From fbd1700467dc07486a7a5eaf09c2d0594ee68a7f Mon Sep 17 00:00:00 2001
From: Jessica Bernardo <jessicaaurorabernardo@gmail.com>
Date: Thu, 29 Aug 2024 15:05:33 -0300
Subject: [PATCH] Projeto guiado II Jessica Aurora

---
 exercicios/para-casa/JessicaAurora.ipynb      | 1122 +++++++++
 exercicios/para-casa/READMEPLEASE.md          |   69 +
 .../Relatorio_Mundial_da_Felicidade.csv       | 2090 +++++++++++++++++
 .../World Happiness Report 2005-2021.csv      | 2090 +++++++++++++++++
 4 files changed, 5371 insertions(+)
 create mode 100644 exercicios/para-casa/JessicaAurora.ipynb
 create mode 100644 exercicios/para-casa/READMEPLEASE.md
 create mode 100644 exercicios/para-casa/Relatorio_Mundial_da_Felicidade.csv
 create mode 100644 exercicios/para-casa/World Happiness Report 2005-2021.csv

diff --git a/exercicios/para-casa/JessicaAurora.ipynb b/exercicios/para-casa/JessicaAurora.ipynb
new file mode 100644
index 0000000..4ccd9ae
--- /dev/null
+++ b/exercicios/para-casa/JessicaAurora.ipynb
@@ -0,0 +1,1122 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# **Projeto II**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- Faça a instalação das bibliotecas necessárias para tratamento de dados, sendo necessário usar pandas e numpy.\n",
+    "- Utilize a biblioteca Matplotlib ou Seaborn para construir novos gráficos."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Importar bibliotecas iniciais\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- Busque um dataset de sua preferência no [Kaggle]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Leitura do arquivo : Relatório Mundial da Felicidade\n",
+    "df = pd.read_csv('World Happiness Report 2005-2021.csv')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- Fale sobre o motivo de escolha dos dados: pq esses dados me chamaram a atenção ao ponto de achar que teríamos bons insights? O que eu vi de relevante nesses dados?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "```python\n",
+    "Além das habilidades técnicas, a análise do Relatório Mundial da Felicidade nos lembra da importância de considerar o bem-estar emocional e mental em nossas vidas. Em tempos desafiadores, compreender o que contribui para a felicidade pode nos ajudar a enfrentar incertezas com mais resiliência. Afinal, a busca pela felicidade é um objetivo universal que transcende fronteiras e culturas. \n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "\n",
+    "**Realizando uma Análise  exploratória dos dados**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Country name</th>\n",
+       "      <th>Year</th>\n",
+       "      <th>Life Ladder</th>\n",
+       "      <th>Log GDP per capita</th>\n",
+       "      <th>Social support</th>\n",
+       "      <th>Healthy life expectancy at birth</th>\n",
+       "      <th>Freedom to make life choices</th>\n",
+       "      <th>Generosity</th>\n",
+       "      <th>Perceptions of corruption</th>\n",
+       "      <th>Positive affect</th>\n",
+       "      <th>Negative affect</th>\n",
+       "      <th>Confidence in national government</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Afghanistan</td>\n",
+       "      <td>2008</td>\n",
+       "      <td>3.723590</td>\n",
+       "      <td>7.302574</td>\n",
+       "      <td>0.450662</td>\n",
+       "      <td>50.500000</td>\n",
+       "      <td>0.718114</td>\n",
+       "      <td>0.173169</td>\n",
+       "      <td>0.881686</td>\n",
+       "      <td>0.414297</td>\n",
+       "      <td>0.258195</td>\n",
+       "      <td>0.612072</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Afghanistan</td>\n",
+       "      <td>2009</td>\n",
+       "      <td>4.401778</td>\n",
+       "      <td>7.472446</td>\n",
+       "      <td>0.552308</td>\n",
+       "      <td>50.799999</td>\n",
+       "      <td>0.678896</td>\n",
+       "      <td>0.195469</td>\n",
+       "      <td>0.850035</td>\n",
+       "      <td>0.481421</td>\n",
+       "      <td>0.237092</td>\n",
+       "      <td>0.611545</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Afghanistan</td>\n",
+       "      <td>2010</td>\n",
+       "      <td>4.758381</td>\n",
+       "      <td>7.579183</td>\n",
+       "      <td>0.539075</td>\n",
+       "      <td>51.099998</td>\n",
+       "      <td>0.600127</td>\n",
+       "      <td>0.125859</td>\n",
+       "      <td>0.706766</td>\n",
+       "      <td>0.516907</td>\n",
+       "      <td>0.275324</td>\n",
+       "      <td>0.299357</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  Country name  Year  Life Ladder  Log GDP per capita  Social support  \\\n",
+       "0  Afghanistan  2008     3.723590            7.302574        0.450662   \n",
+       "1  Afghanistan  2009     4.401778            7.472446        0.552308   \n",
+       "2  Afghanistan  2010     4.758381            7.579183        0.539075   \n",
+       "\n",
+       "   Healthy life expectancy at birth  Freedom to make life choices  Generosity  \\\n",
+       "0                         50.500000                      0.718114    0.173169   \n",
+       "1                         50.799999                      0.678896    0.195469   \n",
+       "2                         51.099998                      0.600127    0.125859   \n",
+       "\n",
+       "   Perceptions of corruption  Positive affect  Negative affect  \\\n",
+       "0                   0.881686         0.414297         0.258195   \n",
+       "1                   0.850035         0.481421         0.237092   \n",
+       "2                   0.706766         0.516907         0.275324   \n",
+       "\n",
+       "   Confidence in national government  \n",
+       "0                           0.612072  \n",
+       "1                           0.611545  \n",
+       "2                           0.299357  "
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Verificando o carregamento do arquivo e visualizando algumas linhas\n",
+    "df.head(3)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(2089, 12)"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Verificando quantidade de linhas e colunas\n",
+    "df.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Country name                           0\n",
+      "Year                                   0\n",
+      "Life Ladder                            0\n",
+      "Log GDP per capita                    27\n",
+      "Social support                        13\n",
+      "Healthy life expectancy at birth      58\n",
+      "Freedom to make life choices          32\n",
+      "Generosity                            80\n",
+      "Perceptions of corruption            113\n",
+      "Positive affect                       24\n",
+      "Negative affect                       16\n",
+      "Confidence in national government    216\n",
+      "dtype: int64\n",
+      "0       0\n",
+      "1       0\n",
+      "2       0\n",
+      "3       0\n",
+      "4       0\n",
+      "       ..\n",
+      "2084    0\n",
+      "2085    0\n",
+      "2086    0\n",
+      "2087    0\n",
+      "2088    0\n",
+      "Length: 2089, dtype: int64\n"
+     ]
+    }
+   ],
+   "source": [
+    "#Contando nulos por colunas e por linhas\n",
+    "nulos_por_colunas = df.isnull().sum()\n",
+    "print(nulos_por_colunas)\n",
+    "nulos_por_linhas = df.isnull().sum(axis=1)\n",
+    "print(nulos_por_linhas)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Year</th>\n",
+       "      <th>Life Ladder</th>\n",
+       "      <th>Log GDP per capita</th>\n",
+       "      <th>Social support</th>\n",
+       "      <th>Healthy life expectancy at birth</th>\n",
+       "      <th>Freedom to make life choices</th>\n",
+       "      <th>Generosity</th>\n",
+       "      <th>Perceptions of corruption</th>\n",
+       "      <th>Positive affect</th>\n",
+       "      <th>Negative affect</th>\n",
+       "      <th>Confidence in national government</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>2089.000000</td>\n",
+       "      <td>2089.000000</td>\n",
+       "      <td>2062.000000</td>\n",
+       "      <td>2076.000000</td>\n",
+       "      <td>2031.000000</td>\n",
+       "      <td>2057.000000</td>\n",
+       "      <td>2009.000000</td>\n",
+       "      <td>1976.000000</td>\n",
+       "      <td>2065.000000</td>\n",
+       "      <td>2073.000000</td>\n",
+       "      <td>1873.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>2013.727621</td>\n",
+       "      <td>5.473747</td>\n",
+       "      <td>9.378408</td>\n",
+       "      <td>0.811542</td>\n",
+       "      <td>63.180326</td>\n",
+       "      <td>0.745462</td>\n",
+       "      <td>0.000102</td>\n",
+       "      <td>0.746474</td>\n",
+       "      <td>0.651421</td>\n",
+       "      <td>0.270544</td>\n",
+       "      <td>0.483914</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>4.455614</td>\n",
+       "      <td>1.115567</td>\n",
+       "      <td>1.143520</td>\n",
+       "      <td>0.118935</td>\n",
+       "      <td>6.948546</td>\n",
+       "      <td>0.140751</td>\n",
+       "      <td>0.161082</td>\n",
+       "      <td>0.186136</td>\n",
+       "      <td>0.105954</td>\n",
+       "      <td>0.085849</td>\n",
+       "      <td>0.191515</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>2005.000000</td>\n",
+       "      <td>2.178809</td>\n",
+       "      <td>5.526723</td>\n",
+       "      <td>0.290184</td>\n",
+       "      <td>6.720000</td>\n",
+       "      <td>0.257534</td>\n",
+       "      <td>-0.335739</td>\n",
+       "      <td>0.035198</td>\n",
+       "      <td>0.178886</td>\n",
+       "      <td>0.082737</td>\n",
+       "      <td>0.068769</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>2010.000000</td>\n",
+       "      <td>4.651972</td>\n",
+       "      <td>8.473547</td>\n",
+       "      <td>0.747664</td>\n",
+       "      <td>58.965000</td>\n",
+       "      <td>0.651689</td>\n",
+       "      <td>-0.113172</td>\n",
+       "      <td>0.689840</td>\n",
+       "      <td>0.570057</td>\n",
+       "      <td>0.207652</td>\n",
+       "      <td>0.334808</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>2014.000000</td>\n",
+       "      <td>5.405246</td>\n",
+       "      <td>9.463269</td>\n",
+       "      <td>0.834770</td>\n",
+       "      <td>64.980003</td>\n",
+       "      <td>0.767357</td>\n",
+       "      <td>-0.023366</td>\n",
+       "      <td>0.801339</td>\n",
+       "      <td>0.662837</td>\n",
+       "      <td>0.260328</td>\n",
+       "      <td>0.467046</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>2017.000000</td>\n",
+       "      <td>6.294282</td>\n",
+       "      <td>10.347656</td>\n",
+       "      <td>0.904682</td>\n",
+       "      <td>68.362499</td>\n",
+       "      <td>0.857677</td>\n",
+       "      <td>0.090584</td>\n",
+       "      <td>0.870789</td>\n",
+       "      <td>0.737176</td>\n",
+       "      <td>0.321706</td>\n",
+       "      <td>0.616302</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>2021.000000</td>\n",
+       "      <td>8.018934</td>\n",
+       "      <td>11.665803</td>\n",
+       "      <td>0.987343</td>\n",
+       "      <td>74.349998</td>\n",
+       "      <td>0.985178</td>\n",
+       "      <td>0.706377</td>\n",
+       "      <td>0.983276</td>\n",
+       "      <td>0.883586</td>\n",
+       "      <td>0.704590</td>\n",
+       "      <td>0.993604</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              Year  Life Ladder  Log GDP per capita  Social support  \\\n",
+       "count  2089.000000  2089.000000         2062.000000     2076.000000   \n",
+       "mean   2013.727621     5.473747            9.378408        0.811542   \n",
+       "std       4.455614     1.115567            1.143520        0.118935   \n",
+       "min    2005.000000     2.178809            5.526723        0.290184   \n",
+       "25%    2010.000000     4.651972            8.473547        0.747664   \n",
+       "50%    2014.000000     5.405246            9.463269        0.834770   \n",
+       "75%    2017.000000     6.294282           10.347656        0.904682   \n",
+       "max    2021.000000     8.018934           11.665803        0.987343   \n",
+       "\n",
+       "       Healthy life expectancy at birth  Freedom to make life choices  \\\n",
+       "count                       2031.000000                   2057.000000   \n",
+       "mean                          63.180326                      0.745462   \n",
+       "std                            6.948546                      0.140751   \n",
+       "min                            6.720000                      0.257534   \n",
+       "25%                           58.965000                      0.651689   \n",
+       "50%                           64.980003                      0.767357   \n",
+       "75%                           68.362499                      0.857677   \n",
+       "max                           74.349998                      0.985178   \n",
+       "\n",
+       "        Generosity  Perceptions of corruption  Positive affect  \\\n",
+       "count  2009.000000                1976.000000      2065.000000   \n",
+       "mean      0.000102                   0.746474         0.651421   \n",
+       "std       0.161082                   0.186136         0.105954   \n",
+       "min      -0.335739                   0.035198         0.178886   \n",
+       "25%      -0.113172                   0.689840         0.570057   \n",
+       "50%      -0.023366                   0.801339         0.662837   \n",
+       "75%       0.090584                   0.870789         0.737176   \n",
+       "max       0.706377                   0.983276         0.883586   \n",
+       "\n",
+       "       Negative affect  Confidence in national government  \n",
+       "count      2073.000000                        1873.000000  \n",
+       "mean          0.270544                           0.483914  \n",
+       "std           0.085849                           0.191515  \n",
+       "min           0.082737                           0.068769  \n",
+       "25%           0.207652                           0.334808  \n",
+       "50%           0.260328                           0.467046  \n",
+       "75%           0.321706                           0.616302  \n",
+       "max           0.704590                           0.993604  "
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Vizualizando a  descriçao dos dados\n",
+    "df.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<bound method DataFrame.info of      Country name  Year  Life Ladder  Log GDP per capita  Social support  \\\n",
+      "0     Afghanistan  2008     3.723590            7.302574        0.450662   \n",
+      "1     Afghanistan  2009     4.401778            7.472446        0.552308   \n",
+      "2     Afghanistan  2010     4.758381            7.579183        0.539075   \n",
+      "3     Afghanistan  2011     3.831719            7.552006        0.521104   \n",
+      "4     Afghanistan  2012     3.782938            7.637953        0.520637   \n",
+      "...           ...   ...          ...                 ...             ...   \n",
+      "2084     Zimbabwe  2017     3.638300            8.241609        0.754147   \n",
+      "2085     Zimbabwe  2018     3.616480            8.274620        0.775388   \n",
+      "2086     Zimbabwe  2019     2.693523            8.196998        0.759162   \n",
+      "2087     Zimbabwe  2020     3.159802            8.117733        0.717243   \n",
+      "2088     Zimbabwe  2021     3.154578            8.153248        0.685151   \n",
+      "\n",
+      "      Healthy life expectancy at birth  Freedom to make life choices  \\\n",
+      "0                            50.500000                      0.718114   \n",
+      "1                            50.799999                      0.678896   \n",
+      "2                            51.099998                      0.600127   \n",
+      "3                            51.400002                      0.495901   \n",
+      "4                            51.700001                      0.530935   \n",
+      "...                                ...                           ...   \n",
+      "2084                         52.150002                      0.752826   \n",
+      "2085                         52.625000                      0.762675   \n",
+      "2086                         53.099998                      0.631908   \n",
+      "2087                         53.575001                      0.643303   \n",
+      "2088                         54.049999                      0.667636   \n",
+      "\n",
+      "      Generosity  Perceptions of corruption  Positive affect  Negative affect  \\\n",
+      "0       0.173169                   0.881686         0.414297         0.258195   \n",
+      "1       0.195469                   0.850035         0.481421         0.237092   \n",
+      "2       0.125859                   0.706766         0.516907         0.275324   \n",
+      "3       0.167723                   0.731109         0.479835         0.267175   \n",
+      "4       0.241247                   0.775620         0.613513         0.267919   \n",
+      "...          ...                        ...              ...              ...   \n",
+      "2084   -0.113937                   0.751208         0.733641         0.224051   \n",
+      "2085   -0.084747                   0.844209         0.657524         0.211726   \n",
+      "2086   -0.081540                   0.830652         0.658434         0.235354   \n",
+      "2087   -0.029376                   0.788523         0.660658         0.345736   \n",
+      "2088   -0.109439                   0.756945         0.609917         0.241682   \n",
+      "\n",
+      "      Confidence in national government  \n",
+      "0                              0.612072  \n",
+      "1                              0.611545  \n",
+      "2                              0.299357  \n",
+      "3                              0.307386  \n",
+      "4                              0.435440  \n",
+      "...                                 ...  \n",
+      "2084                           0.682647  \n",
+      "2085                           0.550508  \n",
+      "2086                           0.456455  \n",
+      "2087                           0.577302  \n",
+      "2088                           0.665703  \n",
+      "\n",
+      "[2089 rows x 12 columns]>\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Verificando informaçoes\n",
+    "info_df = df.info\n",
