <td>0.47489</td>\n",
              "      <td>0.72193</td>\n",
              "      <td>0.15684</td>\n",
              "      <td>0.18906</td>\n",
              "      <td>0.47179</td>\n",
              "      <td>0.32858</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>156</th>\n",
              "      <td>Burundi</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>157</td>\n",
              "      <td>2.905</td>\n",
              "      <td>0.08658</td>\n",
              "      <td>0.01530</td>\n",
              "      <td>0.41587</td>\n",
              "      <td>0.22396</td>\n",
              "      <td>0.11850</td>\n",
              "      <td>0.10062</td>\n",
              "      <td>0.19727</td>\n",
              "      <td>1.83302</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>157</th>\n",
              "      <td>Togo</td>\n",
              "      <td>Sub-Saharan Africa</td>\n",
              "      <td>158</td>\n",
              "      <td>2.839</td>\n",
              "      <td>0.06727</td>\n",
              "      <td>0.20868</td>\n",
              "      <td>0.13995</td>\n",
              "      <td>0.28443</td>\n",
              "      <td>0.36453</td>\n",
              "      <td>0.10731</td>\n",
              "      <td>0.16681</td>\n",
              "      <td>1.56726</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
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                  "Happiness Rank": 1,
                  "Happiness Score": 7.587,
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                  "Family": 1.34951,
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                  "Economy (GDP per Capita)": 1.30232,
                  "Family": 1.40223,
                  "Health (Life Expectancy)": 0.94784,
                  "Freedom": 0.62877,
                  "Trust (Government Corruption)": 0.14145,
                  "Generosity": 0.4363,
                  "Dystopia Residual": 2.70201
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                  "index": 2,
                  "Country": "Denmark",
                  "Region": "Western Europe",
                  "Happiness Rank": 3,
                  "Happiness Score": 7.527,
                  "Standard Error": 0.03328,
                  "Economy (GDP per Capita)": 1.32548,
                  "Family": 1.36058,
                  "Health (Life Expectancy)": 0.87464,
                  "Freedom": 0.64938,
                  "Trust (Government Corruption)": 0.48357,
                  "Generosity": 0.34139,
                  "Dystopia Residual": 2.49204
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                  "Country": "Norway",
                  "Region": "Western Europe",
                  "Happiness Rank": 4,
                  "Happiness Score": 7.522,
                  "Standard Error": 0.0388,
                  "Economy (GDP per Capita)": 1.459,
                  "Family": 1.33095,
                  "Health (Life Expectancy)": 0.88521,
                  "Freedom": 0.66973,
                  "Trust (Government Corruption)": 0.36503,
                  "Generosity": 0.34699,
                  "Dystopia Residual": 2.46531
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                  "index": 4,
                  "Country": "Canada",
                  "Region": "North America",
                  "Happiness Rank": 5,
                  "Happiness Score": 7.427,
                  "Standard Error": 0.03553,
                  "Economy (GDP per Capita)": 1.32629,
                  "Family": 1.32261,
                  "Health (Life Expectancy)": 0.90563,
                  "Freedom": 0.63297,
                  "Trust (Government Corruption)": 0.32957,
                  "Generosity": 0.45811,
                  "Dystopia Residual": 2.45176
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                  "index": 5,
                  "Country": "Finland",
                  "Region": "Western Europe",
                  "Happiness Rank": 6,
                  "Happiness Score": 7.406,
                  "Standard Error": 0.0314,
                  "Economy (GDP per Capita)": 1.29025,
                  "Family": 1.31826,
                  "Health (Life Expectancy)": 0.88911,
                  "Freedom": 0.64169,
                  "Trust (Government Corruption)": 0.41372,
                  "Generosity": 0.23351,
                  "Dystopia Residual": 2.61955
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                {
                  "index": 6,
                  "Country": "Netherlands",
                  "Region": "Western Europe",
                  "Happiness Rank": 7,
                  "Happiness Score": 7.378,
                  "Standard Error": 0.02799,
                  "Economy (GDP per Capita)": 1.32944,
                  "Family": 1.28017,
                  "Health (Life Expectancy)": 0.89284,
                  "Freedom": 0.61576,
                  "Trust (Government Corruption)": 0.31814,
                  "Generosity": 0.4761,
                  "Dystopia Residual": 2.4657
                },
                {
                  "index": 7,
                  "Country": "Sweden",
                  "Region": "Western Europe",
                  "Happiness Rank": 8,
                  "Happiness Score": 7.364,
                  "Standard Error": 0.03157,
                  "Economy (GDP per Capita)": 1.33171,
                  "Family": 1.28907,
                  "Health (Life Expectancy)": 0.91087,
                  "Freedom": 0.6598,
                  "Trust (Government Corruption)": 0.43844,
                  "Generosity": 0.36262,
                  "Dystopia Residual": 2.37119
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                  "index": 8,
                  "Country": "New Zealand",
                  "Region": "Australia and New Zealand",
                  "Happiness Rank": 9,
                  "Happiness Score": 7.286,
                  "Standard Error": 0.03371,
                  "Economy (GDP per Capita)": 1.25018,
                  "Family": 1.31967,
                  "Health (Life Expectancy)": 0.90837,
                  "Freedom": 0.63938,
                  "Trust (Government Corruption)": 0.42922,
                  "Generosity": 0.47501,
                  "Dystopia Residual": 2.26425
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                  "index": 9,
                  "Country": "Australia",
                  "Region": "Australia and New Zealand",
                  "Happiness Rank": 10,
                  "Happiness Score": 7.284,
                  "Standard Error": 0.04083,
                  "Economy (GDP per Capita)": 1.33358,
                  "Family": 1.30923,
                  "Health (Life Expectancy)": 0.93156,
                  "Freedom": 0.65124,
                  "Trust (Government Corruption)": 0.35637,
                  "Generosity": 0.43562,
                  "Dystopia Residual": 2.26646
                },
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                  "index": 10,
                  "Country": "Israel",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 11,
                  "Happiness Score": 7.278,
                  "Standard Error": 0.0347,
                  "Economy (GDP per Capita)": 1.22857,
                  "Family": 1.22393,
                  "Health (Life Expectancy)": 0.91387,
                  "Freedom": 0.41319,
                  "Trust (Government Corruption)": 0.07785,
                  "Generosity": 0.33172,
                  "Dystopia Residual": 3.08854
                },
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                  "index": 11,
                  "Country": "Costa Rica",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 12,
                  "Happiness Score": 7.226,
                  "Standard Error": 0.04454,
                  "Economy (GDP per Capita)": 0.95578,
                  "Family": 1.23788,
                  "Health (Life Expectancy)": 0.86027,
                  "Freedom": 0.63376,
                  "Trust (Government Corruption)": 0.10583,
                  "Generosity": 0.25497,
                  "Dystopia Residual": 3.17728
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                  "index": 12,
                  "Country": "Austria",
                  "Region": "Western Europe",
                  "Happiness Rank": 13,
                  "Happiness Score": 7.2,
                  "Standard Error": 0.03751,
                  "Economy (GDP per Capita)": 1.33723,
                  "Family": 1.29704,
                  "Health (Life Expectancy)": 0.89042,
                  "Freedom": 0.62433,
                  "Trust (Government Corruption)": 0.18676,
                  "Generosity": 0.33088,
                  "Dystopia Residual": 2.5332
                },
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                  "index": 13,
                  "Country": "Mexico",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 14,
                  "Happiness Score": 7.187,
                  "Standard Error": 0.04176,
                  "Economy (GDP per Capita)": 1.02054,
                  "Family": 0.91451,
                  "Health (Life Expectancy)": 0.81444,
                  "Freedom": 0.48181,
                  "Trust (Government Corruption)": 0.21312,
                  "Generosity": 0.14074,
                  "Dystopia Residual": 3.60214
                },
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                  "index": 14,
                  "Country": "United States",
                  "Region": "North America",
                  "Happiness Rank": 15,
                  "Happiness Score": 7.119,
                  "Standard Error": 0.03839,
                  "Economy (GDP per Capita)": 1.39451,