+    "print(info_df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(2089, 12)"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Removendo linhas duplicadas e verificando se houveram alteraçoes\n",
+    "df = df.drop_duplicates()\n",
+    "df.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Nome do País', 'Ano', 'Escala de Felicidade', 'Log do PIB per capita',\n",
+       "       'Apoio Social', 'Expectativa de Vida Saudável ao Nascer',\n",
+       "       'Liberdade para Tomar Decisões na Vida', 'Generosidade',\n",
+       "       'Percepções de Corrupção', 'Afeto Positivo', 'Afeto Negativo',\n",
+       "       'Confiança no Governo Nacional'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Renomeando as colunas\n",
+    "df.rename(columns={\n",
+    "    'Country name': 'Nome do País',\n",
+    "    'Year': 'Ano', \n",
+    "    'Life Ladder': 'Escala de Felicidade',\n",
+    "    'Log GDP per capita': 'Log do PIB per capita',\n",
+    "    'Social support': 'Apoio Social', \n",
+    "    'Healthy life expectancy at birth': 'Expectativa de Vida Saudável ao Nascer', \n",
+    "    'Freedom to make life choices': 'Liberdade para Tomar Decisões na Vida',\n",
+    "    'Generosity': 'Generosidade',\n",
+    "    'Perceptions of corruption': 'Percepções de Corrupção', \n",
+    "    'Positive affect': 'Afeto Positivo',\n",
+    "    'Negative affect': 'Afeto Negativo',\n",
+    "    'Confidence in national government': 'Confiança no Governo Nacional'\n",
+    "}, inplace=True)\n",
+    "\n",
+    "df.columns\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 91,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Salvando novo csv traduzido\n",
+    "df.to_csv('Relatorio_Mundial_da_Felicidade.csv', index=False)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Analise dos dados**\n",
+    "\n",
+    "- Crie visualizações de gráficos com pandas, sendo no mínimo 4 gráficos"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " 1. Qual é a distribuição dos países na escala de felicidade?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Função para categorizar a felicidade\n",
+    "def categorizar_felicidade(valor):\n",
+    "    if 1 <= valor <= 4:\n",
+    "        return 'Baixa Felicidade'\n",
+    "    elif 5 <= valor <= 7:\n",
+    "        return 'Moderada Felicidade'\n",
+    "    elif 7 <= valor <= 9:\n",
+    "        return 'Alta Felicidade'\n",
+    "    else:\n",
+    "        return 'Muito Alta Felicidade'\n",
+    "\n",
+    "# Calculando a média da Escala de Felicidade para cada país ao longo dos anos\n",
+    "media_felicidade = df.groupby('Nome do País')['Escala de Felicidade'].mean().reset_index()\n",
+    "\n",
+    "# Aplicando a função de categorização\n",
+    "media_felicidade['Categoria de Felicidade'] = media_felicidade['Escala de Felicidade'].apply(categorizar_felicidade)\n",
+    "\n",
+    "# Contando o número de países em cada categoria\n",
+    "categoria_de_felicidade = media_felicidade['Categoria de Felicidade'].value_counts()\n",
+    "\n",
+    "# Plotando o gráfico de pizza\n",
+    "categoria_de_felicidade.plot(kind=\"pie\", autopct='%1.1f%%', startangle=90, colors=['#66b3ff','#ff9999','#99ff99','red'])\n",
+    "plt.title('Escala de felicidade dos Países por categorias')\n",
+    "plt.ylabel('')  # Remove o rótulo do eixo y\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "2) Quais são os 3 países com a maior e a menor média de felicidade ao longo dos anos?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "# Calculando a média da Escala de Felicidade para cada país ao longo dos anos\n",
+    "media_felicidade = df.groupby('Nome do País')['Escala de Felicidade'].mean().reset_index()\n",
+    "\n",
+    "# Ordenando os países pela média da Escala de Felicidade\n",
+    "paises_ordenados = media_felicidade.sort_values(by='Escala de Felicidade', ascending=False)\n",
+    "\n",
+    "# Pegando os 3 países com a maior e menor média de felicidade\n",
+    "top_3_paises = paises_ordenados.head(3)\n",
+    "bottom_3_paises = paises_ordenados.tail(3)\n",
+    "\n",
+    "# Combinando os dados\n",
+    "paises_para_plotar = pd.concat([top_3_paises, bottom_3_paises])\n",
+    "\n",
+    "# Plotando o gráfico\n",
+    "plt.bar(paises_para_plotar['Nome do País'], paises_para_plotar['Escala de Felicidade'], color=['#ff9999']*3 + ['red']*3, edgecolor='black')\n",
+    "plt.ylabel('Média da Escala de Felicidade')\n",
+    "plt.title('3 Países com maior e menor média de Felicidade do mundo')\n",
+    "plt.xticks(rotation=45)\n",
+    "plt.legend(['Escala de Felicidade'])\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "4. Qual é a escala de felicidade do Brasil em relação ao país com a maior média e ao país com a menor média de felicidade mundial?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Ordenando os países pela média da Escala de Felicidade\n",
+    "paises_ordenados = media_felicidade.sort_values(by='Escala de Felicidade', ascending=False)\n",
+    "\n",
+    "# Pegando o país com a maior e menor média de felicidade\n",
+    "pais_maior_media = paises_ordenados.head(1)\n",
+    "pais_menor_media = paises_ordenados.tail(1)\n",
+    "\n",
+    "# Incluindo o Brasil na análise\n",
+    "brasil = media_felicidade[media_felicidade['Nome do País'] == 'Brazil']\n",
+    "\n",
+    "# Combinando os dados\n",
+    "paises_para_plotar = pd.concat([pais_maior_media, brasil, pais_menor_media ])\n",
+    "\n",
+    "# Plotando o gráfico\n",
+    "\n",
+    "plt.bar(paises_para_plotar['Nome do País'], paises_para_plotar['Escala de Felicidade'], color=['#ff9999'] + ['#66b3ff'] + ['red'], edgecolor='black')\n",
+    "plt.ylabel('Média da Escala de Felicidade')\n",
+    "plt.title('3 Países com Maior e Menor Média de Felicidade e a Média do Brasil')\n",
+    "plt.xticks(rotation=45)\n",
+    "plt.legend(['Escala de Felicidade'])\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "4. Como a escala de felicidade do Brasil variou ao longo do tempo? ?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "# Filtrando os dados do Brasil\n",
+    "dados_brasil = df[df['Nome do País'] == 'Brazil']\n",
+    "\n",
+    "# Para verificar a distribuição ao longo dos anos, você pode fazer uma visualização adicional\n",
+    "# Plotando a Escala de Felicidade ao longo dos anos\n",
+    "\n",
+    "plt.plot(dados_brasil['Ano'], dados_brasil['Escala de Felicidade'], marker='o')\n",
+    "plt.xlabel(\"Ano\")\n",
+    "plt.ylabel(\"Escala de Felicidade\")\n",
+    "plt.title(\"Escala de felicidade do Brasil ao longo do tempo\")\n",
+    "plt.grid(True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- Teste de hipoteses"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from scipy.stats import ttest_ind"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**5. Países com maior afeto positivo são mais generosos do que países com menor afeto positivo?**\n",
+    "- Hipótese Nula (H0): A média de generosidade para países com alto afeto positivo é igual à média de generosidade para países com baixo afeto positivo.\n",
+    "- Hipótese Alternativa (H1): A média de generosidade para países com alto afeto positivo é diferente da média de generosidade para países com baixo afeto positivo."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Estatística T: 12.594682384782182\n",
+      "Valor P: 4.725440853653383e-35\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rejeitamos a hipótese nula: A média de generosidade para países com alto afeto positivo é diferente da média de generosidade para países com baixo afeto positivo.\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "# Calculando a mediana de Afeto Positivo\n",
+    "mediana_afeto = df['Afeto Positivo'].median()\n",
+    "\n",
+    "# Amostras dos grupos de países com base na mediana de Afeto Positivo\n",
+    "grupo_mais_afeto = df[df['Afeto Positivo'] > mediana_afeto]\n",
+    "grupo_menos_afeto = df[df['Afeto Positivo'] <= mediana_afeto]\n",
+    "\n",
+    "# Teste t para Generosidade entre os dois grupos\n",
+    "estatistica_t, valor_p = ttest_ind(grupo_mais_afeto['Generosidade'].dropna(), grupo_menos_afeto['Generosidade'].dropna())\n",
+    "\n",
+    "print(f\"Estatística T: {estatistica_t}\")\n",
+    "print(f\"Valor P: {valor_p}\")\n",
+    "\n",
+    "# Plotando o gráfico de distribuições de Generosidade para os dois grupos\n",
+    "sns.histplot(grupo_mais_afeto['Generosidade'].dropna(), color='blue', label='Alto Afeto Positivo', kde=True, bins=15)\n",
+    "sns.histplot(grupo_menos_afeto['Generosidade'].dropna(), color='red', label='Baixo Afeto Positivo', kde=True, bins=15)\n",
+    "plt.xlabel(\"Generosidade\")\n",
+    "plt.ylabel(\"Frequência\")\n",
+    "plt.title(\"Distribuição de Generosidade por Afeto Positivo\")\n",
+    "plt.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "# Interpretação\n",
+    "if valor_p < 0.05:\n",
+    "    print(\"Rejeitamos a hipótese nula: A média de generosidade para países com alto afeto positivo é diferente da média de generosidade para países com baixo afeto positivo.\")\n",
+    "else:\n",
+    "    print(\"Não rejeitamos a hipótese nula: A média de generosidade para países com alto afeto positivo não é significativamente diferente da média de generosidade para países com baixo afeto positivo.\")\n",
+    "\n",
+    "\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**6. Países com maior liberdade para tomar decisões na vida têm um apoio social maior do que países com menor liberdade?**\n",
+    "- Hipótese Nula (H0): A média de apoio social para países com alta liberdade para tomar decisões é igual à média de apoio social para países com baixa liberdade.\n",
+    "- Hipótese Alternativa (H1): A média de apoio social para países com alta liberdade para tomar decisões é diferente da média de apoio social para países com baixa liberdade."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Estatística T: 15.850461828031246\n",
+      "Valor P: 1.8422839707972012e-53\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rejeitamos a hipótese nula: A média de apoio social para países com alta liberdade para tomar decisões é diferente da média para países com baixa liberdade.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Calculando a mediana de Liberdade para Tomar Decisões na Vida\n",
+    "mediana_liberdade = df['Liberdade para Tomar Decisões na Vida'].median()\n",
+    "\n",
+    "# Amostras dos grupos de países com base na mediana de Liberdade para Tomar Decisões na Vida\n",
+    "grupo_mais_liberdade = df[df['Liberdade para Tomar Decisões na Vida'] > mediana_liberdade]\n",
+    "grupo_menos_liberdade = df[df['Liberdade para Tomar Decisões na Vida'] <= mediana_liberdade]\n",
+    "\n",
+    "# Teste t para Apoio Social entre os dois grupos\n",
+    "estatistica_t, valor_p = ttest_ind(grupo_mais_liberdade['Apoio Social'].dropna(), grupo_menos_liberdade['Apoio Social'].dropna())\n",
+    "\n",
+    "print(f\"Estatística T: {estatistica_t}\")\n",
+    "print(f\"Valor P: {valor_p}\")\n",
+    "\n",
+    "# Plotando o gráfico de distribuições de Apoio Social para os dois grupos\n",
+    "sns.histplot(grupo_mais_liberdade['Apoio Social'].dropna(), color='blue', label='Alta Liberdade', kde=True, bins=15)\n",
+    "sns.histplot(grupo_menos_liberdade['Apoio Social'].dropna(), color='red', label='Baixa Liberdade', kde=True, bins=15)\n",
+    "plt.xlabel(\"Apoio Social\")\n",
+    "plt.ylabel(\"Frequência\")\n",
+    "plt.title(\"Distribuição de Apoio Social por Liberdade para Tomar Decisões na Vida\")\n",
+    "plt.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "# Interpretação\n",
+    "if valor_p < 0.05:\n",
+    "    print(\"Rejeitamos a hipótese nula: A média de apoio social para países com alta liberdade para tomar decisões é diferente da média para países com baixa liberdade.\")\n",
+    "else:\n",
+    "    print(\"Não rejeitamos a hipótese nula: A média de apoio social para países com alta liberdade para tomar decisões não é significativamente diferente da média para países com baixa liberdade.\")\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- Faça  consultas em sql"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sqlite3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "7. Qual o número de países por ano?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "     Ano  numero_de_paises\n",
+      "0   2005                 1\n",
+      "1   2006                 1\n",
+      "2   2007                 1\n",
+      "3   2008                 1\n",
+      "4   2009                 1\n",
+      "5   2010                 1\n",
+      "6   2011                 1\n",
+      "7   2012                 1\n",
+      "8   2013                 1\n",
+      "9   2014                 1\n",
+      "10  2015                 1\n",
+      "11  2016                 1\n",
+      "12  2017                 1\n",
+      "13  2018                 1\n",
+      "14  2019                 1\n",
+      "15  2020                 1\n",
+      "16  2021                 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Criando uma conexão com um banco de dados SQLite em memória\n",
+    "conn = sqlite3.connect(':memory:')\n",
+    "\n",
+    "# Escrevendo o DataFrame em uma tabela SQL\n",
+    "df.to_sql('Relatorio_Mundial_da_Felicidade', conn, index=False, if_exists='replace')\n",
+    "\n",
+    "# Consultando SQL \n",
+    "query_sql = \"\"\"\n",
+    "SELECT \n",
+    "    \"Ano\", \n",
+    "    COUNT(DISTINCT \"nome_do_país\") AS numero_de_paises\n",
+    "FROM \n",
+    "    Relatorio_Mundial_da_Felicidade\n",
+    "GROUP BY \n",
+    "    \"Ano\"\n",
+    "ORDER BY \n",
+    "    \"Ano\";\n",
+    "\"\"\"\n",
+    "# Consultando os resultados em um DataFrame\n",
+    "contagem_paises_por_ano = pd.read_sql_query(query_sql, conn)\n",
+    "\n",
+    "# Imprimindo os resultado\n",
+    "print(contagem_paises_por_ano)\n",
+    "\n",
+    "# Fechando a conexão\n",
+    "conn.close()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "     Ano  numero_de_paises\n",
+      "0   2005                 1\n",
+      "1   2006                 1\n",
+      "2   2007                 1\n",
+      "3   2008                 1\n",
+      "4   2009                 1\n",
+      "5   2010                 1\n",
+      "6   2011                 1\n",
+      "7   2012                 1\n",
+      "8   2013                 1\n",
+      "9   2014                 1\n",
+      "10  2015                 1\n",
+      "11  2016                 1\n",
+      "12  2017                 1\n",
+      "13  2018                 1\n",
+      "14  2019                 1\n",
+      "15  2020                 1\n",
+      "16  2021                 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Versao que aprofessora mepassou no slack\n",
+    "#  Criando uma conexão com um banco de dados SQLite em memória\n",
+    "conn = sqlite3.connect(':memory:')\n",
+    "# Escrevendo o DataFrame em uma tabela SQL\n",
+    "df.to_sql('Relatorio_Mundial_da_Felicidade', conn, index=False, if_exists='replace')\n",
+    "# Consultando SQL para contar a quantidade de anos distintos\n",
+    "query_sql = \"\"\"\n",
+    "SELECT \"Ano\", COUNT(DISTINCT \"nome_do_país\") AS numero_de_paises\n",
+    "FROM Relatorio_Mundial_da_Felicidade\n",
+    "GROUP BY  \"Ano\"\n",
+    "ORDER BY \"Ano\";\n",
+    "\"\"\"\n",
+    "\n",
+    "# Consultando os resultados em um DataFrame\n",
+    "contagem_anos = pd.read_sql_query(query_sql, conn)\n",
+    "# Imprimindo o resultado\n",
+    "print(contagem_anos)\n",
+    "# Fechando a conexão\n",
+    "conn.close()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/exercicios/para-casa/READMEPLEASE.md b/exercicios/para-casa/READMEPLEASE.md
new file mode 100644
index 0000000..a9beba3
--- /dev/null
+++ b/exercicios/para-casa/READMEPLEASE.md
@@ -0,0 +1,69 @@
+
+# Análise do Relatório Mundial da Felicidade 
+
+Este repositório tem várias rotinas Python para analisar os dados do Relatório Mundial da Felicidade. Aqui, você vai encontrar funções para categorizar, calcular estatísticas, fazer testes de hipóteses e visualizar dados sobre felicidade, generosidade, apoio social e outros indicadores socioeconômicos.
+
+## Requisitos
+- Python
+
+## Bibliotecas usadas
+  - pandas
+  - matplotlib
+  - seaborn
+  - scipy
+  - sqlite3 (já vem com o Python)
+
+## Funcionalidades
+
+### Código 1: Classificação e Visualização da Felicidade
+
+1. **Classificação da Felicidade**: Categoriza países em diferentes níveis de felicidade com base na média.
+2. **Cálculo da Média**: Calcula a média da escala de felicidade para cada país.
+3. **Contagem das Categorias**: Conta quantos países estão em cada categoria de felicidade.
+4. **Visualização**: Plota um gráfico de pizza para mostrar a distribuição dessas categorias entre os países.
+
+### Código 2: Comparação dos Países Mais e Menos Felizes
+
+1. **Cálculo da Média**: Calcula a média da escala de felicidade para cada país ao longo dos anos.
+2. **Seleção dos Países**: Seleciona os 3 países com maior e menor média de felicidade.
+3. **Visualização**: Plota um gráfico de barras comparando esses países.
+
+### Código 3: Comparação Específica com Brasil
+
+1. **Seleção de Países**: Identifica o país com maior e menor média de felicidade, incluindo o Brasil na análise.
+2. **Visualização**: Plota um gráfico de barras destacando o país mais feliz, o Brasil, e o país menos feliz.
+
+### Código 4: Análise da Felicidade no Brasil ao longo do tempo
+
+1. **Filtragem de Dados**: Filtra os dados do Brasil.
+2. **Visualização**: Plota a variação da escala de felicidade do Brasil ao longo dos anos.
+
+### Código 5: Teste T para Afeto Positivo e Generosidade
+
+1. **Mediana de Afeto Positivo**: Calcula a mediana do afeto positivo.
+2. **Divisão de Grupos**: Divide os países em grupos com base na mediana de afeto positivo.
+3. **Teste T**: Faz um teste t para comparar a generosidade entre os dois grupos.
+4. **Visualização**: Plota gráficos de distribuição da generosidade para cada grupo.
+5. **Interpretação**: Avalia a significância estatística da diferença na generosidade.
+
+### Código 6: Teste T para Liberdade de Decisão e Apoio Social
+
+1. **Mediana de Liberdade**: Calcula a mediana da liberdade para tomar decisões na vida.
+2. **Divisão de Grupos**: Divide os países com base na mediana de liberdade.
+3. **Teste T**: Compara o apoio social entre os dois grupos usando um teste t.
+4. **Visualização**: Plota gráficos de distribuição do apoio social para cada grupo.
+5. **Interpretação**: Avalia se há uma diferença estatisticamente significativa no apoio social.
+
+### Código 7: Consultas SQL e Manipulação de Dados
+
+1. **Conexão com SQLite**: Cria uma conexão com um banco de dados SQLite em memória.
+2. **Escrita de Dados**: Escreve o DataFrame `df` em uma tabela SQL.
+3. **Consulta SQL**: Executa uma consulta que conta o número de países distintos participantes do relatório por ano.
+4. **Agrupamento e Ordenação**: Agrupa e ordena os resultados por ano.
+5. **Fechamento da Conexão**: Fecha a conexão com o banco de dados após a consulta.
+
+## Como Executar
+
+1. Certifique-se de que todas as bibliotecas necessárias estão instaladas.
+2. Execute cada script na ordem apropriada, conforme descrito nas funcionalidades.
+3. Os resultados serão exibidos através de gráficos e saídas no console.
\ No newline at end of file
diff --git a/exercicios/para-casa/Relatorio_Mundial_da_Felicidade.csv b/exercicios/para-casa/Relatorio_Mundial_da_Felicidade.csv
new file mode 100644
index 0000000..68b411e
--- /dev/null
+++ b/exercicios/para-casa/Relatorio_Mundial_da_Felicidade.csv
@@ -0,0 +1,2090 @@
+Nome do País,Ano,Escala de Felicidade,Log do PIB per capita,Apoio Social,Expectativa de Vida Saudável ao Nascer,Liberdade para Tomar Decisões na Vida,Generosidade,Percepções de Corrupção,Afeto Positivo,Afeto Negativo,Confiança no Governo Nacional
+Afghanistan,2008,3.723589897,7.302573681,0.450662315,50.5,0.718114316,0.173169285,0.88168633,0.414297044,0.25819549,0.61207211
+Afghanistan,2009,4.401778221,7.472446442,0.55230844,50.79999924,0.678896368,0.195469126,0.850035429,0.481421441,0.23709242,0.611545205
+Afghanistan,2010,4.75838089,7.579182625,0.539075196,51.09999847,0.60012722,0.125859469,0.706766069,0.516906679,0.275323808,0.299357414
+Afghanistan,2011,3.83171916,7.552006245,0.521103561,51.40000153,0.495901406,0.167722777,0.731108546,0.479834676,0.267174691,0.307385713
+Afghanistan,2012,3.782937527,7.637953281,0.520636737,51.70000076,0.530935049,0.241247073,0.775619805,0.613512814,0.267919123,0.435440153
+Afghanistan,2013,3.572100401,7.657502651,0.48355186,52.0,0.577955365,0.066343978,0.8232041,0.547416985,0.273328096,0.482847273
+Afghanistan,2014,3.130895615,7.650827408,0.525568426,52.29999924,0.508514047,0.109215163,0.871241987,0.491641015,0.374860734,0.409047514
+Afghanistan,2015,3.982854605,7.634465694,0.528597236,52.59999847,0.388927579,0.085082076,0.880638301,0.491409957,0.339276046,0.260557145
+Afghanistan,2016,4.220168591,7.629036903,0.559071779,52.92499924,0.522566199,0.047488227,0.793245554,0.501408756,0.348332286,0.324989557
+Afghanistan,2017,2.66171813,7.629684448,0.490880072,53.25,0.427010864,-0.116068467,0.954392552,0.435269952,0.371326178,0.261178523
+Afghanistan,2018,2.694303274,7.617663383,0.507515848,53.57500076,0.373535544,-0.088124596,0.927605689,0.384561479,0.404904395,0.364666402
+Afghanistan,2019,2.375091791,7.632903099,0.419972867,53.90000153,0.393656164,-0.103466518,0.923849106,0.324107826,0.502473712,0.341482222
+Afghanistan,2021,2.436034441,,0.454174697,54.54999924,0.394305944,,0.946299374,0.178885803,0.60671258,0.255620003
+Albania,2007,4.634251595,9.121523857,0.821371615,66.76000214,0.528604746,-0.00852143,0.874699533,0.488818616,0.24633503,0.300680578
+Albania,2009,5.485469818,9.241250038,0.833046615,67.31999969,0.525223255,-0.157362878,0.863665402,0.564474463,0.279256523,
+Albania,2010,5.268936634,9.282613754,0.73315227,67.59999847,0.568958402,-0.171783119,0.726261675,0.576076567,0.300060242,
+Albania,2011,5.867421627,9.31043911,0.759433806,67.87999725,0.487496257,-0.204296395,0.877002597,0.565758884,0.256576508,
+Albania,2012,5.510124207,9.326163292,0.784501791,68.16000366,0.601512134,-0.168579251,0.847675204,0.553473175,0.271393239,0.364893705
+Albania,2013,4.550647736,9.337965965,0.759476721,68.44000244,0.631830275,-0.126937956,0.862904966,0.54075098,0.338378578,0.338094711
+Albania,2014,4.813763142,9.357625008,0.625586927,68.72000122,0.734648407,-0.024412215,0.882704437,0.572945058,0.334542662,0.49878639
+Albania,2015,4.606650829,9.382481575,0.639356136,69.0,0.703850687,-0.080608584,0.884793043,0.579071701,0.350426674,0.506978393
+Albania,2016,4.511100769,9.416692734,0.638411462,69.02500153,0.72981894,-0.016784199,0.901070774,0.567079723,0.321705997,0.400909811
+Albania,2017,4.639548302,9.454930305,0.637698293,69.05000305,0.74961102,-0.028629376,0.876134634,0.547240436,0.33388412,0.457737535
+Albania,2018,5.004402637,9.496804237,0.683591664,69.07499695,0.824212313,0.009069982,0.899129391,0.592044652,0.318996727,0.435337961
+Albania,2019,4.995317936,9.521978378,0.686364889,69.09999847,0.777351439,-0.099057563,0.914284289,0.548189282,0.273827374,0.336627871
+Albania,2020,5.364909649,9.487400055,0.710115016,69.125,0.75367105,0.006331214,0.891358972,0.563486159,0.265066117,0.373402834
+Albania,2021,5.25548172,9.562287331,0.70188278,69.15000153,0.827452719,0.044741828,0.896126628,0.553830087,0.25365448,0.472924024
+Algeria,2010,5.46356678,9.30298233,,65.5,0.592695832,-0.207632095,0.618037879,,,
+Algeria,2011,5.317194462,9.312737465,0.810234487,65.59999847,0.529561281,-0.182975382,0.637981653,0.50273627,0.254896641,
+Algeria,2012,5.604595661,9.326657295,0.839396894,65.69999695,0.586663485,-0.174457386,0.690116346,0.540058553,0.22971566,
+Algeria,2014,6.354898453,9.351204872,0.818189442,65.90000153,,,,0.558359206,0.176866099,
+Algeria,2016,5.340853691,9.378068924,0.748588264,66.09999847,,,,0.565025926,0.377111971,
+Algeria,2017,5.248912334,9.370535851,0.806753874,66.19999695,0.436670482,-0.169157222,0.699774206,0.554528713,0.288710028,
+Algeria,2018,5.043086052,9.361401558,0.798651338,66.30000305,0.58338058,-0.148098439,0.758704126,0.533724844,0.292945564,
+Algeria,2019,4.744627476,9.352012634,0.803258657,66.40000153,0.385083437,0.002798254,0.740609348,0.544427812,0.215197757,
+Algeria,2020,5.437755108,9.281300545,0.8676489,66.5,0.573890686,-0.118536152,0.724263668,0.524169207,0.310629755,
+Algeria,2021,5.217017651,9.303516388,0.840710282,66.59999847,0.558486938,-0.111191154,0.711900055,0.498022288,0.257779151,
+Angola,2011,5.589000702,8.945781708,0.723094344,51.22000122,0.583701789,0.054425657,0.911320329,0.666832566,0.361063153,0.23238717
+Angola,2012,4.360249996,8.991772652,0.752592862,51.84000015,0.456028581,-0.136944845,0.906300485,0.590808213,0.304890066,0.237090692
+Angola,2013,3.937106848,9.004610062,0.721590757,52.45999908,0.409554869,-0.104444101,0.816375494,0.650046706,0.370875001,0.547732353
+Angola,2014,3.794837952,9.016735077,0.754615486,53.08000183,0.374541551,-0.168621093,0.83407563,0.595249414,0.367864132,0.572345674
+Argentina,2006,6.312925339,9.941633224,0.938462794,65.81999969,0.733003676,-0.158440441,0.851799488,0.748283088,0.328230023,0.517504096
+Argentina,2007,6.073158264,10.01789188,0.862205565,65.94000244,0.652832627,-0.1426135,0.881057739,0.749825895,0.279007971,0.405823737
+Argentina,2008,5.961034298,10.04773712,0.89219451,66.05999756,0.678222179,-0.133397147,0.864996254,0.719996989,0.318222284,0.286370575
+Argentina,2009,6.424133301,9.976733208,0.918693185,66.18000031,0.63664645,-0.131533578,0.8847422,0.761589587,0.236901477,0.273821533
+Argentina,2010,6.441067219,10.06566048,0.926798582,66.30000305,0.730258167,-0.127563998,0.854695439,0.765480459,0.210975498,0.351856142
+Argentina,2011,6.775805473,10.11243629,0.889073491,66.41999817,0.815802038,-0.175919116,0.754645705,0.768942535,0.231855154,0.607537687
+Argentina,2012,6.468387127,10.09074974,0.901776373,66.54000092,0.747498393,-0.149514794,0.816546202,0.744064212,0.272219121,0.418255478
+Argentina,2013,6.582260132,10.1033268,0.909874201,66.66000366,0.737250388,-0.132035166,0.822900295,0.766156793,0.25420472,0.433749259
+Argentina,2014,6.671114445,10.06688499,0.917870402,66.77999878,0.745057762,-0.166036576,0.854191601,0.769468009,0.237912863,0.408961415
+Argentina,2015,6.69713068,10.08305073,0.926492274,66.90000153,0.881223679,-0.175746441,0.850906193,0.767845273,0.305354923,0.378169239
+Argentina,2016,6.427221298,10.05145645,0.882819116,66.94999695,0.847702205,-0.193624437,0.850924492,0.73173517,0.311646461,0.419561833
+Argentina,2017,6.039330006,10.06888008,0.906699121,67.0,0.831966162,-0.187793866,0.841052473,0.715182364,0.291717261,0.305430293
+Argentina,2018,5.792796612,10.03219891,0.899911582,67.05000305,0.845894694,-0.212362573,0.855255246,0.73206991,0.320502073,0.261352271
+Argentina,2019,6.085560799,10.00179768,0.89637053,67.09999847,0.817052603,-0.212645262,0.830459774,0.734905839,0.319054842,0.273853004
+Argentina,2020,5.900567055,9.887899399,0.897103846,67.15000153,0.823391616,-0.126742944,0.815780461,0.679316759,0.342496932,0.430758089
+Argentina,2021,5.908278942,9.955421448,0.882304549,67.19999695,0.819479346,-0.008816142,0.816256702,0.684860051,0.345131576,0.326574117
+Armenia,2006,4.289310932,9.043634415,0.681876779,63.84000015,0.520197809,-0.231947526,0.849513113,0.45341751,0.469418824,0.344337493
+Armenia,2007,4.881515503,9.180747986,0.75964433,64.08000183,0.605410755,-0.252209812,0.817444861,0.453751594,0.411717415,0.387620211
+Armenia,2008,4.651972294,9.256032944,0.709485531,64.31999969,0.462156564,-0.216436863,0.876099229,0.486230165,0.384891808,0.464447111
+Armenia,2009,4.177581787,9.110783577,0.680006921,64.55999756,0.441412747,-0.215092748,0.881887496,0.479002982,0.411279917,0.37395224
+Armenia,2010,4.367811203,9.136284828,0.660342336,64.80000305,0.459256709,-0.177155286,0.890629232,0.4367477,0.42649585,0.355544627
+Armenia,2011,4.260491371,9.182483673,0.705108464,65.04000092,0.464524716,-0.226533249,0.874601007,0.410856694,0.45907408,0.335884422
+Armenia,2012,4.319711685,9.249335289,0.676446438,65.27999878,0.501863778,-0.216316044,0.892544389,0.469874054,0.463855445,0.285362303
+Armenia,2013,4.277191162,9.277183533,0.723260045,65.51999664,0.504081845,-0.196634799,0.899796784,0.502904475,0.449949831,0.260400474
+Armenia,2014,4.453083038,9.307452202,0.738763511,65.76000214,0.506487131,-0.219651803,0.920390487,0.510197997,0.403984338,0.214914635
+Armenia,2015,4.34831953,9.334444046,0.722551048,66.0,0.551026642,-0.203822881,0.901462197,0.526852846,0.43794772,0.170927867
+Armenia,2016,4.325471878,9.332829475,0.709218323,66.27500153,0.610986948,-0.171618164,0.921421051,0.515989423,0.437227815,0.184713036
+Armenia,2017,4.287736416,9.402211189,0.697924912,66.55000305,0.613697052,-0.148102611,0.86468333,0.552406728,0.43714875,0.246900991
+Armenia,2018,5.062448502,9.450546265,0.814449012,66.82499695,0.807643652,-0.163894519,0.676826358,0.535402834,0.454840273,0.670827627
+Armenia,2019,5.4880867,9.521770477,0.781603873,67.09999847,0.844324112,-0.173741236,0.583472729,0.536562622,0.430463403,0.648066342
+Armenia,2021,5.300568581,9.50048542,0.762044132,67.65000153,0.795169771,-0.150131598,0.705333829,0.565781593,0.477539957,0.297145844
+Australia,2005,7.340688229,10.65070343,0.96789217,69.80000305,0.9349733,,0.390415937,0.769770324,0.23801209,0.532063305
+Australia,2007,7.285390854,10.6935997,0.965276182,69.95999908,0.890681982,0.345243514,0.512578487,0.762303889,0.215350643,0.526932836
+Australia,2008,7.253757477,10.70870495,0.946635187,70.04000092,0.915733337,0.303523868,0.430810511,0.728992283,0.218427315,0.644675434
+Australia,2010,7.450047016,10.71252632,0.95451957,70.19999695,0.932058573,0.314949483,0.366127402,0.761715531,0.220073208,0.609752893
+Australia,2011,7.405616283,10.72302914,0.967029214,70.27999878,0.944586456,0.367531091,0.381771743,0.724132299,0.195323676,0.530786693
+Australia,2012,7.195585728,10.74399662,0.944599032,70.36000061,0.935146272,0.271807224,0.368251741,0.728092372,0.214396909,0.420419186
+Australia,2013,7.364169121,10.75245476,0.928205192,70.44000244,0.933379173,0.266937226,0.431539029,0.770147145,0.177142262,0.455871463
+Australia,2014,7.288550377,10.76284504,0.92379874,70.51999664,0.922932267,0.316678762,0.44202137,0.739815295,0.245304301,0.464676231
+Australia,2015,7.309060574,10.76994228,0.95186156,70.59999847,0.921871006,0.330028921,0.356554389,0.749503672,0.209636971,0.478556842
+Australia,2016,7.250080109,10.78137112,0.942334235,70.67500305,0.922315717,0.236697629,0.398545116,0.735895514,0.236085787,0.452731758
+Australia,2017,7.25703764,10.78722477,0.949957848,70.75,0.910550177,0.315513879,0.411346525,0.728149831,0.225360975,0.45340696
+Australia,2018,7.17699337,10.80016899,0.940137267,70.82499695,0.916028142,0.144675538,0.404647499,0.705982745,0.187456369,0.468836874
+Australia,2019,7.233994961,10.80586433,0.942774355,70.90000153,0.917536914,0.118749149,0.430208653,0.726976216,0.202190071,0.468700022
+Australia,2020,7.137367725,10.79323864,0.936517,70.97499847,0.905282974,0.205083221,0.491094828,0.725688934,0.205077678,0.446422249
+Australia,2021,7.111598969,10.81834221,0.91975528,71.05000305,0.912402213,0.237517536,0.453676045,0.739800155,0.235314175,0.519226372
+Austria,2006,7.122211456,10.83645248,0.936350405,69.5,0.941382349,0.30017212,0.490111172,0.746153116,0.173811689,0.497037798
+Austria,2008,7.180953979,10.88117504,0.934592783,69.69999695,0.879069269,0.289053112,0.613625228,0.716296494,0.173194528,0.257242203
+Austria,2010,7.302678585,10.85598373,0.914193332,69.90000153,0.895979762,0.128658563,0.546144843,0.710301936,0.155792549,0.486446619
+Austria,2011,7.470512867,10.88142204,0.944156826,70.0,0.939355612,0.129321575,0.702721,0.672192097,0.14523755,0.406920105
+Austria,2012,7.400688648,10.8836441,0.945142388,70.09999847,0.919703901,0.115545519,0.770585775,0.712149978,0.156674996,0.376573861
+Austria,2013,7.498802662,10.87800503,0.949809194,70.19999695,0.921734452,0.165994912,0.678936899,0.725053191,0.162603319,0.417099237
+Austria,2014,6.949999809,10.87678051,0.898920476,70.30000305,0.885026872,0.11535573,0.566931307,0.720965326,0.17014955,0.407695413
+Austria,2015,7.07644701,10.87566471,0.928110301,70.40000153,0.900305152,0.096642055,0.55747962,0.747707725,0.164469033,0.454789877
+Austria,2016,7.048071861,10.88454914,0.926318586,70.52500153,0.888513982,0.077555038,0.52364099,0.713450849,0.197423846,0.432638228
+Austria,2017,7.293727875,10.89993763,0.906217813,70.65000153,0.890030563,0.131007552,0.518303812,0.698889375,0.18026872,0.43590793
+Austria,2018,7.396001816,10.91977501,0.911668122,70.77500153,0.904111981,0.051337708,0.52306056,0.694627702,0.226058796,0.488678724
+Austria,2019,7.195361137,10.93013,0.964488804,70.90000153,0.90342766,0.05765314,0.457088888,0.727341115,0.205169737,0.512338281
+Austria,2020,7.213489056,10.85622025,0.924831212,71.02500153,0.911909878,0.008043503,0.463830173,0.716352284,0.206499651,0.626177847
+Austria,2021,7.079640865,10.89209175,0.862975955,71.15000153,0.794845939,0.161673456,0.500808597,0.721865237,0.259080172,0.61045897
+Azerbaijan,2006,4.727870941,9.154187202,0.85441488,60.58000183,0.771528184,-0.234732226,0.774117172,0.468755603,0.275695145,0.754706621
+Azerbaijan,2007,4.56815958,9.365991592,0.753246784,60.86000061,0.522046328,-0.206728697,0.870909989,0.474291265,0.284357488,0.708405495
+Azerbaijan,2008,4.817189217,9.447179794,0.684267223,61.13999939,0.601043284,-0.029483547,0.715124726,0.560817659,0.22679542,0.792291224
+Azerbaijan,2009,4.573725224,9.515311241,0.735970318,61.41999817,0.498138398,-0.086927414,0.753849745,0.522001684,0.233942479,0.77425164
+Azerbaijan,2010,4.218610764,9.552669525,0.68700099,61.70000076,0.501071095,-0.123460375,0.858346641,0.516271651,0.271873325,0.697391331
+Azerbaijan,2011,4.680469513,9.540638924,0.725193918,61.97999954,0.537484288,-0.105962902,0.795119047,0.521693528,0.258117318,0.741815805
+Azerbaijan,2012,4.910771847,9.548772812,0.761873245,62.25999832,0.598859072,-0.141354471,0.763154805,0.523312867,0.266093403,0.707989275
+Azerbaijan,2013,5.481178284,9.592310905,0.769690156,62.54000092,0.671956956,-0.169202864,0.698819578,0.516089082,0.242455453,0.748923719
+Azerbaijan,2014,5.25153017,9.606963158,0.799433351,62.81999969,0.732772946,-0.209584624,0.65384531,0.502086222,0.219982117,0.778209925
+Azerbaijan,2015,5.146774769,9.605931282,0.785702765,63.09999847,0.764289498,-0.199172348,0.615552545,0.520429969,0.206114277,0.788487196
+Azerbaijan,2016,5.303894997,9.563261986,0.777271032,63.22499847,0.712573171,-0.205540448,0.606770813,0.508836508,0.191117197,0.734052122
+Azerbaijan,2017,5.152279377,9.555447578,0.787039399,63.34999847,0.731030464,-0.226532966,0.652539015,0.511526883,0.19831866,0.766583443
+Azerbaijan,2018,5.167995453,9.561672211,0.781229913,63.47499847,0.772449255,-0.233022526,0.561206281,0.527072668,0.191391662,0.834371924
+Azerbaijan,2019,5.173389435,9.577898979,0.88675642,63.59999847,0.854248524,-0.215776786,0.457260668,0.576897144,0.163920254,0.857845366
+Bahrain,2009,5.700523376,10.70905685,0.904143453,64.76000214,0.895931423,0.03495907,0.506103933,0.707422376,0.421889484,
+Bahrain,2010,5.936869144,10.70548439,0.877115071,65.0,0.862002909,-0.003043235,0.714620173,0.641039014,0.422670722,
+Bahrain,2011,4.82397604,10.69551754,0.90786773,65.23999786,0.869870365,-0.053820446,0.582522452,0.505992472,0.513719201,
+Bahrain,2012,5.027186871,10.71521664,0.911349595,65.48000336,0.681822896,,0.437915266,0.559415758,0.380814761,
+Bahrain,2013,6.689711094,10.75642967,0.883780539,65.72000122,0.809205949,,0.524703264,0.711107612,0.306209415,
+Bahrain,2014,6.165133953,10.78313828,,65.95999908,,,,,,
+Bahrain,2015,6.00737524,10.78126049,0.852550745,66.19999695,0.84952116,0.109753869,,0.65334475,0.302972108,
+Bahrain,2016,6.169673443,10.77765751,0.862700105,66.125,0.888691068,0.085864991,,0.736219883,0.283466339,
+Bahrain,2017,6.227320671,10.772892,0.875747144,66.05000305,0.905858517,0.133670866,,0.754333019,0.289759517,
+Bahrain,2019,7.098012447,10.72132397,0.877929449,65.90000153,0.906535506,0.044913679,,0.711386263,0.317106396,
+Bahrain,2020,6.173175812,10.63298035,0.847745061,65.82499695,0.94523257,0.129093051,,0.729510307,0.296835452,
+Bangladesh,2006,4.318909168,7.782841682,0.672002196,59.11999893,0.611664236,0.068531953,0.785916209,0.458654761,0.320792794,0.613737047
+Bangladesh,2007,4.607322216,7.838781357,0.514170706,59.63999939,0.604538321,0.040541437,0.806116879,0.484255552,0.313138157,0.732760131
+Bangladesh,2008,5.052278519,7.885724068,0.466553479,60.15999985,0.606012166,-0.04347172,0.801819921,0.544638395,0.231860757,0.761932433
+Bangladesh,2009,5.08285141,7.923775673,0.527813554,60.68000031,0.630931079,-0.074387789,0.776003957,0.505846858,0.223253846,0.829859614
+Bangladesh,2010,4.858481407,7.966748714,0.549398482,61.20000076,0.659005642,-0.016109159,0.773530483,0.495740086,0.292425215,0.646872878
+Bangladesh,2011,4.985649109,8.017951012,0.606459022,61.72000122,0.83799535,-0.069296263,0.757002652,0.501307309,0.234981537,0.786452591
+Bangladesh,2012,4.724443913,8.069586754,0.581765294,62.24000168,0.66768229,-0.034359492,0.764894426,0.537134707,0.183245391,0.705811918
+Bangladesh,2013,4.660161018,8.116424561,0.530139685,62.75999832,0.741518021,-0.015594437,0.742774189,0.491930902,0.246052667,0.736026943