                  "Family": 1.24711,
                  "Health (Life Expectancy)": 0.86179,
                  "Freedom": 0.54604,
                  "Trust (Government Corruption)": 0.1589,
                  "Generosity": 0.40105,
                  "Dystopia Residual": 2.51011
                },
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                  "index": 15,
                  "Country": "Brazil",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 16,
                  "Happiness Score": 6.983,
                  "Standard Error": 0.04076,
                  "Economy (GDP per Capita)": 0.98124,
                  "Family": 1.23287,
                  "Health (Life Expectancy)": 0.69702,
                  "Freedom": 0.49049,
                  "Trust (Government Corruption)": 0.17521,
                  "Generosity": 0.14574,
                  "Dystopia Residual": 3.26001
                },
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                  "index": 16,
                  "Country": "Luxembourg",
                  "Region": "Western Europe",
                  "Happiness Rank": 17,
                  "Happiness Score": 6.946,
                  "Standard Error": 0.03499,
                  "Economy (GDP per Capita)": 1.56391,
                  "Family": 1.21963,
                  "Health (Life Expectancy)": 0.91894,
                  "Freedom": 0.61583,
                  "Trust (Government Corruption)": 0.37798,
                  "Generosity": 0.28034,
                  "Dystopia Residual": 1.96961
                },
                {
                  "index": 17,
                  "Country": "Ireland",
                  "Region": "Western Europe",
                  "Happiness Rank": 18,
                  "Happiness Score": 6.94,
                  "Standard Error": 0.03676,
                  "Economy (GDP per Capita)": 1.33596,
                  "Family": 1.36948,
                  "Health (Life Expectancy)": 0.89533,
                  "Freedom": 0.61777,
                  "Trust (Government Corruption)": 0.28703,
                  "Generosity": 0.45901,
                  "Dystopia Residual": 1.9757
                },
                {
                  "index": 18,
                  "Country": "Belgium",
                  "Region": "Western Europe",
                  "Happiness Rank": 19,
                  "Happiness Score": 6.937,
                  "Standard Error": 0.03595,
                  "Economy (GDP per Capita)": 1.30782,
                  "Family": 1.28566,
                  "Health (Life Expectancy)": 0.89667,
                  "Freedom": 0.5845,
                  "Trust (Government Corruption)": 0.2254,
                  "Generosity": 0.2225,
                  "Dystopia Residual": 2.41484
                },
                {
                  "index": 19,
                  "Country": "United Arab Emirates",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 20,
                  "Happiness Score": 6.901,
                  "Standard Error": 0.03729,
                  "Economy (GDP per Capita)": 1.42727,
                  "Family": 1.12575,
                  "Health (Life Expectancy)": 0.80925,
                  "Freedom": 0.64157,
                  "Trust (Government Corruption)": 0.38583,
                  "Generosity": 0.26428,
                  "Dystopia Residual": 2.24743
                },
                {
                  "index": 20,
                  "Country": "United Kingdom",
                  "Region": "Western Europe",
                  "Happiness Rank": 21,
                  "Happiness Score": 6.867,
                  "Standard Error": 0.01866,
                  "Economy (GDP per Capita)": 1.26637,
                  "Family": 1.28548,
                  "Health (Life Expectancy)": 0.90943,
                  "Freedom": 0.59625,
                  "Trust (Government Corruption)": 0.32067,
                  "Generosity": 0.51912,
                  "Dystopia Residual": 1.96994
                },
                {
                  "index": 21,
                  "Country": "Oman",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 22,
                  "Happiness Score": 6.853,
                  "Standard Error": 0.05335,
                  "Economy (GDP per Capita)": 1.36011,
                  "Family": 1.08182,
                  "Health (Life Expectancy)": 0.76276,
                  "Freedom": 0.63274,
                  "Trust (Government Corruption)": 0.32524,
                  "Generosity": 0.21542,
                  "Dystopia Residual": 2.47489
                },
                {
                  "index": 22,
                  "Country": "Venezuela",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 23,
                  "Happiness Score": 6.81,
                  "Standard Error": 0.06476,
                  "Economy (GDP per Capita)": 1.04424,
                  "Family": 1.25596,
                  "Health (Life Expectancy)": 0.72052,
                  "Freedom": 0.42908,
                  "Trust (Government Corruption)": 0.11069,
                  "Generosity": 0.05841,
                  "Dystopia Residual": 3.19131
                },
                {
                  "index": 23,
                  "Country": "Singapore",
                  "Region": "Southeastern Asia",
                  "Happiness Rank": 24,
                  "Happiness Score": 6.798,
                  "Standard Error": 0.0378,
                  "Economy (GDP per Capita)": 1.52186,
                  "Family": 1.02,
                  "Health (Life Expectancy)": 1.02525,
                  "Freedom": 0.54252,
                  "Trust (Government Corruption)": 0.4921,
                  "Generosity": 0.31105,
                  "Dystopia Residual": 1.88501
                },
                {
                  "index": 24,
                  "Country": "Panama",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 25,
                  "Happiness Score": 6.786,
                  "Standard Error": 0.0491,
                  "Economy (GDP per Capita)": 1.06353,
                  "Family": 1.1985,
                  "Health (Life Expectancy)": 0.79661,
                  "Freedom": 0.5421,
                  "Trust (Government Corruption)": 0.0927,
                  "Generosity": 0.24434,
                  "Dystopia Residual": 2.84848
                },
                {
                  "index": 25,
                  "Country": "Germany",
                  "Region": "Western Europe",
                  "Happiness Rank": 26,
                  "Happiness Score": 6.75,
                  "Standard Error": 0.01848,
                  "Economy (GDP per Capita)": 1.32792,
                  "Family": 1.29937,
                  "Health (Life Expectancy)": 0.89186,
                  "Freedom": 0.61477,
                  "Trust (Government Corruption)": 0.21843,
                  "Generosity": 0.28214,
                  "Dystopia Residual": 2.11569
                },
                {
                  "index": 26,
                  "Country": "Chile",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 27,
                  "Happiness Score": 6.67,
                  "Standard Error": 0.058,
                  "Economy (GDP per Capita)": 1.10715,
                  "Family": 1.12447,
                  "Health (Life Expectancy)": 0.85857,
                  "Freedom": 0.44132,
                  "Trust (Government Corruption)": 0.12869,
                  "Generosity": 0.33363,
                  "Dystopia Residual": 2.67585
                },
                {
                  "index": 27,
                  "Country": "Qatar",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 28,
                  "Happiness Score": 6.611,
                  "Standard Error": 0.06257,
                  "Economy (GDP per Capita)": 1.69042,
                  "Family": 1.0786,
                  "Health (Life Expectancy)": 0.79733,
                  "Freedom": 0.6404,
                  "Trust (Government Corruption)": 0.52208,
                  "Generosity": 0.32573,
                  "Dystopia Residual": 1.55674
                },
                {
                  "index": 28,
                  "Country": "France",
                  "Region": "Western Europe",
                  "Happiness Rank": 29,
                  "Happiness Score": 6.575,
                  "Standard Error": 0.03512,
                  "Economy (GDP per Capita)": 1.27778,
                  "Family": 1.26038,
                  "Health (Life Expectancy)": 0.94579,
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                  "Trust (Government Corruption)": 0.20646,
                  "Generosity": 0.12332,
                  "Dystopia Residual": 2.21126
                },
                {
                  "index": 29,
                  "Country": "Argentina",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 30,
                  "Happiness Score": 6.574,
                  "Standard Error": 0.04612,
                  "Economy (GDP per Capita)": 1.05351,
                  "Family": 1.24823,
                  "Health (Life Expectancy)": 0.78723,
                  "Freedom": 0.44974,
                  "Trust (Government Corruption)": 0.08484,
                  "Generosity": 0.11451,
                  "Dystopia Residual": 2.836
                },
                {
                  "index": 30,
                  "Country": "Czech Republic",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 31,
                  "Happiness Score": 6.505,
                  "Standard Error": 0.04168,
                  "Economy (GDP per Capita)": 1.17898,
                  "Family": 1.20643,
                  "Health (Life Expectancy)": 0.84483,
                  "Freedom": 0.46364,
                  "Trust (Government Corruption)": 0.02652,
                  "Generosity": 0.10686,