+Bangladesh,2014,4.635564804,8.163840294,0.577065051,63.27999878,0.735512853,-0.098268405,0.789374709,,0.230678365,0.719101429
+Bangladesh,2015,4.633473873,8.216117859,0.601468265,63.79999924,0.814796269,-0.068596177,0.720600903,0.543083906,0.225753754,0.760611534
+Bangladesh,2016,4.5561409,8.27388382,0.649116933,63.92499924,0.874700487,-0.088929906,0.687853634,0.436627895,0.235022455,0.845429063
+Bangladesh,2017,4.309771061,8.333439827,0.712552786,64.05000305,0.896217167,0.011368844,0.635014474,0.436497033,0.21350576,0.876646459
+Bangladesh,2018,4.499217033,8.398602486,0.705556035,64.17500305,0.90147084,-0.043644335,0.701421201,0.432964891,0.361237794,0.831693113
+Bangladesh,2019,5.114216805,8.466684341,0.673172176,64.30000305,0.90193665,-0.051848229,0.656004608,0.432665378,0.36947155,0.887990832
+Bangladesh,2020,5.279986858,8.491146088,0.739337921,64.42500305,0.777467191,-0.010609258,0.741659164,0.484559894,0.331708789,0.740008593
+Belarus,2006,5.657649994,9.489098549,0.917898655,60.06000137,0.707080483,-0.24734436,0.708274722,0.535119176,0.269400358,0.593287706
+Belarus,2007,5.616976261,9.576188087,0.857527673,60.61999893,0.667299509,-0.226230621,0.694849432,0.502456009,0.234981403,0.543614388
+Belarus,2008,5.463332176,9.676768303,0.903700352,61.18000031,0.639923871,-0.22155188,0.69649595,,0.245659292,0.533608973
+Belarus,2009,5.56413126,9.681225777,0.907777846,61.74000168,0.679292619,-0.204532266,0.67554307,0.544300735,0.223291501,0.548332989
+Belarus,2010,5.525923252,9.758502007,0.918000162,62.29999924,0.700064421,-0.164210439,0.70612061,0.531847715,0.208272159,0.589527249
+Belarus,2011,5.225307941,9.813235283,0.909887791,62.86000061,0.656010866,-0.169665605,0.671938658,0.493381172,0.249455392,
+Belarus,2012,5.749043465,9.831532478,0.901961505,63.41999817,0.64524883,-0.219065383,0.657430232,0.515112579,0.180764526,
+Belarus,2013,5.876466274,9.841900826,0.922505975,63.97999954,0.723431289,-0.179298669,0.653039157,0.545432627,0.206219658,0.507824779
+Belarus,2014,5.812400818,9.858455658,0.880258858,64.54000092,0.647184551,-0.050110456,0.68150872,0.575067043,0.208535567,0.507746696
+Belarus,2015,5.718907833,9.818078995,0.924072623,65.09999847,0.622753441,-0.09320271,0.668678164,0.545734644,0.184309959,0.520024061
+Belarus,2016,5.177899361,9.791612625,0.926551104,65.32499695,0.658228815,-0.127354562,0.664055169,0.502697408,0.182106122,0.452669024
+Belarus,2017,5.552915096,9.817717552,0.900255799,65.55000305,0.620979249,-0.123495042,0.654113412,0.501735687,0.232768074,0.447916299
+Belarus,2018,5.233769894,9.850861549,0.904569268,65.77500153,0.643602371,-0.176503614,0.718455493,0.408883572,0.235728621,0.421278685
+Belarus,2019,5.821453094,9.866782188,0.916740477,66.0,0.656933606,-0.188110471,0.545904756,0.558989465,0.189821407,0.460812598
+Belgium,2005,7.262290478,10.74380779,0.934874713,68.40000153,0.923843026,,0.597554445,0.676885664,0.26037994,0.551705003
+Belgium,2007,7.218839645,10.79118156,0.921602786,68.72000122,0.900870383,0.066993691,0.721093476,0.743583977,0.217604309,0.602238297
+Belgium,2008,7.116590977,10.78774071,0.92297703,68.87999725,0.887026727,0.004469757,0.651800513,0.709397256,0.241797924,0.46313706
+Belgium,2010,6.853514194,10.77838421,0.930570185,69.19999695,0.806930244,0.019800803,0.697365582,0.793344319,0.240364328,0.33651647
+Belgium,2011,7.111363888,10.78217793,0.936955452,69.36000061,0.880153596,-0.016651344,0.711043894,0.752021194,0.225056365,0.289129466
+Belgium,2012,6.935122013,10.78334141,0.92711705,69.51999664,0.855266631,-0.052570175,0.757572532,0.718186975,0.238276809,0.44011718
+Belgium,2013,7.10366106,10.7832098,0.909186184,69.68000031,0.890711069,0.014191088,0.573664308,0.738157332,0.217138946,0.554124534
+Belgium,2014,6.855329037,10.79443264,0.943549156,69.83999634,0.86095351,-0.001163991,0.511975765,0.743678153,0.251557052,0.469111621
+Belgium,2015,6.904219151,10.80884647,0.885208845,70.0,0.869474947,0.059686165,0.46878463,0.747103333,0.239958704,0.459024221
+Belgium,2016,6.948936462,10.81637096,0.928964078,70.15000153,0.865759015,-0.058212876,0.4966591,0.701093376,0.259653389,0.419177502
+Belgium,2017,6.928347588,10.82858467,0.921639085,70.30000305,0.856801987,0.05211496,0.543046057,0.713402271,0.233597696,0.449731916
+Belgium,2018,6.89217186,10.84206104,0.929815531,70.44999695,0.808386624,-0.127044588,0.630411804,0.681712568,0.250297338,0.44194454
+Belgium,2019,6.772138119,10.85792446,0.884230494,70.59999847,0.776203632,-0.174472645,0.672497511,0.699042499,0.243630841,0.327901155
+Belgium,2020,6.838760853,10.79384708,0.903558671,70.75,0.766917825,-0.168013766,0.633626759,0.619125485,0.260188788,0.294799596
+Belize,2007,6.450644493,8.904277802,0.87226665,64.30000305,0.705305934,0.031119337,0.768984437,0.731540143,0.250595719,0.255463123
+Belize,2014,5.955646515,8.898758888,0.756932497,65.0,0.873569071,0.02009221,0.782105386,0.735027134,0.281604409,0.384267181
+Benin,2006,3.329801559,7.865885258,0.444781214,51.95999908,0.580069304,-0.01100198,0.789862454,0.520846486,0.30910027,0.54099381
+Benin,2008,3.66713953,7.915053844,0.382373512,52.47999954,0.709476948,-0.004181409,0.825245738,0.5739097,0.302546173,0.602834523
+Benin,2011,3.870279551,7.903917313,0.477494389,53.25999832,0.772918761,-0.142089561,0.849472225,0.57443893,0.21867846,0.777150393
+Benin,2012,3.193468809,7.922930717,0.523027301,53.52000046,0.768971086,-0.11118307,0.805977643,0.563014567,0.230664536,0.582080483
+Benin,2013,3.479412794,7.96446991,0.576823056,53.77999878,0.783240497,-0.084686086,0.855955541,0.645733833,0.216339186,0.546921372
+Benin,2014,3.347419262,7.998286724,0.506091297,54.04000092,0.775545776,-0.095645569,0.854826927,0.558378994,0.273385257,0.574232161
+Benin,2015,3.624664307,7.988193512,0.434388518,54.29999924,0.733383596,-0.026570948,0.850098193,0.554649472,0.373396546,0.514306188
+Benin,2016,4.007357597,7.993431091,0.492815852,54.59999847,0.779795229,-0.065010086,0.837715745,0.578206301,0.455767602,0.63744539
+Benin,2017,4.853180885,8.021097183,0.435878992,54.90000153,0.72680825,-0.064950399,0.767234623,0.59782958,0.457920343,0.615089297
+Benin,2018,5.81982708,8.058574677,0.503544033,55.20000076,0.713264048,0.002149294,0.746510744,0.625308931,0.467871815,0.639219761
+Benin,2019,4.976360798,8.09782505,0.442153931,55.5,0.770359993,-0.016165027,0.698346972,0.638348281,0.44139877,0.690226018
+Benin,2020,4.407745838,8.10866642,0.506636083,55.79999924,0.783114672,-0.083990186,0.531883657,0.556501985,0.304512441,0.806810319
+Benin,2021,4.493431091,8.140853882,0.435524195,56.09999847,0.724061847,-0.013507844,0.6125471,0.596800864,0.434594899,0.762415886
+Bhutan,2013,5.569091797,9.122990608,0.818948984,62.24000168,0.810201466,0.351632714,0.802428126,0.663675606,0.217349902,0.979500771
+Bhutan,2014,4.938578129,9.166809082,0.880341947,62.41999817,0.834222496,0.266833544,0.650338471,0.77463913,0.324097872,0.958492339
+Bhutan,2015,5.082128525,9.218911171,0.847574413,62.59999847,0.83010155,0.276325166,0.633955777,0.723232627,0.311589301,0.946393013
+Bolivia,2006,5.373986244,8.686211586,0.834279954,60.90000153,0.770134747,-0.044768732,0.794484198,0.708094001,0.431944966,0.536309421
+Bolivia,2007,5.628419399,8.713645935,0.796136498,61.09999847,0.779935241,6.16223e-05,0.816993952,0.74573493,0.387786239,0.506285906
+Bolivia,2008,5.297872543,8.756402969,0.785262346,61.29999924,0.725619733,-0.092359528,0.801420391,0.723477721,0.392079622,0.441821098
+Bolivia,2009,6.085579395,8.772760391,0.831319928,61.5,0.778938591,-0.036766574,0.762604535,0.742098808,0.372369289,0.468150496
+Bolivia,2010,5.780620098,8.796762466,0.80718559,61.70000076,0.703341067,-0.06916032,0.781342506,0.720217526,0.349597335,0.376929045
+Bolivia,2011,5.778874397,8.831271172,0.816782832,61.90000153,0.781673729,-0.039928298,0.824854314,0.688715518,0.361485541,0.334731668
+Bolivia,2012,6.018894672,8.865224838,0.780819416,62.09999847,0.86237967,-0.015616392,0.839701414,0.699352384,0.408880144,0.435292631
+Bolivia,2013,5.767428875,8.915229797,0.80273807,62.29999924,0.845931649,-0.06764055,0.811856568,0.721060872,0.410301536,0.433674455
+Bolivia,2014,5.864798546,8.952946663,0.821344614,62.5,0.881058872,0.017005654,0.831854463,0.76901108,0.398219466,0.468561232
+Bolivia,2015,5.834329128,8.985246658,0.828705788,62.70000076,0.88362509,-0.030384175,0.862373948,0.748659253,0.392902851,0.487208784
+Bolivia,2016,5.769723415,9.012199402,0.795958757,62.84999847,0.881748736,-0.04764374,0.852592945,0.735729158,0.376412243,0.40174228
+Bolivia,2017,5.65055275,9.038804054,0.778661788,63.0,0.883904934,-0.121300541,0.819261968,0.655216575,0.43394354,0.427632958
+Bolivia,2018,5.915734291,9.065954208,0.827159464,63.15000153,0.863246858,-0.093821533,0.786044598,0.705477774,0.387468874,0.399588227
+Bolivia,2019,5.67427063,9.073887825,0.7843014,63.29999924,0.88131094,-0.086626269,0.857220411,0.700826466,0.419328213,0.300631315
+Bolivia,2020,5.559258938,8.967653275,0.804810882,63.45000076,0.877031922,-0.052450921,0.868208289,0.728823423,0.381791174,0.168832317
+Bolivia,2021,5.56862402,9.007940292,0.797810495,63.59999847,0.861731231,-0.054499056,0.812174439,0.721001804,0.403487325,0.385875583
+Bosnia and Herzegovina,2007,4.899806976,9.253553391,0.76560384,67.0,0.341565669,0.005820639,0.92612499,0.570178032,0.296465814,0.403552294
+Bosnia and Herzegovina,2009,4.963477135,9.283216476,0.735232174,67.0,0.257533818,-0.025712101,0.958739877,0.506855667,0.390204102,
+Bosnia and Herzegovina,2010,4.66851759,9.300024033,0.772753716,67.0,0.364966899,-0.128100336,0.933030069,0.46450606,0.409213185,
+Bosnia and Herzegovina,2011,4.994670868,9.321601868,0.725242853,67.0,0.333312094,-0.034920838,0.924784362,0.551055074,0.325734705,
+Bosnia and Herzegovina,2012,4.773144722,9.328819275,0.778859854,67.0,0.419789314,-0.012839379,0.95342195,0.468601346,0.338240683,0.194952324
+Bosnia and Herzegovina,2013,5.123664379,9.36950016,0.766827762,67.0,0.39034158,0.041542657,0.969836235,0.489300579,0.314516038,0.1134464
+Bosnia and Herzegovina,2014,5.248954296,9.398195267,0.787651718,67.0,0.411937386,0.231498033,0.976339638,0.490834683,0.262175202,0.095099099
+Bosnia and Herzegovina,2015,5.117177963,9.443882942,0.655723631,67.0,0.630698025,-0.054956697,0.959853649,0.485843688,0.28623414,0.194221586
+Bosnia and Herzegovina,2016,5.180865288,9.487542152,0.807705104,67.05000305,0.633453727,0.133437291,0.957311988,0.565980375,0.304080278,0.212188497
+Bosnia and Herzegovina,2017,5.089902401,9.529072762,0.775295258,67.09999847,0.563798666,0.090583712,0.923343062,0.52663964,0.270745516,0.126379713
+Bosnia and Herzegovina,2018,5.887401104,9.574061394,0.835889578,67.15000153,0.658846438,0.122005023,0.912857771,0.567694068,0.277365059,0.254097164
+Bosnia and Herzegovina,2019,6.01552248,9.608901024,0.873141944,67.19999695,0.72156322,0.077898346,0.96290803,0.544666409,0.238068551,0.167970508
+Bosnia and Herzegovina,2020,5.515816212,9.582542419,0.898518682,67.25,0.740250826,0.136582226,0.916052163,0.601870954,0.325412303,0.244549632
+Bosnia and Herzegovina,2021,5.748823166,9.627624512,0.859953582,67.30000305,0.758979201,0.281281054,0.920913935,0.604092598,0.305352151,0.225852832
+Botswana,2006,4.739367008,9.41884613,0.883035779,48.84000015,0.823774636,-0.190756112,0.723239183,0.642786026,0.225759342,0.808195293
+Botswana,2008,5.451147079,9.516439438,0.831905305,49.72000122,0.857776403,-0.160515085,0.806226492,0.676590025,0.217885971,0.880429506
+Botswana,2010,3.553020239,9.482366562,0.865624785,50.59999847,0.82621938,-0.138954386,0.813985407,0.616944194,0.172184274,0.741012573
+Botswana,2011,3.519921064,9.526949883,0.860028088,51.04000092,0.812514067,-0.246139273,0.816158473,0.647245646,0.159782797,0.791794062
+Botswana,2012,4.835938931,9.558638573,0.836743116,51.47999954,0.799410224,-0.198989853,0.814422846,0.694941163,0.171257362,0.662237763
+Botswana,2013,4.128298759,9.654873848,0.855570793,51.91999817,0.767357409,-0.150432706,0.748847783,0.670878947,0.243771017,0.654667675
+Botswana,2014,4.031197071,9.682969093,0.859477818,52.36000061,0.791371226,-0.101174437,0.743073821,0.626258194,0.245051414,0.707628131
+Botswana,2015,3.761964798,9.608841896,0.815656066,52.79999924,0.857168913,-0.10948687,0.860292971,0.675721586,0.261428148,0.81921792
+Botswana,2016,3.498936653,9.658525467,0.768302798,53.07500076,0.851694882,-0.247849911,0.729171813,0.657055497,0.251836598,0.803130805
+Botswana,2017,3.504881144,9.677090645,0.768258631,53.34999847,0.817308009,-0.243795022,0.731441498,0.612189233,0.276252508,0.770821095
+Botswana,2018,3.4613657,9.694149017,0.794936001,53.625,0.817621112,-0.249726146,0.806945443,0.687993288,0.267083704,0.718788147
+Botswana,2019,3.471084833,9.701855659,0.773667216,53.90000153,0.832542658,-0.234602764,0.792079508,0.665049851,0.272721767,0.690069556
+Brazil,2005,6.636771202,9.438745499,0.882922947,63.09999847,0.882186115,,0.744994044,0.769921243,0.301779836,0.34062475
+Brazil,2007,6.320672989,9.515247345,0.886402428,63.41999817,0.776644826,-0.017624738,0.72803849,0.77485615,0.299222767,0.383459598
+Brazil,2008,6.691424847,9.554991722,0.878107548,63.58000183,0.781931102,-0.079088137,0.688272774,0.717656076,0.265485525,0.511010051
+Brazil,2009,7.000831604,9.544113159,0.912818074,63.74000168,0.766716063,-0.056668513,0.722514987,0.743982553,0.274103165,0.427178532
+Brazil,2010,6.837331295,9.607316971,0.905528128,63.90000153,0.805949271,-0.055444442,0.656036079,0.725931287,0.249881223,0.511266649
+Brazil,2011,7.037816525,9.637131691,0.916252911,64.05999756,0.833655775,-0.07384111,0.662166715,0.698406935,0.267524213,0.502891362
+Brazil,2012,6.660003662,9.647226334,0.890314102,64.22000122,0.848606348,,0.622543156,0.685310841,0.349758685,0.458935678
+Brazil,2013,7.140282631,9.668095589,0.910421729,64.37999725,0.784814954,-0.096215256,0.706954181,0.724736154,0.275667757,0.393331289
+Brazil,2014,6.980998993,9.664565086,0.898316443,64.54000092,0.713814318,-0.116700843,0.710303426,0.717960238,0.273540527,0.355228692
+Brazil,2015,6.546896935,9.620074272,0.906693101,64.69999695,0.798935294,-0.017049341,0.771339059,0.687063634,0.324699104,0.198534787
+Brazil,2016,6.374817371,9.578529358,0.912455142,64.875,0.806571543,-0.101764806,0.781092763,0.711286247,0.30208382,0.264140248
+Brazil,2017,6.332929134,9.583600044,0.904694259,65.05000305,0.764792562,-0.176581889,0.794457376,0.669117153,0.307716906,0.16549027
+Brazil,2018,6.190921783,9.59344101,0.881505251,65.22499847,0.75060904,-0.118792601,0.763251305,0.676684558,0.349656254,0.16818665
+Brazil,2019,6.451148987,9.599938393,0.899175048,65.40000153,0.830206037,-0.063963488,0.761840582,0.701250315,0.337051332,0.340850085
+Brazil,2020,6.109717846,9.551372528,0.830832124,65.57499695,0.786235094,-0.056306385,0.728772223,0.65329963,0.38913855,0.362292409
+Brazil,2021,6.009953499,9.593187332,0.814328671,65.75,0.791507721,0.090771444,0.738571405,0.661550403,0.407182962,0.327099293
+Bulgaria,2007,3.843797922,9.745567322,0.831507623,64.77999878,0.5657866,-0.141519234,0.976061046,0.500228405,0.226256058,0.275431663
+Bulgaria,2010,3.912276268,9.807009697,0.84327203,65.19999695,0.544536412,-0.148859322,0.940970004,0.51338315,0.237594187,0.365285963
+Bulgaria,2011,3.875382423,9.834216118,0.860272288,65.33999634,0.663527906,-0.232287124,0.947978675,0.489642143,0.270931035,0.265244752
+Bulgaria,2012,4.222297192,9.847529411,0.837966621,65.48000336,0.641256452,-0.176690057,0.938208699,0.50955528,0.236632824,0.342922807
+Bulgaria,2013,3.993020535,9.847505569,0.829132318,65.62000275,0.60321337,-0.195064649,0.9620471,0.536720932,0.278313011,0.170892313
+Bulgaria,2014,4.438439846,9.862811089,0.885949194,65.76000214,0.575595915,-0.058294501,0.954636931,0.542282879,0.235593721,0.140402734
+Bulgaria,2015,4.865401268,9.902898788,0.907517016,65.90000153,0.636817813,-0.202961877,0.941279948,0.555951655,0.214223832,0.249677315
+Bulgaria,2016,4.837560654,9.939857483,0.92603606,66.0,0.700265527,-0.172828943,0.935988188,0.544566214,0.171699852,0.221241772
+Bulgaria,2017,5.096901894,9.974409103,0.94175458,66.09999847,0.689047039,-0.156293616,0.910799742,0.541951478,0.188637346,0.326087952
+Bulgaria,2018,5.098813534,10.00812149,0.923853278,66.19999695,0.724335909,-0.178084925,0.952014446,0.553910315,0.189090982,0.218995899
+Bulgaria,2019,5.108438015,10.05474281,0.948204398,66.30000305,0.821929872,-0.110997088,0.942806482,0.576582789,0.199888319,0.268381834
+Bulgaria,2020,5.597723007,10.01588249,0.916242361,66.40000153,0.818224788,-0.007958431,0.900632977,0.642387509,0.221351057,0.273983628
+Bulgaria,2021,5.421693325,10.05412579,0.883621037,66.5,0.841188073,-0.010516754,0.891248465,0.646759868,0.252776712,0.224526197
+Burkina Faso,2006,3.801490784,7.361839294,0.796405017,49.43999863,0.588338017,0.02924105,0.797700584,0.677514315,0.265572011,0.350875854
+Burkina Faso,2007,4.017130375,7.372011185,0.770785034,49.88000107,0.582292378,-0.059116531,0.832764924,0.609042525,0.280694842,0.423376143
+Burkina Faso,2008,3.846438885,7.398142815,0.726650596,50.31999969,0.612064183,-0.099850588,0.88712436,0.538071811,0.303892225,0.462704718
+Burkina Faso,2010,4.035560608,7.4479599,0.773103535,51.20000076,0.586580753,-0.035217158,0.767335117,0.564608276,0.216673478,0.546770215
+Burkina Faso,2011,4.785367489,7.481994629,0.709528148,51.63999939,0.724568486,-0.103672042,0.706798375,0.578328431,0.204735845,0.632864714
+Burkina Faso,2012,3.95500803,7.514550686,0.743765771,52.08000183,0.621848702,-0.068731487,0.726286888,0.486566842,0.29972294,0.617090106
+Burkina Faso,2013,3.325949669,7.541044235,0.745216608,52.52000046,0.741257429,-0.015008928,0.764721453,0.592102945,0.286765754,0.633678317
+Burkina Faso,2014,3.481347799,7.55378437,0.742262065,52.95999908,0.709964514,-0.002870279,0.800757825,0.603991866,0.255644113,0.54308641
+Burkina Faso,2015,4.418930054,7.562853813,0.705393493,53.40000153,0.659102738,0.004384739,0.692723989,0.554707587,0.359287649,0.668077111
+Burkina Faso,2016,4.205634594,7.591574192,0.764401138,53.77500153,0.644681513,0.000244323,0.720542431,0.590086639,0.337300181,0.663711369
+Burkina Faso,2017,4.646891117,7.622853279,0.784761369,54.15000153,0.613774717,-0.062504865,0.727451324,0.579846919,0.353821069,0.540656149
+Burkina Faso,2018,4.92723608,7.658139706,0.664859474,54.52500153,0.720743477,-0.012337049,0.757398605,0.656122029,0.342865527,0.622255087
+Burkina Faso,2019,4.740892887,7.685016155,0.683102369,54.90000153,0.677546859,-0.003277031,0.729396582,0.65623343,0.364775389,0.703626156
+Burkina Faso,2020,4.639639854,7.675902843,0.667708993,55.27500153,0.750226498,0.122931212,0.808745325,0.604512036,0.388477534,0.703824639
+Burkina Faso,2021,4.635508537,7.713550568,0.6575436,55.65000153,0.64410162,0.067472264,0.736158907,0.619715929,0.363105804,0.620851576
+Burundi,2008,3.563227654,6.718762398,0.290933818,49.65999985,0.260069311,-0.017636642,0.859813631,0.415189862,0.252771467,0.569353163
+Burundi,2009,3.791680813,6.72330904,0.325692534,50.27999878,0.427355915,-0.018024785,0.718203425,0.60685575,0.163642839,0.754806817
+Burundi,2011,3.705894232,6.748176098,0.422240019,51.52000046,0.489863038,-0.061203986,0.677107692,0.571715295,0.190344945,0.851199687
+Burundi,2014,2.904535055,6.786982536,0.564678133,53.38000107,0.431384981,-0.057606257,0.807618856,0.621641695,0.251094639,
+Burundi,2018,3.775283098,6.635321617,0.484715223,55.20000076,0.646398604,-0.022540458,0.598607659,0.635593653,0.362766594,
+Cambodia,2006,3.568744659,7.746448994,0.793081462,57.63999939,,0.255500734,0.829181135,,0.341023296,0.736355066
+Cambodia,2007,4.15597105,7.828794956,0.675132096,57.97999954,0.818699539,0.115733244,0.878507555,,0.320335418,0.638394773
+Cambodia,2008,4.462163925,7.878773212,0.619264305,58.31999969,0.914172947,0.045620102,0.888392031,0.599989057,0.335324019,0.737532258
+Cambodia,2009,4.110625744,7.864644051,0.818258047,58.65999985,0.937233329,0.152675226,0.96477896,0.691364467,0.187686995,0.902666688
+Cambodia,2010,4.141072273,7.907173157,0.69716382,59.0,0.940131187,0.350007176,0.895714462,0.66197139,0.421966344,0.895580769
+Cambodia,2011,4.161225319,7.959593296,0.715518951,59.34000015,0.927462399,0.418592066,0.775355637,0.637012541,0.307868689,0.901219606
+Cambodia,2012,3.898706913,8.013871193,0.605528593,59.68000031,0.955595791,0.246767148,0.890136123,0.713434279,0.351858586,0.82517308
+Cambodia,2013,3.674466848,8.068359375,0.650589585,60.02000046,0.940592945,0.163838625,0.811991632,0.669755757,0.44031167,0.775055826
+Cambodia,2014,3.88330555,8.120968819,0.693434179,60.36000061,0.937544584,0.239339501,0.842555106,0.681957722,0.481934011,0.696742117
+Cambodia,2015,4.162164688,8.172270775,0.728610277,60.70000076,0.956319809,0.210023239,0.825130224,0.731492698,0.399102688,0.732658446
+Cambodia,2016,4.461259365,8.223653793,0.745901227,60.90000153,0.957821488,0.076017894,0.840416849,0.71258837,0.398200303,0.739886224
+Cambodia,2017,4.585842133,8.275980949,0.765094936,61.09999847,0.963774681,0.087765731,0.821022928,0.668839991,0.40828383,0.752442479
+Cambodia,2018,5.121837616,8.333111763,0.794605374,61.29999924,0.958304822,0.035314489,,0.723344207,0.414345801,
+Cambodia,2019,4.998284817,8.386811256,0.759175479,61.5,0.956799209,0.012915172,0.828444481,0.703703225,0.3895863,
+Cambodia,2020,4.376985073,8.340829849,0.724422634,61.70000076,0.963075459,0.053671852,0.863053977,0.770770192,0.38985163,
+Cambodia,2021,4.555141449,8.348700523,0.712757587,61.90000153,0.965093315,0.019178679,0.84435308,0.759146988,0.391309649,
+Cameroon,2006,3.851072073,8.063666344,0.689600766,47.84000015,0.653422654,-0.013393522,0.907067657,0.588019311,0.270873696,0.432124376
+Cameroon,2007,4.349939346,8.078612328,0.717394173,48.27999878,0.643883944,-0.035055719,0.910349727,0.629790902,0.248631328,0.408499986
+Cameroon,2008,4.291800499,8.079182625,0.696715772,48.72000122,0.580257237,-0.072215065,0.945002794,0.612912178,0.31248498,0.314642787
+Cameroon,2009,4.741408348,8.077125549,0.728693902,49.15999985,0.698030412,-0.020263994,0.925447285,0.59187758,0.249821514,0.366200924
+Cameroon,2010,4.554256916,8.078226089,0.758640707,49.59999847,0.792220175,-0.000821863,0.874718666,0.593696296,0.273786336,0.513922989
+Cameroon,2011,4.433885098,8.084054947,0.737992823,50.04000092,0.816693783,-0.03149984,0.869615674,0.607725799,0.271676332,0.645140469
+Cameroon,2012,4.244634151,8.101963997,0.74283731,50.47999954,0.766064227,-0.034745246,0.898028791,0.616639733,0.284447879,0.533314586
+Cameroon,2013,4.271038055,8.123529434,0.760194361,50.91999817,0.794075966,-0.032713655,0.867257416,0.639725685,0.268199235,0.607353866
+Cameroon,2014,4.240441322,8.152135849,0.777777076,51.36000061,0.794645548,-0.073665693,0.855849743,0.604288578,0.216039628,0.609312952
+Cameroon,2015,5.037964821,8.180439949,0.646312475,51.79999924,0.791428566,0.046932153,0.868049026,0.623713493,0.346430004,0.613636553
+Cameroon,2016,4.816232204,8.198194504,0.659299791,52.47499847,0.71250701,-0.005809223,0.87945056,0.634631455,0.367093384,0.621221066
+Cameroon,2017,5.07405138,8.206615448,0.69459641,53.15000153,0.766945004,-0.030739371,0.84358561,0.632240534,0.377498746,0.578775525
+Cameroon,2018,5.250737667,8.219285965,0.676825225,53.82500076,0.816304982,0.033338852,0.884441614,0.629664183,0.355642408,0.6452263
+Cameroon,2019,4.936737537,8.227604866,0.710964739,54.5,0.711500287,-0.009756331,0.817170262,0.606392264,0.326395005,0.546259165
+Cameroon,2020,5.2410779,8.206968307,0.720046639,55.17499924,0.674509168,0.046819616,0.836517215,0.626284778,0.386478961,0.498690844
+Cameroon,2021,4.962747574,8.215063095,0.694936395,55.84999847,0.715301752,-0.023982672,0.848717153,0.612028599,0.346513718,0.563208461
+Canada,2005,7.418048382,10.64654064,0.961552441,70.5,0.957306266,0.254174501,0.502681196,0.78329885,0.233278155,0.442817539
+Canada,2007,7.481752872,10.73396969,,70.62000275,0.930341303,0.247341946,0.405608416,0.811577201,0.256810069,0.63782382
+Canada,2008,7.485603809,10.73316574,0.938707411,70.68000031,0.92631495,0.259448141,0.369587809,0.802223682,0.202174947,0.590370953
+Canada,2009,7.48782444,10.69202709,0.94284451,70.73999786,0.915057838,0.244119033,0.412622124,0.793210924,0.247633159,0.608264029
+Canada,2010,7.650346279,10.71133614,0.953765452,70.80000305,0.933948815,0.22833468,0.412659585,0.791042447,0.233112857,0.551076472
+Canada,2011,7.426053524,10.7325325,0.921669245,70.86000061,0.950925291,0.251015067,0.432991534,0.802899837,0.247728661,0.553290546
+Canada,2012,7.415144444,10.73914337,0.948128343,70.91999817,0.917961121,0.287870497,0.465601832,0.775568783,0.229332089,0.523448169
+Canada,2013,7.593793869,10.75160122,0.936239362,70.98000336,0.916013896,0.313492298,0.406236142,0.800634027,0.262850314,0.505976021
+Canada,2014,7.30425787,10.76984406,0.917836308,71.04000092,0.93889761,0.267686814,0.441735327,0.790682673,0.258602411,0.516953588
+Canada,2015,7.412772655,10.76895142,0.939067066,71.09999847,0.931468964,0.250650674,0.427152246,0.791708946,0.286280215,0.644104123
+Canada,2016,7.244845867,10.76759148,0.924392521,71.15000153,0.912423909,0.208993167,0.385090441,0.767764688,0.237422869,0.618195295
+Canada,2017,7.414868355,10.78554058,0.93374896,71.19999695,0.945145011,0.1608188,0.362034321,0.799357772,0.21798116,0.652735949
+Canada,2018,7.175496578,10.79542065,0.922718763,71.25,0.9457829,0.10371729,0.371740848,0.772559404,0.259397656,0.610466897
+Canada,2019,7.1090765,10.79971313,0.925303996,71.30000305,0.911525607,0.109055623,0.436434418,0.780721545,0.284833759,0.549280941
+Canada,2020,7.024904728,10.73422432,0.930610716,71.34999847,0.8868922,0.046791039,0.434012353,0.738485336,0.306673735,0.600424111
+Canada,2021,6.939435482,10.77074814,0.926076412,71.40000153,0.898229182,0.193240881,0.383990496,0.762826681,0.276232809,0.610411167
+Central African Republic,2007,4.160129547,6.987200737,0.532296896,41.47999954,0.662871003,0.082048722,0.782130718,0.566929102,0.329995304,0.623565912
+Central African Republic,2010,3.567892551,7.091203213,0.483333886,42.5,0.689950883,-0.03504575,0.845376968,0.477915257,0.256705284,0.752208948
+Central African Republic,2011,3.677826405,7.125053883,0.387390912,42.84000015,0.780017793,-0.014967909,0.834498882,0.501872838,0.277179927,0.78385824
+Central African Republic,2016,2.693061113,6.785017014,0.29018417,44.75,0.624056518,0.03381829,0.859073043,0.550785124,0.49426806,0.748754561
+Central African Republic,2017,3.475862026,6.816520214,0.319589138,45.29999924,0.645252347,0.073951721,0.889566004,0.602205455,0.599335492,0.650284886
+Chad,2006,3.434800625,7.36041069,0.724308193,47.08000183,0.306131899,0.028461045,0.961073756,0.571167529,0.262727261,0.161062598
+Chad,2007,4.141326904,7.358670712,0.478950858,47.45999908,0.294611782,-0.010804011,0.873609602,0.597516537,0.245208368,0.228144914
+Chad,2008,4.632468224,7.355507851,0.570834816,47.84000015,0.526610374,0.063300468,0.943553567,0.569265902,0.225483745,0.348725855
+Chad,2009,3.639445066,7.363704205,0.645713627,48.22000122,0.401370287,0.022082413,0.931180775,0.601492822,0.221047014,0.253101557
+Chad,2010,3.742871046,7.457431316,0.733713627,48.59999847,0.504612565,0.025472684,0.857664049,0.56018573,0.287240535,0.319014966
+Chad,2011,4.393482208,7.424624443,0.81884402,48.97999954,0.540267944,0.031195123,0.876383662,0.578596532,0.289146483,0.394194484
+Chad,2012,4.03297472,7.476016521,0.672866464,49.36000061,0.562908113,-0.033492982,0.884475827,0.498229086,0.315747142,0.30277133
+Chad,2013,3.507663012,7.49794054,0.714144647,49.74000168,0.48821035,-0.044931889,0.881972373,0.437320441,0.314174235,0.309654564
+Chad,2014,3.460182905,7.531694889,0.733066797,50.11999893,0.566795349,-0.069368444,0.880934,0.523712218,0.328528851,0.366833448
+Chad,2015,4.322675228,7.526775837,0.751252234,50.5,0.474360883,-0.028160226,0.88863939,0.592612624,0.358437926,0.445897698
+Chad,2016,4.029350281,7.430738926,0.616204858,50.875,0.525222123,0.05264172,0.819788873,0.563527167,0.467566758,0.513021767
+Chad,2017,4.558937073,7.369621277,0.660615563,51.25,0.614849687,0.008522025,0.792389929,0.584315419,0.53824544,0.473544389
+Chad,2018,4.486325264,7.362849236,0.57725358,51.625,0.650354564,0.024890328,0.762879312,0.532490015,0.543836236,0.57743603
+Chad,2019,4.250799179,7.364943504,0.640452087,52.0,0.537245691,0.055652164,0.832283497,0.556210697,0.460061282,0.571986496
+Chile,2006,6.062851906,9.883473396,0.835543633,67.77999878,0.744291902,0.164267853,0.633629858,0.75241518,0.347656876,0.581012249
+Chile,2007,5.697929859,9.920676231,0.814620972,67.95999908,0.66190511,0.239765257,0.722670555,0.708403945,0.34226191,0.42642054
+Chile,2008,5.789438725,9.944648743,0.803758562,68.13999939,0.640201688,0.079678036,0.740667343,0.706395447,0.329703212,0.405252457
+Chile,2009,6.493686199,9.918290138,0.831581831,68.31999969,0.746614039,0.145071879,0.734211445,0.755948484,0.299891174,0.575284302
+Chile,2010,6.63565588,9.964698792,0.85695523,68.5,0.786367476,0.103650928,0.701824725,0.759538412,0.300116688,0.478705615
+Chile,2011,6.526334763,10.01403809,0.819078863,68.68000031,0.700734138,0.107430115,0.752755523,0.757600784,0.316876173,0.322867334
+Chile,2012,6.599128723,10.05622768,0.855235577,68.86000061,0.733610928,0.190923885,0.782117426,0.736138999,0.287592113,0.343267798
+Chile,2013,6.74015379,10.08609295,0.862404704,69.04000092,0.736887336,0.080535695,0.741154909,0.790639281,0.285453886,0.3072685
+Chile,2014,6.844238281,10.09299469,0.861552179,69.22000122,0.733326375,0.212933987,0.758497715,0.799998224,0.276103258,0.399530023
+Chile,2015,6.532749653,10.10399342,0.827141881,69.40000153,0.76888144,0.036280006,0.811511338,0.752153039,0.332746744,0.300492525
+Chile,2016,6.579056263,10.10770702,0.841388166,69.55000305,0.652289748,0.098125227,0.858124971,0.791725159,0.283042103,0.203538865
+Chile,2017,6.320119381,10.10523224,0.879840791,69.69999695,0.790116489,-0.024355914,0.835987508,0.764839888,0.291042089,0.268283308
+Chile,2018,6.436220646,10.12778664,0.890084922,69.84999847,0.78853035,-0.06389524,0.816297412,0.75546813,0.275820225,0.334744155
+Chile,2019,5.942250252,10.12533379,0.869121909,70.0,0.659176767,-0.106856108,0.860491574,0.740561962,0.337243795,0.152523443
+Chile,2020,6.150642872,10.05726051,0.888412297,70.15000153,0.781383574,0.028466886,0.811818838,0.752884626,0.336028606,0.171463788
+Chile,2021,6.435630798,10.16244316,0.891460538,70.30000305,0.80341506,-0.049180858,0.858552754,0.735079885,0.220878571,0.232144803
+China,2006,4.560495377,8.696139336,0.747011304,65.66000366,,,,0.657658756,0.169580385,
+China,2007,4.86286211,8.823967934,0.810852408,65.91999817,,-0.176961377,,0.663977444,0.158613518,
+China,2008,4.84629488,8.910973549,0.74828732,66.18000031,0.853072047,-0.093270309,,0.705133259,0.146963045,
+China,2009,4.454360962,8.995828629,0.79803437,66.44000244,0.771143258,-0.161358118,,0.669665992,0.16165024,
+China,2010,4.652736664,9.092073441,0.767752588,66.69999695,0.804793596,-0.134284899,,0.658100963,0.158099651,
+China,2011,5.037207603,9.177826881,0.787171185,66.95999908,0.824162364,-0.187382281,,0.710054815,0.133503452,
+China,2012,5.094917297,9.246742249,0.787818193,67.22000122,0.808255136,-0.185606092,,0.689159811,0.158702999,
+China,2013,5.241090298,9.314874649,0.777895868,67.48000336,0.804723918,-0.158646673,,0.717135847,0.14221105,
+China,2014,5.195619106,9.38020134,0.820366025,67.73999786,,-0.217614874,,0.70976311,0.111517705,
+China,2015,5.303877831,9.44243145,0.793733716,68.0,,-0.24528414,,0.666827261,0.171314985,
+China,2016,5.32495594,9.5029459,0.741703033,68.125,,-0.228404716,,0.683255911,0.145625159,
+China,2017,5.099061489,9.564058304,0.772033215,68.25,0.877617598,-0.175739869,,0.681665182,0.214004755,
+China,2018,5.131433964,9.624698639,0.787605345,68.375,0.895377696,-0.159465566,,0.721578658,0.189639792,
+China,2019,5.144120216,9.678945541,0.821935892,68.5,0.927356243,-0.173936918,,0.7602669,0.146511838,
+China,2020,5.771064758,9.699890137,0.80833447,68.625,0.891122997,-0.104620554,,0.662961006,0.244918227,
+China,2021,5.862864494,9.776108742,0.85600698,68.75,0.874755502,0.023953401,,0.697809815,0.239618436,
+Colombia,2006,6.024942875,9.267362595,0.910293102,66.31999969,0.80466181,-0.015399732,0.807830036,0.775695443,0.325588256,0.480881035
+Colombia,2007,6.138411522,9.320226669,0.893706799,66.54000092,0.785865963,-0.040849388,0.85976088,0.774423897,0.287090033,0.512472034
+Colombia,2008,6.168395042,9.340772629,0.880066812,66.76000214,0.795083821,-0.042288288,0.763223946,0.767762363,0.307162195,0.635107458
+Colombia,2009,6.271604538,9.340979576,0.885926604,66.98000336,0.757100701,-0.055250097,0.837143481,0.786378622,0.27313149,0.440458208
+Colombia,2010,6.40811348,9.374438286,0.892992675,67.19999695,0.816121101,-0.05005087,0.814524472,0.791580796,0.264659166,0.551749408
+Colombia,2011,6.463952541,9.431926727,0.904147327,67.41999817,0.810907423,-0.074059807,0.847268522,0.784792185,0.285958856,0.445631891
+Colombia,2012,6.374879837,9.461303711,0.914372623,67.63999939,0.827868104,-0.010024542,0.868371546,0.828550577,0.293702394,0.357382864
+Colombia,2013,6.606550694,9.502299309,0.900777876,67.86000061,0.841173172,-0.071502,0.898202121,0.814823985,0.278113931,0.292708308
+Colombia,2014,6.44878912,9.536202431,0.907402635,68.08000183,0.801191449,-0.090995394,0.886645734,0.824772537,0.278056443,0.298372507
+Colombia,2015,6.387571812,9.553628922,0.889900029,68.30000305,0.790897965,-0.100813575,0.842899323,0.803392112,0.291769385,0.271786749
+Colombia,2016,6.233715057,9.560610771,0.88190037,68.47499847,0.834966123,-0.101030283,0.897553861,0.770469427,0.294222772,0.261251181
+Colombia,2017,6.157341957,9.55897522,0.909249961,68.65000153,0.837554634,-0.157816932,0.87501812,0.790257096,0.299308956,0.221882597
+Colombia,2018,5.983512402,9.569052696,0.870970428,68.82499695,0.850765765,-0.149190634,0.854820907,0.774537921,0.300624102,0.274869502
+Colombia,2019,6.350297928,9.587769508,0.872578919,69.0,0.821500719,-0.172856137,0.853646159,0.790579498,0.321806282,0.327981085
+Colombia,2020,5.70917511,9.506654739,0.797035217,69.17500305,0.840186119,-0.086797014,0.807964027,0.758542895,0.340158582,0.373634368
+Colombia,2021,5.289958477,9.587848663,0.792830646,69.34999847,0.774668455,-0.06074876,0.831330955,0.75165838,0.348332316,0.289148897
+Comoros,2009,3.47602725,7.951782227,0.629426777,56.75999832,0.507845283,-0.07346341,0.838115692,0.626087248,0.167317495,0.318495363
+Comoros,2010,3.81219101,7.964944839,0.721342921,57.0,0.528675258,0.00540746,0.741181731,0.664167643,0.177948058,0.404844582
+Comoros,2011,3.838485956,7.980942249,0.721832752,57.24000168,0.499673873,-0.074773423,0.731508493,0.622124016,0.173323005,0.441241771
+Comoros,2012,3.955640316,7.98827219,0.719217896,57.47999954,0.534040928,-0.12071573,0.651009262,0.616151214,0.211843818,0.464862645
+Comoros,2018,3.972819567,8.03044796,0.621302962,58.72499847,0.560182333,0.085703962,0.793758333,0.688426197,0.337493658,0.317273706
+Comoros,2019,4.608616352,8.025783539,0.632012963,58.90000153,0.538261533,0.077808991,0.762232482,0.665162265,0.336162895,0.313734859
+Congo (Brazzaville),2008,3.819792271,8.409023285,0.5547719,52.24000168,0.525746763,-0.121756449,,0.602977395,0.297789842,0.318315178
+Congo (Brazzaville),2011,4.509824276,8.544343948,0.637117505,53.38000107,0.744807184,-0.135584697,0.832713723,0.601302743,0.28787604,0.468380183
+Congo (Brazzaville),2012,3.919341803,8.613264084,0.622330368,53.75999832,0.772510767,-0.142249629,0.799653709,0.546509743,0.32258296,0.541932642
+Congo (Brazzaville),2013,3.954950571,8.581463814,0.67993468,54.13999939,0.725815654,-0.10548903,0.751723707,0.598945916,0.291401565,0.555940092
+Congo (Brazzaville),2014,4.05601263,8.622065544,0.685934663,54.52000046,0.661638141,-0.138073385,0.808412731,0.557721436,0.400229424,0.483726323
+Congo (Brazzaville),2015,4.690830231,8.561076164,0.642136157,54.90000153,0.85017246,-0.127067655,0.841359496,0.555227578,0.260670513,0.49927032
+Congo (Brazzaville),2016,4.119493484,8.421579361,0.615449011,55.22499847,0.785906553,-0.088624455,0.790385723,0.586020231,0.303666711,0.483075261
+Congo (Brazzaville),2017,4.883991241,8.351058006,0.655440509,55.54999924,0.777783453,-0.145448193,0.76278311,0.573506653,0.381640553,0.469826549
+Congo (Brazzaville),2018,5.490214348,8.275994301,0.620622933,55.875,0.69870007,-0.102466546,0.738020182,0.571407259,0.447646171,0.473673612
+Congo (Brazzaville),2019,5.212622643,8.249497414,0.624768078,56.20000076,0.686451972,-0.056822121,0.74058944,0.594482303,0.40504083,0.541197777
+Congo (Brazzaville),2020,5.079139233,8.141469002,0.596515119,56.52500153,0.760727525,-0.020143436,0.727796018,0.572090924,0.434675574,0.580636084
+Congo (Brazzaville),2021,4.920531273,8.103173256,0.567651093,56.84999847,0.737661481,-0.018990656,0.732729912,0.567556679,0.420455933,0.522122145
+Congo (Kinshasa),2009,3.983848572,6.728164196,0.733060241,49.40000153,0.55648756,-0.020755587,0.824010491,0.487423629,0.282622427,0.536580622
+Congo (Kinshasa),2011,4.516963959,6.796629906,0.743946671,50.40000153,0.631108582,-0.024101336,0.856494904,0.564573765,0.208352298,0.350868344
+Congo (Kinshasa),2012,4.63922739,6.831724644,0.769545972,50.90000153,0.557286203,-0.033370186,0.807406604,0.626130402,0.229651377,0.437570214
+Congo (Kinshasa),2013,4.497477055,6.879824638,0.829852045,51.40000153,0.480394155,0.013282607,0.912991524,0.555594087,0.187094659,0.202409595
+Congo (Kinshasa),2014,4.414299965,6.937110901,0.822286069,51.90000153,0.556099296,0.010239813,0.813676,0.519370258,0.304635078,0.31167382