                  "Dystopia Residual": 2.67782
                },
                {
                  "index": 31,
                  "Country": "Uruguay",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 32,
                  "Happiness Score": 6.485,
                  "Standard Error": 0.04539,
                  "Economy (GDP per Capita)": 1.06166,
                  "Family": 1.2089,
                  "Health (Life Expectancy)": 0.8116,
                  "Freedom": 0.60362,
                  "Trust (Government Corruption)": 0.24558,
                  "Generosity": 0.2324,
                  "Dystopia Residual": 2.32142
                },
                {
                  "index": 32,
                  "Country": "Colombia",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 33,
                  "Happiness Score": 6.477,
                  "Standard Error": 0.05051,
                  "Economy (GDP per Capita)": 0.91861,
                  "Family": 1.24018,
                  "Health (Life Expectancy)": 0.69077,
                  "Freedom": 0.53466,
                  "Trust (Government Corruption)": 0.0512,
                  "Generosity": 0.18401,
                  "Dystopia Residual": 2.85737
                },
                {
                  "index": 33,
                  "Country": "Thailand",
                  "Region": "Southeastern Asia",
                  "Happiness Rank": 34,
                  "Happiness Score": 6.455,
                  "Standard Error": 0.03557,
                  "Economy (GDP per Capita)": 0.9669,
                  "Family": 1.26504,
                  "Health (Life Expectancy)": 0.7385,
                  "Freedom": 0.55664,
                  "Trust (Government Corruption)": 0.03187,
                  "Generosity": 0.5763,
                  "Dystopia Residual": 2.31945
                },
                {
                  "index": 34,
                  "Country": "Saudi Arabia",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 35,
                  "Happiness Score": 6.411,
                  "Standard Error": 0.04633,
                  "Economy (GDP per Capita)": 1.39541,
                  "Family": 1.08393,
                  "Health (Life Expectancy)": 0.72025,
                  "Freedom": 0.31048,
                  "Trust (Government Corruption)": 0.32524,
                  "Generosity": 0.13706,
                  "Dystopia Residual": 2.43872
                },
                {
                  "index": 35,
                  "Country": "Spain",
                  "Region": "Western Europe",
                  "Happiness Rank": 36,
                  "Happiness Score": 6.329,
                  "Standard Error": 0.03468,
                  "Economy (GDP per Capita)": 1.23011,
                  "Family": 1.31379,
                  "Health (Life Expectancy)": 0.95562,
                  "Freedom": 0.45951,
                  "Trust (Government Corruption)": 0.06398,
                  "Generosity": 0.18227,
                  "Dystopia Residual": 2.12367
                },
                {
                  "index": 36,
                  "Country": "Malta",
                  "Region": "Western Europe",
                  "Happiness Rank": 37,
                  "Happiness Score": 6.302,
                  "Standard Error": 0.04206,
                  "Economy (GDP per Capita)": 1.2074,
                  "Family": 1.30203,
                  "Health (Life Expectancy)": 0.88721,
                  "Freedom": 0.60365,
                  "Trust (Government Corruption)": 0.13586,
                  "Generosity": 0.51752,
                  "Dystopia Residual": 1.6488
                },
                {
                  "index": 37,
                  "Country": "Taiwan",
                  "Region": "Eastern Asia",
                  "Happiness Rank": 38,
                  "Happiness Score": 6.298,
                  "Standard Error": 0.03868,
                  "Economy (GDP per Capita)": 1.29098,
                  "Family": 1.07617,
                  "Health (Life Expectancy)": 0.8753,
                  "Freedom": 0.3974,
                  "Trust (Government Corruption)": 0.08129,
                  "Generosity": 0.25376,
                  "Dystopia Residual": 2.32323
                },
                {
                  "index": 38,
                  "Country": "Kuwait",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 39,
                  "Happiness Score": 6.295,
                  "Standard Error": 0.04456,
                  "Economy (GDP per Capita)": 1.55422,
                  "Family": 1.16594,
                  "Health (Life Expectancy)": 0.72492,
                  "Freedom": 0.55499,
                  "Trust (Government Corruption)": 0.25609,
                  "Generosity": 0.16228,
                  "Dystopia Residual": 1.87634
                },
                {
                  "index": 39,
                  "Country": "Suriname",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 40,
                  "Happiness Score": 6.269,
                  "Standard Error": 0.09811,
                  "Economy (GDP per Capita)": 0.99534,
                  "Family": 0.972,
                  "Health (Life Expectancy)": 0.6082,
                  "Freedom": 0.59657,
                  "Trust (Government Corruption)": 0.13633,
                  "Generosity": 0.16991,
                  "Dystopia Residual": 2.79094
                },
                {
                  "index": 40,
                  "Country": "Trinidad and Tobago",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 41,
                  "Happiness Score": 6.168,
                  "Standard Error": 0.10895,
                  "Economy (GDP per Capita)": 1.21183,
                  "Family": 1.18354,
                  "Health (Life Expectancy)": 0.61483,
                  "Freedom": 0.55884,
                  "Trust (Government Corruption)": 0.0114,
                  "Generosity": 0.31844,
                  "Dystopia Residual": 2.26882
                },
                {
                  "index": 41,
                  "Country": "El Salvador",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 42,
                  "Happiness Score": 6.13,
                  "Standard Error": 0.05618,
                  "Economy (GDP per Capita)": 0.76454,
                  "Family": 1.02507,
                  "Health (Life Expectancy)": 0.67737,
                  "Freedom": 0.4035,
                  "Trust (Government Corruption)": 0.11776,
                  "Generosity": 0.10692,
                  "Dystopia Residual": 3.035
                },
                {
                  "index": 42,
                  "Country": "Guatemala",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 43,
                  "Happiness Score": 6.123,
                  "Standard Error": 0.05224,
                  "Economy (GDP per Capita)": 0.74553,
                  "Family": 1.04356,
                  "Health (Life Expectancy)": 0.64425,
                  "Freedom": 0.57733,
                  "Trust (Government Corruption)": 0.09472,
                  "Generosity": 0.27489,
                  "Dystopia Residual": 2.74255
                },
                {
                  "index": 43,
                  "Country": "Uzbekistan",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 44,
                  "Happiness Score": 6.003,
                  "Standard Error": 0.04361,
                  "Economy (GDP per Capita)": 0.63244,
                  "Family": 1.34043,
                  "Health (Life Expectancy)": 0.59772,
                  "Freedom": 0.65821,
                  "Trust (Government Corruption)": 0.30826,
                  "Generosity": 0.22837,
                  "Dystopia Residual": 2.23741
                },
                {
                  "index": 44,
                  "Country": "Slovakia",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 45,
                  "Happiness Score": 5.995,
                  "Standard Error": 0.04267,
                  "Economy (GDP per Capita)": 1.16891,
                  "Family": 1.26999,
                  "Health (Life Expectancy)": 0.78902,
                  "Freedom": 0.31751,
                  "Trust (Government Corruption)": 0.03431,
                  "Generosity": 0.16893,
                  "Dystopia Residual": 2.24639
                },
                {
                  "index": 45,
                  "Country": "Japan",
                  "Region": "Eastern Asia",
                  "Happiness Rank": 46,
                  "Happiness Score": 5.987,
                  "Standard Error": 0.03581,
                  "Economy (GDP per Capita)": 1.27074,
                  "Family": 1.25712,
                  "Health (Life Expectancy)": 0.99111,
                  "Freedom": 0.49615,
                  "Trust (Government Corruption)": 0.1806,
                  "Generosity": 0.10705,
                  "Dystopia Residual": 1.68435
                },
                {
                  "index": 46,
                  "Country": "South Korea",
                  "Region": "Eastern Asia",
                  "Happiness Rank": 47,
                  "Happiness Score": 5.984,
                  "Standard Error": 0.04098,
                  "Economy (GDP per Capita)": 1.24461,
                  "Family": 0.95774,
                  "Health (Life Expectancy)": 0.96538,
                  "Freedom": 0.33208,
                  "Trust (Government Corruption)": 0.07857,
                  "Generosity": 0.18557,
                  "Dystopia Residual": 2.21978
                },
                {
                  "index": 47,
                  "Country": "Ecuador",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 48,
                  "Happiness Score": 5.975,
                  "Standard Error": 0.04528,
                  "Economy (GDP per Capita)": 0.86402,