+Congo (Kinshasa),2015,3.902741671,6.970957756,0.767235577,52.40000153,0.573763788,-0.046564303,0.866378009,0.537650287,0.301049381,0.274324
+Congo (Kinshasa),2016,4.521935463,6.961838722,0.864154518,52.82500076,0.637366712,-0.023366004,0.874999642,0.610230744,0.222411484,0.281824946
+Congo (Kinshasa),2017,4.311033249,6.965845585,0.669688404,53.25,0.704239547,0.069403768,0.809181869,0.540647209,0.404262066,0.4784123
+Costa Rica,2006,7.082465172,9.614258766,0.936938047,68.55999756,0.882419884,0.055333041,0.797522187,0.815273166,0.235549212,0.378860384
+Costa Rica,2007,7.432132244,9.67967701,0.917678237,68.72000122,0.922735691,0.09276887,0.819655001,0.825872421,0.240080148,0.445800394
+Costa Rica,2008,6.850679874,9.712777138,0.915759027,68.87999725,0.912005961,0.090520553,0.815712631,0.838356972,0.23294723,0.360780925
+Costa Rica,2009,7.614928722,9.691177368,0.899781644,69.04000092,0.886061072,0.060058363,0.786559105,0.839989483,0.217024222,0.521350086
+Costa Rica,2010,7.271053791,9.730944633,0.915141284,69.19999695,0.881029606,0.041907232,0.762587249,0.826531351,0.221241251,0.532538593
+Costa Rica,2011,7.228888512,9.761935234,0.89204818,69.36000061,0.926105797,-0.038647857,0.836583257,0.793523431,0.26922521,0.322533011
+Costa Rica,2012,7.272250175,9.797823906,0.902206898,69.51999664,0.92891407,0.040107884,0.794301391,0.836753607,0.263027132,0.280074805
+Costa Rica,2013,7.158000469,9.81098938,0.902069271,69.68000031,0.897879303,0.012181036,0.812863111,0.808915198,0.278147429,0.26219371
+Costa Rica,2014,7.247086048,9.834625244,0.914211214,69.83999634,0.926707387,0.003681599,0.788037479,0.797013283,0.289528906,0.40445292
+Costa Rica,2015,6.854004383,9.859623909,0.878272951,70.0,0.906925678,-0.065053061,0.761419415,0.810668409,0.286440313,0.261169255
+Costa Rica,2016,7.135617733,9.89023304,0.900701284,70.0,0.872971952,-0.038424734,0.780562043,0.830013096,0.281422287,0.279027581
+Costa Rica,2017,7.22518158,9.920690536,0.92169714,70.0,0.93561846,-0.08243835,0.742350757,0.790628314,0.275440067,0.407448441
+Costa Rica,2018,7.141074657,9.936565399,0.875872433,70.0,0.941888332,-0.113171995,0.781301796,0.801593184,0.32586664,0.479977787
+Costa Rica,2019,6.997618675,9.949298859,0.906077445,70.0,0.926830113,-0.152325004,0.835628331,0.791270852,0.303327233,0.283023864
+Costa Rica,2020,6.338472366,9.898633003,0.834199548,70.0,0.889399767,-0.134908438,0.772164285,0.758924901,0.349548459,0.298230559
+Costa Rica,2021,6.408448219,9.938294411,0.87605232,70.0,0.886652231,-0.023066543,0.781826913,0.774057925,0.317840338,0.315308332
+Croatia,2007,5.820907593,10.17240715,0.909822166,66.94000244,0.662205756,-0.094659097,0.934273541,0.549708128,0.33708486,0.385139734
+Croatia,2009,5.433319569,10.11674881,0.860663235,67.18000031,0.549258351,-0.273520142,0.958130538,0.557369649,0.272170246,
+Croatia,2010,5.595575333,10.10643101,0.796391606,67.30000305,0.564372659,-0.240100384,0.972738981,0.553552032,0.258886874,
+Croatia,2011,5.385372639,10.10903072,0.789738715,67.41999817,0.516932428,-0.200818419,0.976777494,0.55185771,0.272979707,
+Croatia,2012,6.027634621,10.08906746,0.775817871,67.54000092,0.541909754,-0.245456591,0.923860013,0.571653247,0.271040529,0.311118603
+Croatia,2013,5.885462761,10.08821487,0.751262069,67.66000366,0.626699686,-0.207171649,0.936059833,0.554081142,0.284729958,0.257140577
+Croatia,2014,5.380692482,10.08882332,0.645697773,67.77999878,0.518878043,0.128977999,0.917735159,0.544727087,0.285895109,0.15500845
+Croatia,2015,5.205438137,10.12200737,0.768363416,67.90000153,0.693523049,-0.099673025,0.848545551,0.570057213,0.294019341,0.364868402
+Croatia,2016,5.416875362,10.16370583,0.798332155,68.07499695,0.671970546,-0.067879304,0.884059787,0.568961382,0.336541265,0.30339098
+Croatia,2017,5.343165874,10.20928288,0.770309687,68.25,0.715822279,-0.107843883,0.89155972,0.61825645,0.316488236,0.211000666
+Croatia,2018,5.536271095,10.24680519,0.909806848,68.42500305,0.690855622,-0.154427677,0.925408304,0.512389958,0.290375978,0.248180911
+Croatia,2019,5.625743866,10.28657341,0.935988724,68.59999847,0.739300609,-0.141524747,0.931614637,0.503806353,0.269154519,0.286501437
+Croatia,2020,6.507992268,10.20655823,0.922913492,68.77500153,0.836657643,-0.067890555,0.960939288,0.681406796,0.285609752,0.208485767
+Croatia,2021,6.286790371,10.30044937,0.917741537,68.94999695,0.841837883,0.009498014,0.933650374,0.640148699,0.274197161,0.251287937
+Cuba,2006,5.417868614,,0.969595134,68.0,0.281457931,,,0.596187174,0.276601523,0.513175547
+Cyprus,2006,6.237958431,10.56953621,0.878201067,70.16000366,0.836101174,0.015536015,0.712468922,0.704202533,0.253212214,0.664813399
+Cyprus,2009,6.833477497,10.56147385,0.811736107,70.63999939,0.774590671,0.051687378,0.801423609,0.668310106,0.329307944,0.563541174
+Cyprus,2010,6.386546135,10.55526829,0.822123706,70.80000305,0.755362809,0.06990739,0.833427012,0.699333131,0.295705855,0.452459902
+Cyprus,2011,6.689608574,10.53376007,0.843654513,70.95999908,0.745468855,0.177029401,0.840676486,0.682390809,0.272299588,0.399997503
+Cyprus,2012,6.180507183,10.48344707,0.767177105,71.12000275,0.724629581,0.095494114,0.870691717,0.687085271,0.368632913,0.3364124
+Cyprus,2013,5.438952446,10.41799545,0.744032085,71.27999878,0.656267941,0.09942323,0.867310464,0.656831086,0.420258701,0.274080217
+Cyprus,2014,5.627123833,10.41053867,0.770175993,71.44000244,0.715065658,0.057295948,0.868237555,0.661480188,0.397172987,0.244740322
+Cyprus,2015,5.439161301,10.44791126,0.769556105,71.59999847,0.62803483,0.11135827,0.892795146,0.659941733,0.383106411,0.203454718
+Cyprus,2016,5.794618607,10.50571728,0.786438465,71.80000305,0.756220996,-0.032523401,0.897639513,0.631048799,0.336344689,0.333909512
+Cyprus,2017,6.062051296,10.54667854,0.818671048,72.0,0.811670661,0.04035487,0.851206422,0.669735432,0.300516605,0.312653422
+Cyprus,2018,6.276443005,10.5855608,0.825573206,72.19999695,0.794215024,-0.025981449,0.848337233,0.662988305,0.298021138,0.352440447
+Cyprus,2019,6.136832714,10.6022892,0.776078045,72.40000153,0.740058005,-0.011269341,0.865294218,0.663419962,0.290225208,0.327287793
+Cyprus,2020,6.259810448,10.53622627,0.805559397,72.59999847,0.762782335,-0.079155684,0.816231728,0.670835674,0.283522457,0.414389879
+Cyprus,2021,6.269202232,,0.85535723,72.80000305,0.717639267,,0.876456022,0.64112097,0.274683625,0.321940005
+Czechia,2005,6.439256668,10.32168579,0.918759465,67.09999847,0.865234971,,0.900732756,0.638764262,0.257948965,0.282911479
+Czechia,2007,6.500194073,10.43282795,0.899779022,67.33999634,0.798949361,-0.065392539,0.927871466,0.659939229,0.276907444,0.268838406
+Czechia,2010,6.249617577,10.41879749,0.934161127,67.69999695,0.77911222,-0.043972407,0.925964117,0.647838593,0.244084343,0.334044516
+Czechia,2011,6.331490993,10.43418026,0.91351074,67.81999969,0.787180007,-0.10862758,0.949787855,0.623200595,0.252808869,0.206286699
+Czechia,2012,6.334149361,10.42490005,0.91242677,67.94000244,0.739808738,-0.155923873,0.956799686,0.634971499,0.256508142,0.169811338
+Czechia,2013,6.697655678,10.42410946,0.888043344,68.05999756,0.725945652,-0.158202067,0.91589886,0.656264901,0.252652615,0.242542624
+Czechia,2014,6.483729839,10.44542503,0.877915204,68.18000031,0.800421,-0.17013365,0.896880686,0.637772083,0.235220566,0.339732826
+Czechia,2015,6.608017445,10.49594116,0.911362588,68.30000305,0.808484197,-0.148146242,0.886467457,0.689354122,0.206080526,0.435425878
+Czechia,2016,6.735627174,10.5190773,0.930592895,68.42500305,0.850328267,-0.199846298,0.900430739,0.710227489,0.201041639,0.415120721
+Czechia,2017,6.789567947,10.56681633,0.900968969,68.55000305,0.8317855,-0.17949222,0.866524994,0.672272861,0.226649791,0.343870819
+Czechia,2018,7.034165382,10.59495831,0.929163933,68.67500305,0.790132403,-0.29509443,0.851382256,0.674413085,0.178068101,0.420783311
+Czechia,2020,6.897091389,10.55865383,0.96405369,68.92500305,0.906422019,-0.13140285,0.883699596,0.748342454,0.290441692,0.318858981
+Czechia,2021,6.942496777,10.58128357,0.950226784,69.05000305,0.890521467,0.163303927,0.8625741,0.716166556,0.239848629,0.284475416
+Denmark,2005,8.01893425,10.84901237,0.972371519,68.30000305,0.97113502,,0.236521706,0.776689112,0.15367195,0.66868329
+Denmark,2007,7.834233284,10.88872623,0.954201102,68.73999786,0.932086229,0.237539381,0.206005678,0.777935743,0.194323689,0.592505932
+Denmark,2008,7.970891953,10.87771797,0.953911722,68.95999908,0.969788373,0.2696127,0.247505307,0.759462297,0.163090929,0.665933907
+Denmark,2009,7.683358669,10.82205677,0.93889159,69.18000031,0.949335575,0.261128634,0.205769762,0.781798959,0.233584777,0.626578152
+Denmark,2010,7.770515442,10.83615208,0.974977076,69.40000153,0.943630815,0.240007415,0.174896091,0.796208739,0.154562935,0.586689413
+Denmark,2011,7.78823185,10.84531403,0.961736143,69.62000275,0.934760153,0.295087457,0.220043078,0.777891874,0.174883381,0.471823335
+Denmark,2012,7.519909382,10.84381294,0.951437175,69.83999634,0.932627916,0.136318624,0.187407613,0.782715559,0.208569512,0.534252763
+Denmark,2013,7.588606834,10.84893417,0.964707971,70.05999756,0.920254648,0.2123456,0.170042172,0.825601161,0.194673792,0.391405106
+Denmark,2014,7.507559299,10.85992813,0.956344306,70.27999878,0.941572249,0.115580156,0.237218335,0.779867768,0.232612774,0.457836896
+Denmark,2015,7.514424801,10.87601948,0.9597013,70.5,0.94143641,0.219611302,0.191016391,0.801432848,0.217577577,0.579888642
+Denmark,2016,7.55778265,10.90015984,0.954451501,70.625,0.948230565,0.135312274,0.209893376,0.786007643,0.207583427,0.467660695
+Denmark,2017,7.593702316,10.92155266,0.952100098,70.75,0.955416322,0.152372763,0.18114756,0.778525174,0.205775306,0.572353303
+Denmark,2018,7.648785591,10.93629456,0.958218873,70.875,0.935437799,0.015203916,0.150607437,0.773032844,0.20605281,0.632478476
+Denmark,2019,7.693003178,10.95363903,0.957706392,71.0,0.963318408,0.017636368,0.174150586,0.796859503,0.181070626,0.632999003
+Denmark,2020,7.514631271,10.92988586,0.947371364,71.125,0.937931836,0.048180155,0.213841751,0.752573669,0.227101892,0.715797603
+Denmark,2021,7.698747158,10.97297955,0.944926739,71.25,0.933439255,0.132816002,0.172680944,0.7918908,0.20642221,0.651709735
+Djibouti,2008,5.009330273,8.115298271,0.690439582,53.63999939,0.773456693,0.128374487,0.576097667,0.740247607,0.120192163,0.668003559
+Djibouti,2009,4.905925274,8.014382362,0.900565028,54.11999893,0.649316013,-0.001543952,0.634222806,0.630110741,0.232132807,0.604356289
+Djibouti,2010,5.005810738,7.934187412,,54.59999847,0.763730347,-0.066949569,0.596910238,,,0.692277551
+Djibouti,2011,4.369193554,8.15037632,0.632973254,55.08000183,0.746439457,-0.076695286,0.518930137,0.542736053,0.180592626,0.678491235
+Dominican Republic,2006,5.087967873,9.31357193,0.91889888,65.36000061,0.858241439,0.036515977,0.754729331,0.732519329,0.274338454,0.637337983
+Dominican Republic,2007,5.081305981,9.372159004,0.847544849,65.12000275,0.886246681,-0.008891108,0.771574259,0.72255975,0.260098964,0.484912902
+Dominican Republic,2008,4.84230566,9.39106369,0.850137472,64.87999725,0.848116636,-0.04634852,0.72759831,0.653890312,0.329416394,0.538045287
+Dominican Republic,2009,5.431613922,9.38801384,0.87816149,64.63999939,0.862979472,-0.054087419,0.805910408,0.708645999,0.279788464,0.409594834
+Dominican Republic,2010,4.735021114,9.455828667,0.859969318,64.40000153,0.823902845,-0.076159604,0.779742122,0.706625521,0.281694859,0.450313658
+Dominican Republic,2011,5.396535397,9.474574089,0.872086227,64.16000366,0.847975314,0.012624981,0.788254738,0.738086641,0.299839288,0.410130858
+Dominican Republic,2012,4.753311157,9.489462852,0.879158199,63.91999817,0.840129375,-0.06307701,0.727300286,0.724792302,0.297043145,0.43158412
+Dominican Republic,2013,5.015515327,9.525321007,0.878449142,63.68000031,0.888566077,0.019281426,0.751750827,0.766323686,0.295131445,0.570757329
+Dominican Republic,2014,5.387331963,9.581878662,0.890588045,63.43999863,0.904574394,-0.021848755,0.760023475,0.772476375,0.300099194,0.556982398
+Dominican Republic,2015,5.061862469,9.637459755,0.893197775,63.20000076,0.856025338,-0.066867441,0.755288184,0.695385098,0.295253098,0.447033852
+Dominican Republic,2016,5.238698483,9.690703392,0.894753456,63.40000153,0.872712433,-0.081665911,0.737182975,0.725231349,0.278095126,0.549424827
+Dominican Republic,2017,5.605202675,9.725279808,0.894368112,63.59999847,0.855359018,-0.123023123,0.760489643,0.710005045,0.274745524,0.459901333
+Dominican Republic,2018,5.433215618,9.781986237,0.861986339,63.79999924,0.866641581,-0.151908666,0.76227355,0.719369948,0.291403025,0.42177102
+Dominican Republic,2019,6.004237175,9.820806503,0.884089887,64.0,0.87740624,-0.124324948,0.745615363,0.747007906,0.26405412,0.408698589
+Dominican Republic,2020,5.168409824,9.741146088,0.806117654,64.19999695,0.834642947,-0.125036806,0.636116564,0.723668039,0.313928306,0.633733928
+Dominican Republic,2021,6.030537128,9.834504128,0.857106984,64.40000153,0.859358311,-0.084483601,0.677408218,0.73365891,0.275468111,0.574958026
+Ecuador,2006,5.02419138,9.185778618,0.910188437,64.44000244,0.671074986,-0.091851301,0.900686622,0.785477042,0.356847465,0.121483915
+Ecuador,2007,4.995875359,9.190713882,0.838859499,64.77999878,0.669843376,-0.064146183,0.829651475,0.803224921,0.286144197,0.47462526
+Ecuador,2008,5.296513081,9.235754967,0.829394639,65.12000275,0.640317261,-0.095440321,0.801256657,0.811301053,0.283164144,0.514704168
+Ecuador,2009,6.021803379,9.225117683,0.779397964,65.45999908,0.736880839,-0.109176196,0.774304509,0.795992076,0.255967915,0.535495281
+Ecuador,2010,5.838051319,9.243868828,0.839279711,65.80000305,0.723079085,-0.064340107,0.80563885,0.770916045,0.220013708,0.410000592
+Ecuador,2011,5.795088291,9.304221153,0.818051338,66.13999939,0.7883057,-0.156221107,0.701595664,0.805906117,0.27068767,0.593581021
+Ecuador,2012,5.960716248,9.344117165,0.785201013,66.48000336,0.825275123,-0.084973894,0.729978859,0.766601086,0.333309054,0.637234926
+Ecuador,2013,6.019206047,9.377429008,0.801250935,66.81999969,0.78679812,-0.191786841,0.645848632,0.823896587,0.266504049,0.6208269
+Ecuador,2014,5.945851803,9.399180412,0.830963194,67.16000366,0.719104826,-0.168467224,0.660934925,0.840573668,0.305792958,0.648474455
+Ecuador,2015,5.964075089,9.383989334,0.855889201,67.5,0.800870478,-0.115162984,0.665827513,0.816486955,0.322946101,0.522347212
+Ecuador,2016,6.115437508,9.354580879,0.842352092,67.75,0.846336305,-0.016446881,0.774084151,0.806851923,0.365246594,0.474427789
+Ecuador,2017,5.839518547,9.360302925,0.848941743,68.0,0.879128158,-0.168256253,0.733588755,0.793201208,0.314343482,0.640512884
+Ecuador,2018,6.128010273,9.355457306,0.851345003,68.25,0.869363725,-0.100386731,0.830743194,0.817419887,0.328171045,0.402085185
+Ecuador,2019,5.809131145,9.338787079,0.808485806,68.5,0.829573691,-0.116003864,0.839495003,0.750073195,0.373558193,0.208093628
+Ecuador,2020,5.35446167,9.242730141,0.804008543,68.75,0.828511536,-0.158119455,0.854780495,0.754971027,0.416027963,0.225619465
+Ecuador,2021,5.43487215,9.26595211,0.785531878,69.0,0.821025372,-0.080462657,0.774508297,0.741730273,0.40317139,0.412493259
+Egypt,2005,5.167754173,9.035634041,0.847842455,61.40000153,0.81736201,,,0.688714862,0.345555186,
+Egypt,2007,5.540510654,9.135075569,0.685863256,61.52000046,0.609076858,-0.121528983,,0.599707186,0.355347604,
+Egypt,2008,4.631741047,9.186407089,0.738363802,61.58000183,,-0.088120081,0.913641691,0.627448022,0.301017791,
+Egypt,2009,5.066164494,9.213438988,0.744179964,61.63999939,0.611082554,-0.10066016,0.80086565,0.548718512,0.339482069,
+Egypt,2010,4.668916225,9.243782043,0.768675268,61.70000076,0.486279041,-0.07679484,0.826335192,0.490835845,0.276345611,
+Egypt,2011,4.174158573,9.240136147,0.753394485,61.75999832,0.589537799,-0.152525529,0.858596265,0.45629409,0.353416979,0.63178885
+Egypt,2012,4.204156876,9.240006447,0.736645103,61.81999969,0.451543361,-0.138928711,0.880383074,0.458450794,0.398423016,0.601901174
+Egypt,2013,3.558520317,9.238945961,0.675188124,61.88000107,0.473774552,-0.142350838,0.913228452,0.486913294,0.483379006,0.292456508
+Egypt,2014,4.885072708,9.245096207,0.618550718,61.93999863,0.577937961,-0.127497986,0.749142587,0.477180123,0.327350169,0.703883886
+Egypt,2015,4.762538433,9.265817642,0.729744256,62.0,0.659261465,-0.089691654,0.684498072,0.554459393,0.344331503,0.771612763
+Egypt,2016,4.556740761,9.286912918,0.809218585,62.25,0.655845225,-0.142593279,0.817527413,0.537922263,0.37049821,0.619130909
+Egypt,2017,3.929344177,9.306966782,0.63822639,62.5,0.592504799,-0.153525576,,0.458410412,0.414493799,
+Egypt,2018,4.005450726,9.338411331,0.75882405,62.75,0.681654453,-0.216610193,,0.406604052,0.285183787,
+Egypt,2019,4.327831745,9.372735977,0.772128642,63.0,0.773951054,-0.199941963,,0.420276582,0.312763393,
+Egypt,2020,4.472396851,9.388607979,0.672725499,63.25,0.769550323,-0.114009015,,0.543451667,0.442033589,
+Egypt,2021,4.025747776,9.40212822,0.717022359,63.5,0.704442561,-0.227792621,0.580454171,0.387354374,0.324949861,0.764044523
+El Salvador,2006,5.700929642,8.877382278,0.878409147,65.12000275,0.682989538,-0.056722384,0.806595683,0.812613666,0.232691318,0.367073387
+El Salvador,2007,5.295535088,8.891472816,0.716827035,64.94000244,0.638936818,-0.015892131,0.785098732,0.833023429,0.220198929,0.36620754
+El Salvador,2008,5.191493988,8.908274651,0.747411311,64.76000214,0.635648251,-0.07884828,0.734727442,0.827382028,0.23212412,0.377636671
+El Salvador,2009,6.839087009,8.882964134,0.734112799,64.58000183,0.670932412,-0.104222387,0.647527635,0.841431558,0.243230954,0.585728705
+El Salvador,2010,6.739911079,8.89956665,0.756653905,64.40000153,0.669337869,-0.064658858,0.694180071,0.822752953,0.302185982,0.522518575
+El Salvador,2011,4.741294861,8.932720184,0.731277883,64.22000122,0.747246385,-0.12717852,0.706552804,0.830042779,0.336321533,0.490076542
+El Salvador,2012,5.934371471,8.956090927,0.806014717,64.04000092,0.682744801,-0.155679062,0.786294818,0.783695877,0.365220815,0.312310934
+El Salvador,2013,6.325063229,8.973664284,0.826858878,63.86000061,0.71557045,-0.150477275,0.771750867,0.801007926,0.317476392,0.358650446
+El Salvador,2014,5.856523514,8.986001015,0.797612131,63.68000031,0.77801466,-0.194972157,0.781459808,0.801095843,0.329850852,0.315775812
+El Salvador,2015,6.018496037,9.004954338,0.790755391,63.5,0.733355939,-0.157061011,0.80454427,0.816157162,0.332646847,0.306591809
+El Salvador,2016,6.139824867,9.025202751,0.793659985,63.84999847,0.799847007,-0.185791031,0.797312021,0.742408216,0.345736474,0.251704782
+El Salvador,2017,6.339318275,9.042401314,0.82895261,64.19999695,0.757827342,-0.172806382,0.777748585,0.800489426,0.268448353,0.270235062
+El Salvador,2018,6.241199493,9.061340332,0.820299745,64.55000305,0.863334596,-0.09621273,0.800699532,0.817010224,0.26958558,0.368898541
+El Salvador,2019,6.454820633,9.079789162,0.764390528,64.90000153,0.877390683,-0.109806202,0.68157649,0.826422155,0.271475047,0.717041671
+El Salvador,2020,5.461926937,8.985022545,0.695624352,65.25,0.923944831,-0.12492907,0.583036363,0.810526609,0.329439789,0.803478181
+El Salvador,2021,6.431447029,9.05728817,0.796106219,65.59999847,0.914903879,-0.075257853,0.663288593,0.825840414,0.289976716,0.702381134
+Estonia,2006,5.371054649,10.26864815,0.91006434,65.77999878,0.748576343,-0.265847027,0.796722651,0.589018345,0.215225026,0.44246769
+Estonia,2007,5.332044125,10.34626675,0.895631552,66.05999756,0.712120891,-0.247905254,0.742697179,0.588513255,0.176231012,0.420264125
+Estonia,2008,5.451937675,10.29626465,0.90372628,66.33999634,0.642325103,-0.219425857,0.662769675,0.594615102,0.217813089,0.33097899
+Estonia,2009,5.137738705,10.140028,0.873774767,66.62000275,0.61070931,-0.231455341,0.793151677,0.590579033,0.243074834,0.224486127
+Estonia,2011,5.486819744,10.23960781,0.908712626,67.18000031,0.735225379,-0.169620425,0.68678391,0.640869439,0.205158427,0.417540222
+Estonia,2012,5.363927841,10.27495861,0.889454544,67.45999908,0.696825743,-0.193397909,0.7928527,0.627043128,0.198966742,0.272975951
+Estonia,2013,5.367445946,10.29299641,0.900721788,67.73999786,0.753558695,-0.202473879,0.726356387,0.650512099,0.199018165,0.260637581
+Estonia,2014,5.55598259,10.32528877,0.917101741,68.01999664,0.773327112,-0.154697135,0.652447462,0.619621396,0.203439116,0.414985895
+Estonia,2015,5.628908634,10.34299374,0.917929649,68.30000305,0.814692378,-0.1654329,0.568734467,0.648784935,0.182694778,0.3366898
+Estonia,2016,5.649675369,10.37377071,0.937715113,68.52500153,0.842770696,-0.1511935,0.639085293,0.656822562,0.176869258,0.339834303
+Estonia,2017,5.938395977,10.42886448,0.93568635,68.75,0.861749232,-0.10285075,0.668402255,0.740096331,0.160164103,0.405946255
+Estonia,2018,6.091302395,10.46589088,0.932693779,68.97499847,0.885618389,-0.143167883,0.620677948,0.730264843,0.16318211,0.420202583
+Estonia,2019,6.034641266,10.5023222,0.934064329,69.19999695,0.886504352,-0.097410277,0.575754166,0.73842895,0.156279013,0.403306544
+Estonia,2020,6.452563763,10.46923733,0.957770467,69.42500305,0.954200566,-0.085300229,0.397834778,0.761690438,0.187679499,0.46480599
+Estonia,2021,6.553915501,10.55838966,0.945865035,69.65000153,0.925818324,0.049557805,0.441425771,0.760608435,0.176258042,0.519263983
+Eswatini,2011,4.867091179,8.932703018,0.837149739,40.80829239,0.60715723,-0.067023918,0.917250097,0.756366313,0.251053393,0.353280842
+Eswatini,2018,4.211565018,9.050240517,0.779269755,50.35320282,0.709973693,-0.178632915,0.692341149,0.739475906,0.252339154,0.689548731
+Eswatini,2019,4.396114826,9.065652847,0.759097695,51.02541351,0.596682429,-0.191392645,0.723507762,0.725604951,0.279595166,0.682605982
+Ethiopia,2012,4.561168671,7.270575047,0.658794284,56.31999969,0.776308239,-0.042997766,,0.555734932,0.137166128,
+Ethiopia,2013,4.44482708,7.342894554,0.602481663,56.97999954,0.706796229,-0.007065203,0.750478268,0.570072651,0.213350877,0.774857521
+Ethiopia,2014,4.506646633,7.412543297,0.640452147,57.63999939,0.693558931,0.080858149,0.701800287,0.64365083,0.302858293,0.682011604
+Ethiopia,2015,4.573154926,7.483853817,0.625596821,58.29999924,0.802642584,0.113261633,0.56702733,0.623456478,0.236629039,0.826341391
+Ethiopia,2016,4.297848701,7.546919823,0.718718708,58.70000076,0.744307697,0.038927406,0.702880859,0.62714529,0.253940523,0.748945594
+Ethiopia,2017,4.180315495,7.611626148,0.73353976,59.09999847,0.717101216,0.001832985,0.75689894,0.51432842,0.304436177,0.768354297
+Ethiopia,2018,4.379262447,7.65136528,0.740154505,59.5,0.740343094,0.039828323,0.799466252,0.561594129,0.271753967,0.875270963
+Ethiopia,2019,4.099555016,7.705894947,0.748057783,59.90000153,0.753515542,0.052852437,0.731845319,0.519313693,0.282738596,0.777927876
+Ethiopia,2020,4.549219608,7.739284039,0.823137581,60.29999924,0.768694282,0.186776891,0.783822417,0.614591181,0.251514345,0.720072985
+Finland,2006,7.672449112,10.74531746,0.964562833,68.72000122,0.968580484,-0.007057802,0.132430181,0.682818532,0.172133937,0.757926285
+Finland,2008,7.67062664,10.79585457,0.9513399,69.16000366,0.934178948,0.02510258,0.216567531,0.691433728,0.143538713,0.723243475
+Finland,2010,7.393264294,10.73366833,0.935481369,69.59999847,0.916009128,0.088641785,0.4125157,0.758084536,0.202094659,0.46184361
+Finland,2011,7.354225159,10.75419044,0.937856853,69.81999969,0.936448395,0.098960467,0.319593191,0.708862185,0.20523864,0.565402389
+Finland,2012,7.420209408,10.73535824,0.927739382,70.04000092,0.920968115,-0.003566283,0.360733956,0.742233932,0.201654434,0.597941577
+Finland,2013,7.444635868,10.72169304,0.940869093,70.26000214,0.918625355,0.037072554,0.305770457,0.751642883,0.194672555,0.420593739
+Finland,2014,7.384571075,10.71390152,0.952016532,70.48000336,0.933043957,-0.003273941,0.265479892,0.766498208,0.198813885,0.468558848
+Finland,2015,7.447925568,10.71602917,0.947800577,70.69999695,0.929861903,0.108772613,0.223369658,0.736426234,0.191057593,0.55760026
+Finland,2016,7.659843445,10.74088192,0.953940451,70.77500153,0.948372185,-0.029359555,0.249659568,0.768805683,0.181998447,0.485727251
+Finland,2017,7.788251877,10.7699604,0.963826418,70.84999847,0.962198973,-0.004811105,0.192412779,0.755857646,0.176065788,0.59753859
+Finland,2018,7.85810709,10.77998829,0.962155044,70.92500305,0.937807381,-0.129722193,0.198604837,0.748826444,0.181780651,0.555102229
+Finland,2019,7.780347824,10.79223537,0.93741554,71.0,0.947616696,-0.054119188,0.195338428,0.732282341,0.180732876,0.63918817
+Finland,2020,7.889349937,10.7614584,0.961620748,71.07499695,0.962423682,-0.118853144,0.163635895,0.74793905,0.192897573,0.808632851
+Finland,2021,7.794377804,10.7945528,0.97028929,71.15000153,0.96318984,-0.035728443,0.191753656,0.75161171,0.175448626,0.713731229
+France,2005,7.093392849,10.63691235,0.940338254,70.69999695,0.89481926,,0.687850833,0.681277752,0.225094199,0.324883521
+France,2006,6.582700253,10.65413857,0.943929076,70.80000305,0.789120734,0.123951375,0.699270129,0.694246352,0.288682431,0.361352921
+France,2008,7.008064747,10.66886711,0.935350597,71.0,0.833327115,-0.033128537,0.668875813,0.702371597,0.280619293,0.452659398
+France,2009,6.283498287,10.63456821,0.918158531,71.09999847,0.798213184,-0.083970748,0.654168189,0.691047668,0.303366601,0.474448889
+France,2010,6.797901154,10.64893436,0.942954779,71.19999695,0.849702179,-0.105601452,0.622954249,0.728971004,0.260568112,0.401466221
+France,2011,6.959185123,10.6657877,0.92128557,71.30000305,0.903366625,-0.104549602,0.626624525,0.718365848,0.280994773,0.375089258
+France,2012,6.649365425,10.6640749,0.93709743,71.40000153,0.841320336,-0.151167959,0.607905269,0.705462158,0.252988011,0.44062534
+France,2013,6.66712141,10.66467381,0.907690823,71.5,0.877795756,-0.126617715,0.699069381,0.741086423,0.204969689,0.395130515
+France,2014,6.466867924,10.66945267,0.877504528,71.59999847,0.803474188,-0.120204329,0.655637443,0.758671105,0.215893835,0.263801724
+France,2015,6.357625008,10.67696476,0.895719409,71.69999695,0.817036211,-0.141385987,0.640602052,0.740427256,0.215400279,0.328252703
+France,2016,6.475208759,10.68522072,0.884922922,71.80000305,0.786780477,-0.093409583,0.622697055,0.714936078,0.27003625,0.283978164
+France,2017,6.635222435,10.70497513,0.931494594,71.90000153,0.83389014,-0.125517383,0.601486027,0.715806305,0.241983935,0.37479353
+France,2018,6.665903568,10.72070885,0.921463072,72.0,0.816377223,-0.139936969,0.581775308,0.705308378,0.282451361,0.380547434
+France,2019,6.689644337,10.73678303,0.958348095,72.09999847,0.827240825,-0.135421589,0.568272293,0.692844808,0.250415534,0.381849229
+France,2020,6.714111805,10.65285397,0.947354019,72.19999695,0.823386312,-0.172077149,0.564640582,0.68962425,0.23095043,0.410406649
+France,2021,6.656206608,10.71656609,0.914597511,72.30000305,0.836917698,-0.100719824,0.56081295,0.684601307,0.268417448,0.433520496
+Gabon,2011,4.255400658,9.608008385,0.652701557,54.45999908,0.771871924,-0.212838635,0.850830913,0.564417541,0.263955116,0.534545362
+Gabon,2012,3.97205925,9.621300697,0.736096144,54.91999817,0.565965831,-0.196515039,0.810119689,0.503554463,0.265743077,0.364717662
+Gabon,2013,3.800287008,9.638360977,0.733487546,55.38000107,0.68249011,-0.147025406,0.7804389,0.518544436,0.287097007,0.411837041
+Gabon,2014,3.918073177,9.644539833,0.828597128,55.84000015,0.606613815,-0.199443907,0.781658471,0.533089578,0.293042421,0.318829358
+Gabon,2015,4.66101265,9.649242401,0.755861998,56.29999924,0.671300709,-0.195057571,0.86677748,0.59964323,0.371656328,0.370059073
+Gabon,2016,4.831764221,9.639505386,0.780048966,56.625,0.698942363,-0.205520719,0.816563547,0.625076175,0.432404667,0.378069758
+Gabon,2017,4.782382965,9.616261482,0.806941152,56.95000076,0.652359545,-0.229502648,0.868305504,0.637974918,0.446124285,0.286989242
+Gabon,2018,4.783009052,9.598570824,0.78482759,57.27500153,0.719135404,-0.198381901,0.82286346,0.613811791,0.417660981,0.311373711
+Gabon,2019,4.914393425,9.612189293,0.763051689,57.59999847,0.736349881,-0.204340994,0.84625423,0.638376653,0.412960976,0.354912966
+Gabon,2020,4.88654995,9.569471359,0.701217532,57.92499924,0.52837491,-0.192087099,0.788709342,0.567638814,0.41603604,0.337647468
+Gabon,2021,5.075422287,9.559962273,0.75387162,58.25,0.699056685,-0.204959437,0.765906811,0.620008111,0.36192885,0.448331118
+Gambia,2017,4.117938995,7.636581898,0.697001517,56.40000153,0.812325835,0.1112746,0.571615577,0.77029413,0.27724719,0.796493292
+Gambia,2018,4.922099113,7.676973343,0.684799969,56.70000076,0.718728781,0.440058738,0.691069543,0.758668125,0.3792077,0.757543445
+Gambia,2019,5.163627148,7.707471848,0.693870127,57.0,0.676595271,0.409930617,0.798108101,0.717893243,0.400723279,0.645316124
+Georgia,2006,3.675108433,8.993415833,0.64663595,63.29999924,0.552592635,-0.267940402,0.751933634,0.352651566,0.269383609,0.462540299
+Georgia,2007,3.707194567,9.117116928,0.54836905,63.40000153,0.463722527,-0.267679572,0.697340012,0.350956768,0.235846743,0.327633679
+Georgia,2008,4.15609026,9.144052505,0.607512712,63.5,0.6139974,-0.225291982,0.49799946,0.371024489,0.261508077,0.507006943
+Georgia,2009,3.800639153,9.115746498,0.54351306,63.59999847,0.495314002,-0.233547449,0.534585297,0.391252249,0.242350146,0.426240921
+Georgia,2010,4.101837158,9.183660507,0.540388942,63.70000076,0.557857931,-0.248665944,0.459736317,0.401716352,0.242536306,0.616302013
+Georgia,2011,4.203030586,9.263072014,0.502937376,63.79999924,0.632464528,-0.255989641,0.353346407,0.421274066,0.246770427,0.657343626
+Georgia,2012,4.254445553,9.332181931,0.532586455,63.90000153,0.65872401,-0.270159751,0.320887595,0.443486065,0.250087857,0.610841632
+Georgia,2013,4.348920822,9.370764732,0.559165776,64.0,0.722127616,-0.255295455,0.348713607,0.467081726,0.199907079,0.633562744
+Georgia,2014,4.287508011,9.413660049,0.558420002,64.09999847,0.71978116,-0.23422803,0.415525645,0.458110958,0.204327509,0.528196216
+Georgia,2015,4.121940613,9.441860199,0.517371595,64.19999695,0.639944971,-0.206092149,0.50241679,0.44771415,0.233192086,0.254327297
+Georgia,2016,4.448386192,9.469911575,0.533412278,64.32499695,0.606468379,-0.250496089,0.560924053,0.474852562,0.223224476,0.344541132
+Georgia,2017,4.45077467,9.517067909,0.590495169,64.44999695,0.820908785,-0.245254889,0.589631975,0.495819479,0.209639609,0.296396226
+Georgia,2018,4.659097195,9.564751625,0.617218554,64.57499695,0.7751441,-0.234125003,0.754853785,0.479062021,0.243778914,0.300006181
+Georgia,2019,4.89183569,9.615089417,0.674976051,64.69999695,0.81053412,-0.261063099,0.647223175,0.502834857,0.243710026,0.405210346
+Georgia,2020,5.123143196,9.546748161,0.71834594,64.82499695,0.764352381,-0.22091116,0.582734704,0.572584391,0.294512063,0.518526018
+Georgia,2021,4.911273479,9.648091316,0.670689464,64.94999695,0.777061343,-0.285530955,0.723406911,0.509632826,0.240043506,0.443020523
+Germany,2005,6.619549751,10.69079208,0.963490367,69.90000153,0.846623778,,0.781006813,0.684764624,0.197262481,0.321758807
+Germany,2007,6.416819572,10.76004124,0.925937593,69.94000244,0.800878227,0.164431661,0.792179406,0.646914542,0.230811894,0.34976545
+Germany,2008,6.521790028,10.77149582,0.923211336,69.95999908,0.765556991,,0.758266151,0.67213124,0.220000386,0.357918292
+Germany,2009,6.64149332,10.71540546,0.934782326,69.98000336,0.843784511,0.124639109,0.689930737,0.684358895,0.206444725,0.519230902
+Germany,2010,6.724531174,10.75788689,0.939308643,70.0,0.842656434,0.09249673,0.688005984,0.697530389,0.182344139,0.395424008
+Germany,2011,6.621312141,10.81492519,0.947236657,70.01999664,0.906293273,0.030239167,0.677172124,0.685721278,0.165199533,0.424583137
+Germany,2012,6.702362061,10.81722355,0.926406622,70.04000092,0.904440463,0.068326421,0.67923671,0.699049354,0.169576168,0.516928196
+Germany,2013,6.965125084,10.81886101,0.931420565,70.05999756,0.894312978,0.021607108,0.56579423,0.693133771,0.204995915,0.557760656
+Germany,2014,6.984214306,10.83654785,0.937558949,70.08000183,0.898683429,0.085171044,0.473952919,0.738942146,0.187844872,0.601368845
+Germany,2015,7.037137508,10.84269905,0.925923228,70.09999847,0.889428854,0.175080508,0.412168294,0.72238481,0.20270516,0.628003657
+Germany,2016,6.873763084,10.85668278,0.906029284,70.30000305,0.870515049,0.145733327,0.445922136,0.709376156,0.187254936,0.552613556
+Germany,2017,7.074324608,10.87939453,0.892166078,70.5,0.840727866,0.142413303,0.414021194,0.707113683,0.196434811,0.622935653
+Germany,2018,7.118364334,10.88719082,0.919763148,70.69999695,0.8768875,0.031526014,0.495673954,0.740174949,0.243214577,0.592990577
+Germany,2019,7.035472393,10.89543533,0.885667324,70.90000153,0.884751558,0.054287467,0.46225515,0.712461114,0.22617121,0.568460405
+Germany,2020,7.311897755,10.84688759,0.905080497,71.09999847,0.864356041,-0.063618965,0.424088776,0.698266089,0.205927119,0.654063106
+Germany,2021,6.754523754,10.87341213,0.86758256,71.30000305,0.778439999,0.07768628,0.417581916,0.70333302,0.251194686,0.604759932
+Ghana,2006,4.535019875,8.098662376,0.728269994,52.54000092,0.849283397,0.211245984,0.814070404,0.637270749,0.197606653,0.641168416
+Ghana,2007,5.220148087,8.115411758,0.729647696,52.97999954,0.891153276,0.135754034,0.771188259,0.658397734,0.21663028,0.721768498
+Ghana,2008,4.965134621,8.177175522,0.622255147,53.41999817,0.838006318,0.117793247,0.862870395,0.674331009,0.172045439,0.665988922
+Ghana,2009,4.197695732,8.199045181,0.633197725,53.86000061,0.75747776,0.003233396,0.889738321,0.713851511,0.197590128,0.681955636
+Ghana,2010,4.606251717,8.250206947,0.73855865,54.29999924,0.891129911,0.071665198,0.874849141,0.693436503,0.184128717,0.747062862
+Ghana,2011,5.608199596,8.357404709,0.724297225,54.74000168,0.851896167,0.008451401,0.790444314,0.657618284,0.209212631,0.683400929
+Ghana,2012,5.057261944,8.422570229,0.68511188,55.18000031,0.679418445,0.037784208,0.897836149,0.709003925,0.152376384,0.576750815
+Ghana,2013,4.965053082,8.469906807,0.676289201,55.61999893,0.793793738,-0.067691118,0.880178452,0.660169482,0.210818723,0.485888302
+Ghana,2014,3.860351086,8.475151062,0.651468754,56.06000137,0.676916063,-0.001091808,0.912682354,0.681699812,0.280321032,0.341002405
+Ghana,2015,3.985916138,8.473448753,0.687448561,56.5,0.852016151,-0.040479749,0.94543612,0.674785078,0.265278548,0.441527426
+Ghana,2016,4.514411449,8.484161377,0.647303164,56.875,0.75116837,0.087481961,0.893955231,0.65892458,0.304909706,0.516604602
+Ghana,2017,5.481310844,8.540109634,0.669111073,57.25,0.783046365,0.076572515,0.838609993,0.714789271,0.247518942,0.670288563
+Ghana,2018,5.003693104,8.578335762,0.760716796,57.625,0.816680491,0.060036652,0.846328497,0.715819657,0.250001252,0.623060167
+Ghana,2019,4.96680975,8.619757652,0.746247828,58.0,0.787447751,0.113771118,0.85666585,0.644655406,0.269940108,0.578076839
+Ghana,2020,5.31948328,8.602586746,0.642703354,58.375,0.823720038,0.198195651,0.847024918,0.674681187,0.252728432,0.61885488
+Ghana,2021,4.377950668,8.621863365,0.63272965,58.75,0.730264723,0.108457863,0.887770474,0.58759433,0.295109749,0.521073401
+Greece,2005,6.006309986,10.45363998,0.836539447,69.59999847,0.734171808,,0.860563099,0.597686529,0.263643026,0.487543494
+Greece,2007,6.646961212,10.5352869,0.808002651,69.76000214,0.575308859,-0.192107111,0.844570935,0.629187405,0.22174412,0.38142845
+Greece,2009,6.038574696,10.48268509,0.793317616,69.91999817,0.443107843,-0.294750184,0.958768308,0.614257872,0.253589481,0.316206783
+Greece,2010,5.839558601,10.42505169,0.868422449,70.0,0.484110981,-0.30452165,0.954113841,0.580756307,0.291516393,0.236502409
+Greece,2011,5.372039795,10.31951046,0.85155499,70.08000183,0.528125942,-0.317181766,0.941152513,0.551990569,0.322790802,0.175151214
+Greece,2012,5.096354008,10.2514143,0.81214112,70.16000366,0.37261042,-0.305750698,0.958908975,0.544410706,0.351506293,0.126218989
+Greece,2013,4.720251083,10.23318386,0.686650038,70.23999786,0.425966531,-0.273400784,0.941309869,0.570836425,0.482183158,0.143608585
+Greece,2014,4.75623703,10.24459076,0.832333207,70.31999969,0.369156331,-0.289111882,0.930213809,0.597015142,0.385433316,0.188292742
+Greece,2015,5.622519016,10.24921608,0.834824681,70.40000153,0.531736314,-0.273337901,0.823959649,0.636590421,0.277412534,0.437318921
+Greece,2016,5.302619457,10.24849224,0.802605867,70.52500153,0.481616855,-0.261306584,0.898470819,0.593827844,0.336207509,0.132486552
+Greece,2017,5.14824152,10.26133156,0.752899528,70.65000153,0.438300014,-0.290921479,0.87223947,0.51590848,0.332830757,0.139880896
+Greece,2018,5.40928936,10.27990723,0.793500781,70.77500153,0.564455688,-0.335739225,0.860302389,0.563627839,0.255006582,0.157048658
+Greece,2019,5.952157497,10.29883575,0.890809536,70.90000153,0.613584101,-0.289313048,0.848003805,0.559758365,0.235946462,0.396424621
+Greece,2020,5.787615776,10.20487785,0.778536558,71.02500153,0.56461364,-0.242127046,0.764324546,0.629382133,0.321684211,0.397469759
+Greece,2021,6.104214191,10.26983833,0.85032618,71.15000153,0.574029803,-0.155177593,0.751816869,0.623556495,0.310851872,0.401736408
+Guatemala,2006,5.901429176,8.849712372,0.830441594,58.97999954,0.663381696,0.171487257,0.706095576,0.789322317,0.287081897,0.385179371
+Guatemala,2007,6.329581261,8.891402245,0.866397083,59.25999832,0.627586961,0.135011524,0.80974263,0.789606929,0.224379733,0.299441606
+Guatemala,2008,6.414494514,8.904532433,0.865605474,59.54000092,0.630151749,0.204702258,0.79628545,0.800283611,0.2336362,0.322260082
+Guatemala,2009,6.451916218,8.890479088,0.833815634,59.81999969,0.643478751,0.195775762,0.754889369,0.813852191,0.239741579,0.339307934
+Guatemala,2010,6.289748669,8.900547028,0.859052479,60.09999847,0.695862949,0.165445715,0.794835389,0.804730654,0.235617921,0.340046316