                  "Family": 0.99903,
                  "Health (Life Expectancy)": 0.79075,
                  "Freedom": 0.48574,
                  "Trust (Government Corruption)": 0.1809,
                  "Generosity": 0.11541,
                  "Dystopia Residual": 2.53942
                },
                {
                  "index": 48,
                  "Country": "Bahrain",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 49,
                  "Happiness Score": 5.96,
                  "Standard Error": 0.05412,
                  "Economy (GDP per Capita)": 1.32376,
                  "Family": 1.21624,
                  "Health (Life Expectancy)": 0.74716,
                  "Freedom": 0.45492,
                  "Trust (Government Corruption)": 0.306,
                  "Generosity": 0.17362,
                  "Dystopia Residual": 1.73797
                },
                {
                  "index": 49,
                  "Country": "Italy",
                  "Region": "Western Europe",
                  "Happiness Rank": 50,
                  "Happiness Score": 5.948,
                  "Standard Error": 0.03914,
                  "Economy (GDP per Capita)": 1.25114,
                  "Family": 1.19777,
                  "Health (Life Expectancy)": 0.95446,
                  "Freedom": 0.26236,
                  "Trust (Government Corruption)": 0.02901,
                  "Generosity": 0.22823,
                  "Dystopia Residual": 2.02518
                },
                {
                  "index": 50,
                  "Country": "Bolivia",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 51,
                  "Happiness Score": 5.89,
                  "Standard Error": 0.05642,
                  "Economy (GDP per Capita)": 0.68133,
                  "Family": 0.97841,
                  "Health (Life Expectancy)": 0.5392,
                  "Freedom": 0.57414,
                  "Trust (Government Corruption)": 0.088,
                  "Generosity": 0.20536,
                  "Dystopia Residual": 2.82334
                },
                {
                  "index": 51,
                  "Country": "Moldova",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 52,
                  "Happiness Score": 5.889,
                  "Standard Error": 0.03799,
                  "Economy (GDP per Capita)": 0.59448,
                  "Family": 1.01528,
                  "Health (Life Expectancy)": 0.61826,
                  "Freedom": 0.32818,
                  "Trust (Government Corruption)": 0.01615,
                  "Generosity": 0.20951,
                  "Dystopia Residual": 3.10712
                },
                {
                  "index": 52,
                  "Country": "Paraguay",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 53,
                  "Happiness Score": 5.878,
                  "Standard Error": 0.04563,
                  "Economy (GDP per Capita)": 0.75985,
                  "Family": 1.30477,
                  "Health (Life Expectancy)": 0.66098,
                  "Freedom": 0.53899,
                  "Trust (Government Corruption)": 0.08242,
                  "Generosity": 0.3424,
                  "Dystopia Residual": 2.18896
                },
                {
                  "index": 53,
                  "Country": "Kazakhstan",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 54,
                  "Happiness Score": 5.855,
                  "Standard Error": 0.04114,
                  "Economy (GDP per Capita)": 1.12254,
                  "Family": 1.12241,
                  "Health (Life Expectancy)": 0.64368,
                  "Freedom": 0.51649,
                  "Trust (Government Corruption)": 0.08454,
                  "Generosity": 0.11827,
                  "Dystopia Residual": 2.24729
                },
                {
                  "index": 54,
                  "Country": "Slovenia",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 55,
                  "Happiness Score": 5.848,
                  "Standard Error": 0.04251,
                  "Economy (GDP per Capita)": 1.18498,
                  "Family": 1.27385,
                  "Health (Life Expectancy)": 0.87337,
                  "Freedom": 0.60855,
                  "Trust (Government Corruption)": 0.03787,
                  "Generosity": 0.25328,
                  "Dystopia Residual": 1.61583
                },
                {
                  "index": 55,
                  "Country": "Lithuania",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 56,
                  "Happiness Score": 5.833,
                  "Standard Error": 0.03843,
                  "Economy (GDP per Capita)": 1.14723,
                  "Family": 1.25745,
                  "Health (Life Expectancy)": 0.73128,
                  "Freedom": 0.21342,
                  "Trust (Government Corruption)": 0.01031,
                  "Generosity": 0.02641,
                  "Dystopia Residual": 2.44649
                },
                {
                  "index": 56,
                  "Country": "Nicaragua",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 57,
                  "Happiness Score": 5.828,
                  "Standard Error": 0.05371,
                  "Economy (GDP per Capita)": 0.59325,
                  "Family": 1.14184,
                  "Health (Life Expectancy)": 0.74314,
                  "Freedom": 0.55475,
                  "Trust (Government Corruption)": 0.19317,
                  "Generosity": 0.27815,
                  "Dystopia Residual": 2.32407
                },
                {
                  "index": 57,
                  "Country": "Peru",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 58,
                  "Happiness Score": 5.824,
                  "Standard Error": 0.04615,
                  "Economy (GDP per Capita)": 0.90019,
                  "Family": 0.97459,
                  "Health (Life Expectancy)": 0.73017,
                  "Freedom": 0.41496,
                  "Trust (Government Corruption)": 0.05989,
                  "Generosity": 0.14982,
                  "Dystopia Residual": 2.5945
                },
                {
                  "index": 58,
                  "Country": "Belarus",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 59,
                  "Happiness Score": 5.813,
                  "Standard Error": 0.03938,
                  "Economy (GDP per Capita)": 1.03192,
                  "Family": 1.23289,
                  "Health (Life Expectancy)": 0.73608,
                  "Freedom": 0.37938,
                  "Trust (Government Corruption)": 0.1909,
                  "Generosity": 0.11046,
                  "Dystopia Residual": 2.1309
                },
                {
                  "index": 59,
                  "Country": "Poland",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 60,
                  "Happiness Score": 5.791,
                  "Standard Error": 0.04263,
                  "Economy (GDP per Capita)": 1.12555,
                  "Family": 1.27948,
                  "Health (Life Expectancy)": 0.77903,
                  "Freedom": 0.53122,
                  "Trust (Government Corruption)": 0.04212,
                  "Generosity": 0.16759,
                  "Dystopia Residual": 1.86565
                },
                {
                  "index": 60,
                  "Country": "Malaysia",
                  "Region": "Southeastern Asia",
                  "Happiness Rank": 61,
                  "Happiness Score": 5.77,
                  "Standard Error": 0.0433,
                  "Economy (GDP per Capita)": 1.12486,
                  "Family": 1.07023,
                  "Health (Life Expectancy)": 0.72394,
                  "Freedom": 0.53024,
                  "Trust (Government Corruption)": 0.10501,
                  "Generosity": 0.33075,
                  "Dystopia Residual": 1.88541
                },
                {
                  "index": 61,
                  "Country": "Croatia",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 62,
                  "Happiness Score": 5.759,
                  "Standard Error": 0.04394,
                  "Economy (GDP per Capita)": 1.08254,
                  "Family": 0.79624,
                  "Health (Life Expectancy)": 0.78805,
                  "Freedom": 0.25883,
                  "Trust (Government Corruption)": 0.0243,
                  "Generosity": 0.05444,
                  "Dystopia Residual": 2.75414
                },
                {
                  "index": 62,
                  "Country": "Libya",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 63,
                  "Happiness Score": 5.754,
                  "Standard Error": 0.07832,
                  "Economy (GDP per Capita)": 1.13145,
                  "Family": 1.11862,
                  "Health (Life Expectancy)": 0.7038,
                  "Freedom": 0.41668,
                  "Trust (Government Corruption)": 0.11023,
                  "Generosity": 0.18295,
                  "Dystopia Residual": 2.09066
                },
                {
                  "index": 63,
                  "Country": "Russia",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 64,
                  "Happiness Score": 5.716,
                  "Standard Error": 0.03135,
                  "Economy (GDP per Capita)": 1.13764,
                  "Family": 1.23617,
                  "Health (Life Expectancy)": 0.66926,
                  "Freedom": 0.36679,
                  "Trust (Government Corruption)": 0.03005,
                  "Generosity": 0.00199,
                  "Dystopia Residual": 2.27394
                },
                {
                  "index": 64,
                  "Country": "Jamaica",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 65,
                  "Happiness Score": 5.709,
                  "Standard Error": 0.13693,
                  "Economy (GDP per Capita)": 0.81038,
                  "Family": 1.15102,
                  "Health (Life Expectancy)": 0.68741,
                  "Freedom": 0.50442,
                  "Trust (Government Corruption)": 0.02299,
                  "Generosity": 0.2123,
                  "Dystopia Residual": 2.32038
                },
                {
                  "index": 65,
                  "Country": "North Cyprus",
                  "Region": "Western Europe",
                  "Happiness Rank": 66,
                  "Happiness Score": 5.695,
                  "Standard Error": 0.05635,
                  "Economy (GDP per Capita)": 1.20806,
                  "Family": 1.07008,
                  "Health (Life Expectancy)": 0.92356,
                  "Freedom": 0.49027,
                  "Trust (Government Corruption)": 0.1428,
                  "Generosity": 0.26169,
                  "Dystopia Residual": 1.59888
                },
                {
                  "index": 66,
                  "Country": "Cyprus",
                  "Region": "Western Europe",
                  "Happiness Rank": 67,
                  "Happiness Score": 5.689,
                  "Standard Error": 0.0558,
                  "Economy (GDP per Capita)": 1.20813,
                  "Family": 0.89318,
                  "Health (Life Expectancy)": 0.92356,
                  "Freedom": 0.40672,
                  "Trust (Government Corruption)": 0.06146,
                  "Generosity": 0.30638,
                  "Dystopia Residual": 1.88931
                },
                {
                  "index": 67,
                  "Country": "Algeria",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 68,
                  "Happiness Score": 5.605,
                  "Standard Error": 0.05099,
                  "Economy (GDP per Capita)": 0.93929,
                  "Family": 1.07772,
                  "Health (Life Expectancy)": 0.61766,
                  "Freedom": 0.28579,
                  "Trust (Government Corruption)": 0.17383,
                  "Generosity": 0.07822,
                  "Dystopia Residual": 2.43209
                },
                {
                  "index": 68,
                  "Country": "Kosovo",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 69,
                  "Happiness Score": 5.589,
                  "Standard Error": 0.05018,
                  "Economy (GDP per Capita)": 0.80148,
                  "Family": 0.81198,
                  "Health (Life Expectancy)": 0.63132,
                  "Freedom": 0.24749,
                  "Trust (Government Corruption)": 0.04741,
                  "Generosity": 0.2831,
                  "Dystopia Residual": 2.76579
                },
                {
                  "index": 69,
                  "Country": "Turkmenistan",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 70,
                  "Happiness Score": 5.548,
                  "Standard Error": 0.04175,
                  "Economy (GDP per Capita)": 0.95847,
                  "Family": 1.22668,
                  "Health (Life Expectancy)": 0.53886,
                  "Freedom": 0.4761,
                  "Trust (Government Corruption)": 0.30844,
                  "Generosity": 0.16979,
                  "Dystopia Residual": 1.86984
                },
                {
                  "index": 70,
                  "Country": "Mauritius",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 71,
                  "Happiness Score": 5.477,
                  "Standard Error": 0.07197,
                  "Economy (GDP per Capita)": 1.00761,
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                  "Trust (Government Corruption)": 0.07521,
                  "Generosity": 0.37744,
                  "Dystopia Residual": 1.76145
                },
                {
                  "index": 71,
                  "Country": "Hong Kong",
                  "Region": "Eastern Asia",
                  "Happiness Rank": 72,
                  "Happiness Score": 5.474,
                  "Standard Error": 0.05051,
                  "Economy (GDP per Capita)": 1.38604,
                  "Family": 1.05818,
                  "Health (Life Expectancy)": 1.01328,
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                  "Trust (Government Corruption)": 0.37124,
                  "Generosity": 0.39478,
                  "Dystopia Residual": 0.65429
                },
                {
                  "index": 72,
                  "Country": "Estonia",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 73,
                  "Happiness Score": 5.429,
                  "Standard Error": 0.04013,
                  "Economy (GDP per Capita)": 1.15174,
                  "Family": 1.22791,
                  "Health (Life Expectancy)": 0.77361,
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                  "Trust (Government Corruption)": 0.15184,
                  "Generosity": 0.0868,
                  "Dystopia Residual": 1.58782
                },
                {
                  "index": 73,
                  "Country": "Indonesia",
                  "Region": "Southeastern Asia",
                  "Happiness Rank": 74,
                  "Happiness Score": 5.399,
                  "Standard Error": 0.02596,
                  "Economy (GDP per Capita)": 0.82827,
                  "Family": 1.08708,
                  "Health (Life Expectancy)": 0.63793,
                  "Freedom": 0.46611,
                  "Trust (Government Corruption)": 0,
                  "Generosity": 0.51535,
                  "Dystopia Residual": 1.86399
                },
                {
                  "index": 74,
                  "Country": "Vietnam",
                  "Region": "Southeastern Asia",
                  "Happiness Rank": 75,
                  "Happiness Score": 5.36,
                  "Standard Error": 0.03107,
                  "Economy (GDP per Capita)": 0.63216,
                  "Family": 0.91226,
                  "Health (Life Expectancy)": 0.74676,
                  "Freedom": 0.59444,
                  "Trust (Government Corruption)": 0.10441,
                  "Generosity": 0.1686,
                  "Dystopia Residual": 2.20173
                },
                {
                  "index": 75,
                  "Country": "Turkey",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 76,
                  "Happiness Score": 5.332,
                  "Standard Error": 0.03864,
                  "Economy (GDP per Capita)": 1.06098,
                  "Family": 0.94632,
                  "Health (Life Expectancy)": 0.73172,
                  "Freedom": 0.22815,
                  "Trust (Government Corruption)": 0.15746,
                  "Generosity": 0.12253,
                  "Dystopia Residual": 2.08528
                },
                {
                  "index": 76,
                  "Country": "Kyrgyzstan",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 77,
                  "Happiness Score": 5.286,
                  "Standard Error": 0.03823,
                  "Economy (GDP per Capita)": 0.47428,
                  "Family": 1.15115,
                  "Health (Life Expectancy)": 0.65088,
                  "Freedom": 0.43477,
                  "Trust (Government Corruption)": 0.04232,
                  "Generosity": 0.3003,
                  "Dystopia Residual": 2.2327
                },
                {
                  "index": 77,
                  "Country": "Nigeria",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 78,
                  "Happiness Score": 5.268,
                  "Standard Error": 0.04192,
                  "Economy (GDP per Capita)": 0.65435,
                  "Family": 0.90432,
                  "Health (Life Expectancy)": 0.16007,
                  "Freedom": 0.34334,
                  "Trust (Government Corruption)": 0.0403,
                  "Generosity": 0.27233,
                  "Dystopia Residual": 2.89319
                },
                {
                  "index": 78,
                  "Country": "Bhutan",
                  "Region": "Southern Asia",
                  "Happiness Rank": 79,
                  "Happiness Score": 5.253,
                  "Standard Error": 0.03225,
                  "Economy (GDP per Capita)": 0.77042,
                  "Family": 1.10395,
                  "Health (Life Expectancy)": 0.57407,
                  "Freedom": 0.53206,
                  "Trust (Government Corruption)": 0.15445,
                  "Generosity": 0.47998,
                  "Dystopia Residual": 1.63794
                },
                {
                  "index": 79,
                  "Country": "Azerbaijan",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 80,
                  "Happiness Score": 5.212,
                  "Standard Error": 0.03363,
                  "Economy (GDP per Capita)": 1.02389,
                  "Family": 0.93793,
                  "Health (Life Expectancy)": 0.64045,
                  "Freedom": 0.3703,
                  "Trust (Government Corruption)": 0.16065,
                  "Generosity": 0.07799,
                  "Dystopia Residual": 2.00073
                },
                {
                  "index": 80,
                  "Country": "Pakistan",
                  "Region": "Southern Asia",
                  "Happiness Rank": 81,
                  "Happiness Score": 5.194,
                  "Standard Error": 0.03726,
                  "Economy (GDP per Capita)": 0.59543,
                  "Family": 0.41411,
                  "Health (Life Expectancy)": 0.51466,
                  "Freedom": 0.12102,
                  "Trust (Government Corruption)": 0.10464,
                  "Generosity": 0.33671,
                  "Dystopia Residual": 3.10709
                },
                {
                  "index": 81,
                  "Country": "Jordan",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 82,
                  "Happiness Score": 5.192,
                  "Standard Error": 0.04524,
                  "Economy (GDP per Capita)": 0.90198,
                  "Family": 1.05392,
                  "Health (Life Expectancy)": 0.69639,
                  "Freedom": 0.40661,
                  "Trust (Government Corruption)": 0.14293,
                  "Generosity": 0.11053,
                  "Dystopia Residual": 1.87996
                },
                {
                  "index": 82,
                  "Country": "Montenegro",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 82,
                  "Happiness Score": 5.192,
                  "Standard Error": 0.05235,
                  "Economy (GDP per Capita)": 0.97438,
                  "Family": 0.90557,
                  "Health (Life Expectancy)": 0.72521,
                  "Freedom": 0.1826,
                  "Trust (Government Corruption)": 0.14296,
                  "Generosity": 0.1614,
                  "Dystopia Residual": 2.10017
                },
                {
                  "index": 83,
                  "Country": "China",
                  "Region": "Eastern Asia",
                  "Happiness Rank": 84,
                  "Happiness Score": 5.14,
                  "Standard Error": 0.02424,
                  "Economy (GDP per Capita)": 0.89012,
                  "Family": 0.94675,
                  "Health (Life Expectancy)": 0.81658,
                  "Freedom": 0.51697,
                  "Trust (Government Corruption)": 0.02781,
                  "Generosity": 0.08185,
                  "Dystopia Residual": 1.8604
                },
                {
                  "index": 84,
                  "Country": "Zambia",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 85,
                  "Happiness Score": 5.129,
                  "Standard Error": 0.06988,
                  "Economy (GDP per Capita)": 0.47038,
                  "Family": 0.91612,
                  "Health (Life Expectancy)": 0.29924,
                  "Freedom": 0.48827,
                  "Trust (Government Corruption)": 0.12468,
                  "Generosity": 0.19591,
                  "Dystopia Residual": 2.6343
                },
                {
                  "index": 85,
                  "Country": "Romania",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 86,
                  "Happiness Score": 5.124,
                  "Standard Error": 0.06607,
                  "Economy (GDP per Capita)": 1.04345,
                  "Family": 0.88588,
                  "Health (Life Expectancy)": 0.7689,
                  "Freedom": 0.35068,
                  "Trust (Government Corruption)": 0.00649,
                  "Generosity": 0.13748,
                  "Dystopia Residual": 1.93129
                },
                {
                  "index": 86,
                  "Country": "Serbia",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 87,
                  "Happiness Score": 5.123,
                  "Standard Error": 0.04864,
                  "Economy (GDP per Capita)": 0.92053,
                  "Family": 1.00964,
                  "Health (Life Expectancy)": 0.74836,
                  "Freedom": 0.20107,
                  "Trust (Government Corruption)": 0.02617,
                  "Generosity": 0.19231,
                  "Dystopia Residual": 2.025
                },
                {
                  "index": 87,
                  "Country": "Portugal",
                  "Region": "Western Europe",
                  "Happiness Rank": 88,
                  "Happiness Score": 5.102,
                  "Standard Error": 0.04802,
                  "Economy (GDP per Capita)": 1.15991,
                  "Family": 1.13935,
                  "Health (Life Expectancy)": 0.87519,
                  "Freedom": 0.51469,
                  "Trust (Government Corruption)": 0.01078,
                  "Generosity": 0.13719,
                  "Dystopia Residual": 1.26462
                },
                {
                  "index": 88,
                  "Country": "Latvia",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 89,
                  "Happiness Score": 5.098,
                  "Standard Error": 0.0464,
                  "Economy (GDP per Capita)": 1.11312,
                  "Family": 1.09562,
                  "Health (Life Expectancy)": 0.72437,
                  "Freedom": 0.29671,
                  "Trust (Government Corruption)": 0.06332,
                  "Generosity": 0.18226,
                  "Dystopia Residual": 1.62215
                },
                {
                  "index": 89,
                  "Country": "Philippines",
                  "Region": "Southeastern Asia",
                  "Happiness Rank": 90,
                  "Happiness Score": 5.073,
                  "Standard Error": 0.04934,
                  "Economy (GDP per Capita)": 0.70532,
                  "Family": 1.03516,
                  "Health (Life Expectancy)": 0.58114,
                  "Freedom": 0.62545,
                  "Trust (Government Corruption)": 0.12279,
                  "Generosity": 0.24991,
                  "Dystopia Residual": 1.7536
                },
                {
                  "index": 90,
                  "Country": "Somaliland region",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 91,
                  "Happiness Score": 5.057,
                  "Standard Error": 0.06161,
                  "Economy (GDP per Capita)": 0.18847,
                  "Family": 0.95152,
                  "Health (Life Expectancy)": 0.43873,
                  "Freedom": 0.46582,
                  "Trust (Government Corruption)": 0.39928,
                  "Generosity": 0.50318,
                  "Dystopia Residual": 2.11032
                },
                {
                  "index": 91,
                  "Country": "Morocco",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 92,
                  "Happiness Score": 5.013,
                  "Standard Error": 0.0342,
                  "Economy (GDP per Capita)": 0.73479,
                  "Family": 0.64095,
                  "Health (Life Expectancy)": 0.60954,
                  "Freedom": 0.41691,
                  "Trust (Government Corruption)": 0.08546,
                  "Generosity": 0.07172,
                  "Dystopia Residual": 2.45373
                },
                {
                  "index": 92,
                  "Country": "Macedonia",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 93,
                  "Happiness Score": 5.007,
                  "Standard Error": 0.05376,
                  "Economy (GDP per Capita)": 0.91851,
                  "Family": 1.00232,
                  "Health (Life Expectancy)": 0.73545,
                  "Freedom": 0.33457,
                  "Trust (Government Corruption)": 0.05327,
                  "Generosity": 0.22359,
                  "Dystopia Residual": 1.73933
                },
                {
                  "index": 93,
                  "Country": "Mozambique",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 94,
                  "Happiness Score": 4.971,
                  "Standard Error": 0.07896,
                  "Economy (GDP per Capita)": 0.08308,
                  "Family": 1.02626,
                  "Health (Life Expectancy)": 0.09131,
                  "Freedom": 0.34037,
                  "Trust (Government Corruption)": 0.15603,
                  "Generosity": 0.22269,
                  "Dystopia Residual": 3.05137
                },
                {
                  "index": 94,
                  "Country": "Albania",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 95,
                  "Happiness Score": 4.959,
                  "Standard Error": 0.05013,
                  "Economy (GDP per Capita)": 0.87867,
                  "Family": 0.80434,
                  "Health (Life Expectancy)": 0.81325,
                  "Freedom": 0.35733,
                  "Trust (Government Corruption)": 0.06413,
                  "Generosity": 0.14272,
                  "Dystopia Residual": 1.89894
                },
                {
                  "index": 95,
                  "Country": "Bosnia and Herzegovina",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 96,
                  "Happiness Score": 4.949,
                  "Standard Error": 0.06913,
                  "Economy (GDP per Capita)": 0.83223,
                  "Family": 0.91916,
                  "Health (Life Expectancy)": 0.79081,
                  "Freedom": 0.09245,
                  "Trust (Government Corruption)": 0.00227,
                  "Generosity": 0.24808,
                  "Dystopia Residual": 2.06367
                },
                {
                  "index": 96,
                  "Country": "Lesotho",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 97,
                  "Happiness Score": 4.898,
                  "Standard Error": 0.09438,
                  "Economy (GDP per Capita)": 0.37545,
                  "Family": 1.04103,
                  "Health (Life Expectancy)": 0.07612,
                  "Freedom": 0.31767,
                  "Trust (Government Corruption)": 0.12504,
                  "Generosity": 0.16388,
                  "Dystopia Residual": 2.79832
                },
                {
                  "index": 97,
                  "Country": "Dominican Republic",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 98,
                  "Happiness Score": 4.885,
                  "Standard Error": 0.07446,
                  "Economy (GDP per Capita)": 0.89537,
                  "Family": 1.17202,
                  "Health (Life Expectancy)": 0.66825,
                  "Freedom": 0.57672,
                  "Trust (Government Corruption)": 0.14234,
                  "Generosity": 0.21684,
                  "Dystopia Residual": 1.21305
                },
                {
                  "index": 98,
                  "Country": "Laos",
                  "Region": "Southeastern Asia",
                  "Happiness Rank": 99,
                  "Happiness Score": 4.876,
                  "Standard Error": 0.06698,
                  "Economy (GDP per Capita)": 0.59066,
                  "Family": 0.73803,
                  "Health (Life Expectancy)": 0.54909,
                  "Freedom": 0.59591,
                  "Trust (Government Corruption)": 0.24249,
                  "Generosity": 0.42192,
                  "Dystopia Residual": 1.73799
                },
                {
                  "index": 99,
                  "Country": "Mongolia",
                  "Region": "Eastern Asia",
                  "Happiness Rank": 100,
                  "Happiness Score": 4.874,
                  "Standard Error": 0.03313,
                  "Economy (GDP per Capita)": 0.82819,
                  "Family": 1.3006,
                  "Health (Life Expectancy)": 0.60268,
                  "Freedom": 0.43626,
                  "Trust (Government Corruption)": 0.02666,
                  "Generosity": 0.3323,
                  "Dystopia Residual": 1.34759
                },
                {
                  "index": 100,
                  "Country": "Swaziland",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 101,
                  "Happiness Score": 4.867,
                  "Standard Error": 0.08742,
                  "Economy (GDP per Capita)": 0.71206,
                  "Family": 1.07284,
                  "Health (Life Expectancy)": 0.07566,
                  "Freedom": 0.30658,
                  "Trust (Government Corruption)": 0.0306,
                  "Generosity": 0.18259,
                  "Dystopia Residual": 2.48676
                },
                {
                  "index": 101,
                  "Country": "Greece",
                  "Region": "Western Europe",
                  "Happiness Rank": 102,
                  "Happiness Score": 4.857,
                  "Standard Error": 0.05062,
                  "Economy (GDP per Capita)": 1.15406,
                  "Family": 0.92933,
                  "Health (Life Expectancy)": 0.88213,
                  "Freedom": 0.07699,
                  "Trust (Government Corruption)": 0.01397,
                  "Generosity": 0,
                  "Dystopia Residual": 1.80101
                },
                {
                  "index": 102,
                  "Country": "Lebanon",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 103,
                  "Happiness Score": 4.839,
                  "Standard Error": 0.04337,
                  "Economy (GDP per Capita)": 1.02564,
                  "Family": 0.80001,
                  "Health (Life Expectancy)": 0.83947,
                  "Freedom": 0.33916,
                  "Trust (Government Corruption)": 0.04582,
                  "Generosity": 0.21854,
                  "Dystopia Residual": 1.57059
                },
                {
                  "index": 103,
                  "Country": "Hungary",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 104,
                  "Happiness Score": 4.8,
                  "Standard Error": 0.06107,
                  "Economy (GDP per Capita)": 1.12094,
                  "Family": 1.20215,
                  "Health (Life Expectancy)": 0.75905,
                  "Freedom": 0.32112,
                  "Trust (Government Corruption)": 0.02758,
                  "Generosity": 0.128,
                  "Dystopia Residual": 1.24074
                },
                {
                  "index": 104,
                  "Country": "Honduras",
                  "Region": "Latin America and Caribbean",
                  "Happiness Rank": 105,
                  "Happiness Score": 4.788,
                  "Standard Error": 0.05648,
                  "Economy (GDP per Capita)": 0.59532,
                  "Family": 0.95348,
                  "Health (Life Expectancy)": 0.6951,
                  "Freedom": 0.40148,
                  "Trust (Government Corruption)": 0.06825,
                  "Generosity": 0.23027,
                  "Dystopia Residual": 1.84408
                },
                {
                  "index": 105,
                  "Country": "Tajikistan",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 106,
                  "Happiness Score": 4.786,
                  "Standard Error": 0.03198,
                  "Economy (GDP per Capita)": 0.39047,
                  "Family": 0.85563,
                  "Health (Life Expectancy)": 0.57379,
                  "Freedom": 0.47216,
                  "Trust (Government Corruption)": 0.15072,
                  "Generosity": 0.22974,
                  "Dystopia Residual": 2.11399
                },
                {
                  "index": 106,
                  "Country": "Tunisia",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 107,
                  "Happiness Score": 4.739,
                  "Standard Error": 0.03589,
                  "Economy (GDP per Capita)": 0.88113,
                  "Family": 0.60429,
                  "Health (Life Expectancy)": 0.73793,
                  "Freedom": 0.26268,
                  "Trust (Government Corruption)": 0.06358,
                  "Generosity": 0.06431,
                  "Dystopia Residual": 2.12466
                },
                {
                  "index": 107,
                  "Country": "Palestinian Territories",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 108,
                  "Happiness Score": 4.715,
                  "Standard Error": 0.04394,
                  "Economy (GDP per Capita)": 0.59867,
                  "Family": 0.92558,
                  "Health (Life Expectancy)": 0.66015,
                  "Freedom": 0.24499,
                  "Trust (Government Corruption)": 0.12905,
                  "Generosity": 0.11251,
                  "Dystopia Residual": 2.04384
                },
                {
                  "index": 108,
                  "Country": "Bangladesh",
                  "Region": "Southern Asia",
                  "Happiness Rank": 109,
                  "Happiness Score": 4.694,
                  "Standard Error": 0.03077,
                  "Economy (GDP per Capita)": 0.39753,
                  "Family": 0.43106,
                  "Health (Life Expectancy)": 0.60164,
                  "Freedom": 0.4082,
                  "Trust (Government Corruption)": 0.12569,
                  "Generosity": 0.21222,
                  "Dystopia Residual": 2.51767
                },
                {
                  "index": 109,
                  "Country": "Iran",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 110,
                  "Happiness Score": 4.686,
                  "Standard Error": 0.04449,
                  "Economy (GDP per Capita)": 1.0088,
                  "Family": 0.54447,
                  "Health (Life Expectancy)": 0.69805,
                  "Freedom": 0.30033,
                  "Trust (Government Corruption)": 0.05863,
                  "Generosity": 0.38086,
                  "Dystopia Residual": 1.6944
                },
                {
                  "index": 110,
                  "Country": "Ukraine",
                  "Region": "Central and Eastern Europe",
                  "Happiness Rank": 111,
                  "Happiness Score": 4.681,
                  "Standard Error": 0.04412,
                  "Economy (GDP per Capita)": 0.79907,
                  "Family": 1.20278,
                  "Health (Life Expectancy)": 0.6739,
                  "Freedom": 0.25123,
                  "Trust (Government Corruption)": 0.02961,
                  "Generosity": 0.15275,
                  "Dystopia Residual": 1.5714
                },
                {
                  "index": 111,
                  "Country": "Iraq",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 112,
                  "Happiness Score": 4.677,
                  "Standard Error": 0.05232,
                  "Economy (GDP per Capita)": 0.98549,
                  "Family": 0.81889,
                  "Health (Life Expectancy)": 0.60237,
                  "Freedom": 0,
                  "Trust (Government Corruption)": 0.13788,
                  "Generosity": 0.17922,
                  "Dystopia Residual": 1.95335
                },
                {
                  "index": 112,
                  "Country": "South Africa",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 113,
                  "Happiness Score": 4.642,
                  "Standard Error": 0.04585,
                  "Economy (GDP per Capita)": 0.92049,
                  "Family": 1.18468,
                  "Health (Life Expectancy)": 0.27688,
                  "Freedom": 0.33207,
                  "Trust (Government Corruption)": 0.08884,
                  "Generosity": 0.11973,
                  "Dystopia Residual": 1.71956
                },
                {
                  "index": 113,
                  "Country": "Ghana",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 114,
                  "Happiness Score": 4.633,
                  "Standard Error": 0.04742,
                  "Economy (GDP per Capita)": 0.54558,
                  "Family": 0.67954,
                  "Health (Life Expectancy)": 0.40132,
                  "Freedom": 0.42342,
                  "Trust (Government Corruption)": 0.04355,
                  "Generosity": 0.23087,
                  "Dystopia Residual": 2.30919
                },
                {
                  "index": 114,
                  "Country": "Zimbabwe",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 115,
                  "Happiness Score": 4.61,
                  "Standard Error": 0.0429,
                  "Economy (GDP per Capita)": 0.271,
                  "Family": 1.03276,
                  "Health (Life Expectancy)": 0.33475,
                  "Freedom": 0.25861,
                  "Trust (Government Corruption)": 0.08079,
                  "Generosity": 0.18987,
                  "Dystopia Residual": 2.44191
                },
                {
                  "index": 115,
                  "Country": "Liberia",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 116,
                  "Happiness Score": 4.571,
                  "Standard Error": 0.11068,
                  "Economy (GDP per Capita)": 0.0712,
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                  "index": 116,
                  "Country": "India",
                  "Region": "Southern Asia",
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                  "Happiness Score": 4.565,
                  "Standard Error": 0.02043,
                  "Economy (GDP per Capita)": 0.64499,
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                {
                  "index": 117,
                  "Country": "Sudan",
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                  "Happiness Rank": 118,
                  "Happiness Score": 4.55,
                  "Standard Error": 0.0674,
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                {
                  "index": 118,
                  "Country": "Haiti",
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                  "Happiness Score": 4.518,
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                  "index": 119,
                  "Country": "Congo (Kinshasa)",
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                  "index": 120,
                  "Country": "Nepal",
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                  "index": 123,
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                  "Happiness Score": 3.819,
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                  "Economy (GDP per Capita)": 0.46038,
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                },
                {
                  "index": 145,
                  "Country": "Tanzania",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 146,
                  "Happiness Score": 3.781,
                  "Standard Error": 0.05061,
                  "Economy (GDP per Capita)": 0.2852,
                  "Family": 1.00268,
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                  "Generosity": 0.34377,
                  "Dystopia Residual": 1.38079
                },
                {
                  "index": 146,
                  "Country": "Madagascar",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 147,
                  "Happiness Score": 3.681,
                  "Standard Error": 0.03633,
                  "Economy (GDP per Capita)": 0.20824,
                  "Family": 0.66801,
                  "Health (Life Expectancy)": 0.46721,
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                  "Trust (Government Corruption)": 0.08124,
                  "Generosity": 0.21333,
                  "Dystopia Residual": 1.851
                },
                {
                  "index": 147,
                  "Country": "Central African Republic",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 148,
                  "Happiness Score": 3.678,
                  "Standard Error": 0.06112,
                  "Economy (GDP per Capita)": 0.0785,
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                  "Health (Life Expectancy)": 0.06699,
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                  "Dystopia Residual": 2.7223
                },
                {
                  "index": 148,
                  "Country": "Chad",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 149,
                  "Happiness Score": 3.667,
                  "Standard Error": 0.0383,
                  "Economy (GDP per Capita)": 0.34193,
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                {
                  "index": 149,
                  "Country": "Guinea",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 150,
                  "Happiness Score": 3.656,
                  "Standard Error": 0.0359,
                  "Economy (GDP per Capita)": 0.17417,
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                  "Dystopia Residual": 1.99172
                },
                {
                  "index": 150,
                  "Country": "Ivory Coast",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 151,
                  "Happiness Score": 3.655,
                  "Standard Error": 0.05141,
                  "Economy (GDP per Capita)": 0.46534,
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                  "Dystopia Residual": 1.41723
                },
                {
                  "index": 151,
                  "Country": "Burkina Faso",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 152,
                  "Happiness Score": 3.587,
                  "Standard Error": 0.04324,
                  "Economy (GDP per Capita)": 0.25812,
                  "Family": 0.85188,
                  "Health (Life Expectancy)": 0.27125,
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                  "Generosity": 0.21747,
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                },
                {
                  "index": 152,
                  "Country": "Afghanistan",
                  "Region": "Southern Asia",
                  "Happiness Rank": 153,
                  "Happiness Score": 3.575,
                  "Standard Error": 0.03084,
                  "Economy (GDP per Capita)": 0.31982,
                  "Family": 0.30285,
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                },
                {
                  "index": 153,
                  "Country": "Rwanda",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 154,
                  "Happiness Score": 3.465,
                  "Standard Error": 0.03464,
                  "Economy (GDP per Capita)": 0.22208,
                  "Family": 0.7737,
                  "Health (Life Expectancy)": 0.42864,
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                  "Trust (Government Corruption)": 0.55191,
                  "Generosity": 0.22628,
                  "Dystopia Residual": 0.67042
                },
                {
                  "index": 154,
                  "Country": "Benin",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 155,
                  "Happiness Score": 3.34,
                  "Standard Error": 0.03656,
                  "Economy (GDP per Capita)": 0.28665,
                  "Family": 0.35386,
                  "Health (Life Expectancy)": 0.3191,
                  "Freedom": 0.4845,
                  "Trust (Government Corruption)": 0.0801,
                  "Generosity": 0.1826,
                  "Dystopia Residual": 1.63328
                },
                {
                  "index": 155,
                  "Country": "Syria",
                  "Region": "Middle East and Northern Africa",
                  "Happiness Rank": 156,
                  "Happiness Score": 3.006,
                  "Standard Error": 0.05015,
                  "Economy (GDP per Capita)": 0.6632,
                  "Family": 0.47489,
                  "Health (Life Expectancy)": 0.72193,
                  "Freedom": 0.15684,
                  "Trust (Government Corruption)": 0.18906,
                  "Generosity": 0.47179,
                  "Dystopia Residual": 0.32858
                },
                {
                  "index": 156,
                  "Country": "Burundi",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 157,
                  "Happiness Score": 2.905,
                  "Standard Error": 0.08658,
                  "Economy (GDP per Capita)": 0.0153,
                  "Family": 0.41587,
                  "Health (Life Expectancy)": 0.22396,
                  "Freedom": 0.1185,
                  "Trust (Government Corruption)": 0.10062,
                  "Generosity": 0.19727,
                  "Dystopia Residual": 1.83302
                },
                {
                  "index": 157,
                  "Country": "Togo",
                  "Region": "Sub-Saharan Africa",
                  "Happiness Rank": 158,
                  "Happiness Score": 2.839,
                  "Standard Error": 0.06727,
                  "Economy (GDP per Capita)": 0.20868,
                  "Family": 0.13995,
                  "Health (Life Expectancy)": 0.28443,
                  "Freedom": 0.36453,
                  "Trust (Government Corruption)": 0.10731,
                  "Generosity": 0.16681,
                  "Dystopia Residual": 1.56726
                }
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      ],
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    },
    {
      "cell_type": "markdown",
      "source": [
        "There's much more we want to do with this (as well as shake out bugs). There are several ways to reach us about this component:\n",
        "\n",
        "* [Write an issue on Github](https://github.com/nteract/nteract/issues/new) and label it `data-explorer`\n",
        "* Tweet [@nteractio](https://twitter.com/nteractio) and/or [@elijah_meeks](https://twitter.com/elijah_meeks)"
      ],
      "metadata": {}
    },
    {
      "cell_type": "markdown",
      "source": [],
      "metadata": {}
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