+Guatemala,2011,5.743353844,8.923148155,0.768112421,60.38000107,0.762963116,0.008070762,0.863039374,0.791875601,0.289357901,0.355844259
+Guatemala,2012,5.855717182,8.934686661,0.802148998,60.65999985,0.865472019,0.019449053,0.820923984,0.808444262,0.349404961,0.502455831
+Guatemala,2013,5.984601498,8.953396797,0.829650402,60.93999863,0.88400501,0.044090118,0.816769838,0.822216988,0.33252427,0.467045605
+Guatemala,2014,6.536030769,8.979589462,0.833974659,61.22000122,0.843398929,0.106659837,0.804462552,0.815518975,0.305114686,0.373200327
+Guatemala,2015,6.464986801,9.002781868,0.822837472,61.5,0.868639767,0.050409481,0.821654916,0.826123118,0.310553789,0.272380829
+Guatemala,2016,6.358916283,9.012626648,0.811235487,61.70000076,0.862675726,0.010565705,0.812030017,0.815476716,0.321357191,0.468962193
+Guatemala,2017,6.325118542,9.026683807,0.826492071,61.90000153,0.914521694,-0.059480023,0.799747884,0.818839788,0.308086157,0.458623856
+Guatemala,2018,6.626591682,9.04336071,0.841107249,62.09999847,0.909538031,-0.011102872,0.765454412,0.827421427,0.262411267,0.45706442
+Guatemala,2019,6.262175083,9.065696716,0.774074376,62.29999924,0.90067631,-0.063377336,0.772577941,0.819660842,0.310789257,0.457001328
+Guinea,2011,4.044569492,7.566572666,0.598465562,51.02000046,0.796830237,0.04117918,0.743256271,0.669798911,0.260133177,0.768311977
+Guinea,2012,3.651554823,7.602062702,0.542295277,51.13999939,0.646187842,0.001416398,0.794450223,0.657049835,0.284573376,0.557172477
+Guinea,2013,3.901793003,7.618407726,0.566866577,51.25999832,0.692736626,0.091421083,0.815481603,0.605540574,0.348057002,0.523243308
+Guinea,2014,3.4124825,7.63128376,0.63771373,51.38000107,0.68355757,0.006451317,0.705246389,0.643382549,0.351264536,0.571207225
+Guinea,2015,3.504693508,7.643930912,0.578859627,51.5,0.66595304,0.00699554,0.762152016,0.658103645,0.267741233,0.610287786
+Guinea,2016,3.602854729,7.720230103,0.675447047,51.95000076,0.725685179,-0.055936489,0.802781165,0.676122487,0.374393791,0.465695828
+Guinea,2017,4.873722553,7.790615082,0.634025574,52.40000153,0.738212824,0.03815794,0.750026226,0.701788723,0.422460884,0.639980793
+Guinea,2018,5.25222683,7.823928833,0.630433142,52.84999847,0.731157243,0.092219159,0.778393805,0.727270722,0.4404383,0.59172374
+Guinea,2019,4.76768446,7.850506306,0.655124187,53.29999924,0.691399097,0.096929699,0.755585492,0.669558287,0.473388433,0.579256535
+Guinea,2020,4.972168446,7.890141964,0.731928527,53.75,0.598107696,0.078628287,0.790462673,0.706352055,0.34602198,0.326949686
+Guinea,2021,4.944539547,7.913556576,0.627239227,54.20000076,0.676289976,0.15986903,0.783515692,0.671716809,0.450476736,
+Guyana,2007,5.992826462,9.101896286,0.848765194,56.24000168,0.694005668,0.085604735,0.835569084,0.760633051,0.29641977,0.464712054
+Haiti,2006,3.754156113,7.964181423,0.693800747,6.71999979,0.449474722,0.361143291,0.853506446,0.583196223,0.332141399,0.357021451
+Haiti,2008,3.846329212,8.004621506,0.679098427,17.36000061,0.464970648,0.219058767,0.811658978,0.572522998,0.255774111,0.236633286
+Haiti,2010,3.76599884,7.972779751,0.554030776,28.0,0.372941315,0.173648268,0.848006785,0.495069414,0.292556822,0.156370804
+Haiti,2011,4.844573975,8.007441521,0.567039013,33.31999969,0.412587792,0.200928017,0.681960106,0.5502581,0.244855642,0.45666796
+Haiti,2012,4.413475037,7.997652531,0.74866271,38.63999939,0.482485861,0.249090612,0.717166364,0.556582868,0.283806413,0.367326528
+Haiti,2013,4.62196207,8.025488853,0.648350894,43.95999908,0.610410035,0.249354437,0.668975711,0.52825129,0.326655537,0.355143219
+Haiti,2014,3.888778448,8.028406143,0.554148793,49.27999878,0.508805454,0.245497912,0.70752126,0.573324144,0.327208459,0.325261921
+Haiti,2015,3.569762468,8.039913177,0.56431967,54.59999847,0.398295492,0.265667707,0.777403951,0.597596824,0.332539678,0.297118127
+Haiti,2016,3.352300167,8.044462204,0.58374244,54.90000153,0.303540409,0.250791579,0.838523149,0.532205284,0.367341012,0.146064624
+Haiti,2017,3.823865652,8.056204796,0.646984994,55.20000076,0.484429151,0.339526951,0.647191584,0.570106566,0.321692765,0.435076952
+Haiti,2018,3.614928007,8.060004234,0.537975907,55.5,0.591468394,0.379918069,0.720444739,0.580672979,0.358720034,0.367896646
+Honduras,2006,5.396519661,8.46243,0.932676792,63.09999847,0.650253594,0.088767923,0.843539059,0.837169111,0.155473977,0.439894915
+Honduras,2007,5.09715414,8.499909401,0.818868577,62.90000153,0.675630987,0.229906514,0.825974703,0.7119174,0.19878,0.336073428
+Honduras,2008,5.420331001,8.519512177,0.828175902,62.70000076,0.686880887,0.222679302,0.863222003,0.718948781,0.20585382,0.288161844
+Honduras,2009,6.033189297,8.47383976,0.823966086,62.5,0.661202788,0.118221872,0.856734335,0.744660378,0.261304349,0.287242413
+Honduras,2010,5.866131306,8.490227699,0.802938998,62.29999924,0.645528495,0.105017968,0.81994009,0.745393693,0.259946257,0.302966446
+Honduras,2011,4.961031437,8.508435249,0.76570183,62.09999847,0.783369064,0.095057718,0.883963168,0.75679487,0.307470977,0.293331981
+Honduras,2012,4.602218151,8.530200005,0.779194891,61.90000153,0.700452089,-0.003648479,0.871437132,0.79634434,0.293591261,0.26335296
+Honduras,2013,4.713358402,8.53963089,0.791960239,61.70000076,0.698400378,-0.027667034,0.867699742,0.794984698,0.283281326,0.253187001
+Honduras,2014,5.055726051,8.552061081,0.790214539,61.5,0.695982575,0.014617813,0.834350109,0.794057786,0.299388498,0.329523891
+Honduras,2015,4.845436573,8.572328568,0.772375524,61.29999924,0.534057677,-0.097305715,0.848082721,0.829365373,0.31076616,0.296962649
+Honduras,2016,5.648154736,8.593341827,0.773909986,61.72499847,0.850046694,0.079515971,0.792875171,0.790041089,0.296846688,0.389274508
+Honduras,2017,6.019985676,8.62371254,0.84335494,62.15000153,0.898377419,0.071606725,0.783429444,0.796158135,0.248383343,0.495585024
+Honduras,2018,5.908423901,8.644770622,0.827067018,62.57500076,0.872161686,0.098558784,0.803564787,0.82186228,0.287357897,0.398913682
+Honduras,2019,5.930051327,8.654548645,0.797148347,63.0,0.846190035,0.06204813,0.814962924,0.789050698,0.278882086,0.358097196
+Honduras,2021,6.113636017,8.57476902,0.805980861,63.84999847,0.835045755,0.119133651,0.847225428,0.807722807,0.269214004,0.226496547
+Hong Kong S.A.R. of China,2006,5.511187077,10.74642372,0.812177718,,0.90982008,0.153045893,0.355984807,0.591139972,0.235955417,0.663937926
+Hong Kong S.A.R. of China,2008,5.137261868,10.81554604,0.840222418,,0.922211289,0.293682188,0.273945063,0.575072944,0.236634448,0.677436531
+Hong Kong S.A.R. of China,2009,5.397055626,10.78849316,0.834715724,,0.918026328,0.305077225,0.272124708,0.606459022,0.210104212,0.619142175
+Hong Kong S.A.R. of China,2010,5.642834663,10.84663391,0.857314408,,0.890417695,0.329339951,0.255775422,0.600561321,0.183105648,0.634736776
+Hong Kong S.A.R. of China,2011,5.474010944,10.88693237,0.846060157,,0.894330144,0.23190181,0.244886592,0.582491279,0.195711568,0.584562063
+Hong Kong S.A.R. of China,2012,5.483764648,10.89275265,0.826425672,,0.879752457,0.219743595,0.379783154,0.580223143,0.183349267,0.49790594
+Hong Kong S.A.R. of China,2014,5.458050728,10.93950272,0.833558202,,0.843082368,0.221097276,0.422959864,0.602495313,0.242867544,0.45782268
+Hong Kong S.A.R. of China,2016,5.498420715,10.96985722,0.83207792,,0.799743414,0.097504489,0.40281257,0.568554521,0.213114589,0.449610382
+Hong Kong S.A.R. of China,2017,5.362474918,10.9995842,0.83106631,,0.830657244,0.137304857,0.415810198,0.535811782,0.200593412,0.545040727
+Hong Kong S.A.R. of China,2019,5.659317017,10.99517918,0.855825663,,0.726852179,0.064956211,0.431973636,0.519312441,0.357607275,0.332539529
+Hong Kong S.A.R. of China,2020,5.295341492,10.935853,0.812942982,,0.705452263,-0.072825305,0.380351216,0.521670997,0.210313618,0.442211211
+Hong Kong S.A.R. of China,2021,5.321550846,,0.821088552,,0.6686306,,0.389589489,0.534147561,0.223565042,0.495273739
+Hungary,2005,5.193933487,10.10315037,0.929628253,65.0,0.696874499,,0.902810693,0.578233123,0.290326953,0.360526353
+Hungary,2007,4.953917027,10.14774132,0.93065387,65.31999969,0.538498104,-0.162447408,0.895177424,0.600212455,0.230282992,0.24971357
+Hungary,2009,4.894600391,10.09282589,0.900874496,65.63999939,0.464373112,-0.126747891,0.914700747,0.575199783,0.227890417,0.199941784
+Hungary,2010,4.725132465,10.1058588,0.895693719,65.80000305,0.513835371,-0.1469879,0.98327601,0.574385524,0.234813049,0.251568109
+Hungary,2011,4.917602539,10.12712288,0.893662214,65.95999908,0.631100118,-0.090984076,0.939908028,0.586092055,0.304519564,0.35979417
+Hungary,2012,4.683358192,10.11962986,0.906113982,66.12000275,0.56923151,-0.138156757,0.930297315,0.581948757,0.315398008,0.209778264
+Hungary,2013,4.914466858,10.14028549,0.877318323,66.27999878,0.673728287,-0.114918686,0.911533177,0.646606326,0.306724131,0.327895939
+Hungary,2014,5.18056345,10.18434906,0.844735265,66.44000244,0.494474709,-0.151816174,0.855361402,0.577916741,0.237619638,0.308385164
+Hungary,2015,5.34438324,10.22309113,0.858733833,66.59999847,0.557721376,-0.199827328,0.907530308,0.649912417,0.244536385,0.279211909
+Hungary,2016,5.448901653,10.24772549,0.899511576,66.75,0.55395174,-0.18889077,0.924185812,0.589961708,0.24332577,0.30377233
+Hungary,2017,6.065038681,10.29218388,0.876747549,66.90000153,0.661165953,-0.141345143,0.886361301,0.643605471,0.180921271,0.377770513
+Hungary,2018,5.935770988,10.34565926,0.940591395,67.05000305,0.692627072,-0.244881332,0.911277413,0.59467715,0.201082885,0.388044029
+Hungary,2019,6.000259876,10.39064598,0.94651556,67.19999695,0.798041046,-0.196938932,0.883571446,0.652892768,0.180348128,0.483934194
+Hungary,2020,6.038049698,10.34495068,0.943400383,67.34999847,0.77096808,-0.123248726,0.836105108,0.661645353,0.24005194,0.428733259
+Hungary,2021,6.226647854,10.413867,0.947892129,67.5,0.727489948,-0.041736327,0.831555367,0.668148637,0.191949174,0.416566133
+Iceland,2008,6.888284206,10.8780365,0.977429569,71.19999695,0.885196149,0.267935932,0.708049297,0.851445079,0.153068438,0.238103107
+Iceland,2012,7.590660095,10.78808689,0.978965282,71.59999847,0.904654503,0.238064557,0.758585632,0.816949069,0.157153815,0.257335573
+Iceland,2013,7.501394272,10.82314682,0.967144907,71.69999695,0.9232077,0.302278221,0.712598741,0.80226624,0.15627557,0.456565946
+Iceland,2015,7.498070717,10.86174393,0.980283201,71.90000153,0.94048512,0.297559828,0.638661802,0.794291139,0.179504439,0.427228123
+Iceland,2016,7.510034561,10.90899277,0.984940052,71.92500305,0.951609552,0.27780053,0.719299555,0.807857871,0.158169165,0.363518298
+Iceland,2017,7.476213932,10.92663097,0.966752827,71.94999695,0.938783288,0.242981777,0.726845384,0.823209763,0.148160011,0.365041941
+Iceland,2019,7.532504559,10.94967937,0.981824577,72.0,0.959470093,,0.698707938,0.787222624,0.17770353,0.521377087
+Iceland,2020,7.575489521,10.86630154,0.983286083,72.02500153,0.948627174,0.154635549,0.64406389,0.808147848,0.171795145,0.592407286
+Iceland,2021,7.564624786,10.89974785,0.97985822,72.05000305,0.923243344,0.258854508,0.664465606,0.805808485,0.1591032,0.633886755
+India,2006,5.348258972,8.147028923,0.707318068,55.86000061,0.773737073,,0.854811728,0.576095998,0.198601618,0.649276435
+India,2007,5.02679348,8.205752373,0.568992674,56.22000122,0.728892624,-0.051519856,0.862142861,0.541329563,0.252502203,0.817411602
+India,2008,5.145833015,8.221504211,0.683593154,56.58000183,0.755839646,-0.07218942,0.891188443,0.572613895,0.259315461,0.616264701
+India,2009,4.521517754,8.283079147,0.652852058,56.93999863,0.678643644,-0.02627177,0.894611061,0.638585687,0.300621331,0.698452473
+India,2010,4.989277363,8.351133347,0.604809761,57.29999924,0.783060372,0.057497002,0.862548053,0.579225481,0.266502023,0.667365491
+India,2011,4.634871483,8.389334679,0.552593112,57.65999985,0.837551653,-0.038207788,0.907793522,0.479759604,0.231594488,0.580353677
+India,2012,4.720146656,8.430147171,0.510574579,58.02000046,0.609320104,0.066842526,0.829614758,0.543506503,0.294841021,0.539206505
+India,2013,4.427788734,8.480222702,0.552826345,58.38000107,0.740176618,0.083723851,0.832356334,0.608282983,0.330437362,0.532654881
+India,2014,4.424379349,8.540250778,0.621466637,58.74000168,0.809382915,-0.026379159,0.832141995,0.651042819,0.284582049,0.733619034
+India,2015,4.342079163,8.60600853,0.61013329,59.09999847,0.777225256,-0.005790743,0.776434958,0.657200933,0.321829438,0.694716752
+India,2016,4.179177284,8.674435616,0.613529384,59.40000153,0.820068777,0.045201633,0.764722109,0.645889163,0.345681459,0.732104599
+India,2017,4.046111107,8.729546547,0.606767476,59.70000076,0.88585043,-0.04242168,0.780802786,0.578831077,0.317936778,0.8392784
+India,2018,3.818068743,8.782452583,0.638051987,60.0,0.890443385,0.08380115,0.80526334,0.590560198,0.357458085,0.753280878
+India,2019,3.24876976,8.811940193,0.560780764,60.29999924,0.875540316,0.111500815,0.751979411,0.560403168,0.466335624,0.78970331
+India,2020,4.223865509,8.726764679,0.616411507,60.59999847,0.906415939,0.072429791,0.780127108,0.686477244,0.383293122,0.798643291
+India,2021,3.558253765,8.807804108,0.569732904,60.90000153,0.866110921,0.056761485,0.756820023,0.547308445,0.429137886,0.785475373
+Indonesia,2006,4.946978092,8.850008011,0.770950854,60.31999969,0.713171124,0.346718609,0.915120065,0.715400815,0.265537202,0.595440388
+Indonesia,2007,5.101213932,8.898288727,0.703788102,60.54000092,0.603260338,0.310682416,0.959867001,0.695946157,0.241613194,0.524597168
+Indonesia,2008,4.815309525,8.943452835,0.675075412,60.75999832,0.595633388,0.163405955,0.96821183,0.67530942,0.239270583,0.664624453
+Indonesia,2009,5.472361088,8.975410461,0.779368043,60.97999954,0.783792853,0.189910948,0.910941303,0.767534971,0.192703858,0.811119676
+Indonesia,2010,5.457299232,9.022411346,0.816021502,61.20000076,0.699657559,0.446611434,0.954049587,0.71695751,0.217907995,0.64145273
+Indonesia,2011,5.172608376,9.068800926,0.82497704,61.41999817,0.878287196,0.436993897,0.962294877,0.747676671,0.273416042,0.739044189
+Indonesia,2012,5.36777401,9.113837242,0.833621144,61.63999939,0.770319343,0.353094935,0.96158886,0.763571858,0.228979602,0.672580957
+Indonesia,2013,5.292237759,9.154512405,0.793760836,61.86000061,0.780690789,0.374977708,0.972668588,0.777257264,0.249146357,0.683505118
+Indonesia,2014,5.597375393,9.190257072,0.904827833,62.08000183,0.71941328,0.406894445,0.970144212,0.757046998,0.241678208,0.653533399
+Indonesia,2015,5.04279995,9.225190163,0.809478104,62.29999924,0.779418349,0.47023648,0.945967257,0.796219051,0.274292201,0.645185173
+Indonesia,2016,5.136325359,9.262088776,0.791830599,62.42499924,0.82994163,0.498652279,0.889677405,0.747754455,0.341573596,0.80088073
+Indonesia,2017,5.098401546,9.299781799,0.795589209,62.54999924,0.865026295,0.486710787,0.900416434,0.781277835,0.319171578,0.825765371
+Indonesia,2018,5.340295792,9.338885307,0.809378862,62.67499924,0.879374385,0.510791004,0.867729425,0.7960307,0.295986801,0.837602735
+Indonesia,2019,5.346512794,9.376869202,0.80191803,62.79999924,0.865859151,0.55411315,0.860784769,0.800203919,0.301702797,0.782263815
+Indonesia,2020,4.828147411,9.345304489,0.750896156,62.92499924,0.85332638,0.53391695,0.913812995,0.742214978,0.351377964,0.773202956
+Indonesia,2021,5.43317318,9.367486954,0.816924691,63.04999924,0.884855866,0.545828223,0.845080256,0.798546731,0.27275306,0.840339124
+Iran,2005,5.308190346,9.392513275,0.765978038,64.30000305,0.651167691,,0.636490345,0.514641285,0.456109405,0.55480504
+Iran,2007,5.336371422,9.497390747,0.71759212,64.58000183,0.532619894,0.054188997,0.87164396,0.55341208,0.361320287,0.49536556
+Iran,2008,5.128988266,9.488964081,0.632628739,64.72000122,0.601222098,0.050939094,0.868343472,0.540651083,0.345182449,0.560803413
+Iran,2011,4.767507076,9.54719162,0.582237065,65.13999939,0.797573686,0.198996231,0.664581537,0.51254046,0.359067976,0.803579271
+Iran,2012,4.608927727,9.457777977,0.599542618,65.27999878,0.764418423,,0.677707136,0.529298484,0.524968743,0.718554199
+Iran,2013,5.139579296,9.443441391,0.66370672,65.41999817,0.730214715,0.214258671,0.685038149,0.574902415,0.551839709,0.687470555
+Iran,2014,4.682224274,9.475666046,0.644063771,65.55999756,0.766822994,0.239348903,0.639682412,0.549891829,0.511569083,0.744599879
+Iran,2015,4.749955654,9.44920826,0.572406888,65.69999695,0.780383229,0.175056025,0.698951244,0.548020124,0.519858181,0.753276825
+Iran,2016,4.652730942,9.561364174,0.566281199,65.84999847,0.773303747,0.184208706,0.712782621,0.592352271,0.52587682,0.709471166
+Iran,2017,4.716783047,9.584375381,0.714232922,66.0,0.730635166,0.217045829,0.714941323,0.589897513,0.438533902,
+Iran,2018,4.278117657,9.508358002,0.673764706,66.15000153,0.603319883,0.082835652,0.703439772,0.481677294,0.493148893,0.549940705
+Iran,2019,5.006145954,9.424582481,0.698293149,66.30000305,0.623282075,0.14182049,0.728306532,0.524720848,0.448525667,0.521268964
+Iran,2020,4.864528179,9.444972992,0.757218659,66.44999695,0.599594474,0.14411211,0.70990169,0.504636586,0.470245004,0.469801754
+Iran,2021,4.78781414,9.462799072,0.771469533,66.59999847,0.609310269,0.187419236,0.761170328,0.517929852,0.42716375,0.617649436
+Iraq,2008,4.589844704,9.010554314,0.744366288,60.93999863,0.385769367,-0.058426142,0.909881651,0.532274425,0.448168784,0.476128489
+Iraq,2009,4.775316715,9.023305893,0.861746132,60.91999817,0.431467623,-0.196546704,0.854340255,0.504469514,0.403819829,0.492969662
+Iraq,2010,5.065462112,9.059176445,0.854117811,60.90000153,0.419064105,-0.121787421,0.858734667,0.496702403,0.430934399,0.340983748
+Iraq,2011,4.725366116,9.099401474,0.750748634,60.88000107,0.347414047,-0.066762261,0.780027211,0.473191261,0.557098687,0.366801709
+Iraq,2012,4.659508705,9.192666054,0.730118215,60.86000061,0.314564615,-0.017498892,0.78919065,0.410450041,0.44905889,0.339846313
+Iraq,2013,4.725017071,9.227218628,0.728285432,60.84000015,,-0.047179665,0.709726155,,0.554278731,0.500669956
+Iraq,2014,4.541502476,9.19203949,0.725150704,60.81999969,0.646006584,0.002025422,0.726008117,0.538857281,0.563631117,0.512633264
+Iraq,2015,4.493377209,9.205023766,0.684434831,60.79999924,0.599459946,0.020942628,0.762167156,0.478412598,0.58126694,0.435163736
+Iraq,2016,4.412537098,9.305413246,0.718956709,61.27500153,0.666160166,-0.049795177,0.798866451,0.471186787,0.569758058,0.418604314
+Iraq,2017,4.462399006,9.261638641,0.695109367,61.75,0.627722025,0.001347044,0.757108808,0.48701793,0.59053874,0.424050778
+Iraq,2018,4.8864007,9.264451981,0.763508916,62.22499847,0.597822785,-0.068688959,0.886699617,0.551774025,0.482026786,0.313324153
+Iraq,2020,4.78516531,9.106354713,0.707847476,63.17499924,0.700214565,-0.017389014,0.849108756,0.585361362,0.531538904,0.433240741
+Iraq,2021,5.093667984,9.109132767,0.730212867,63.65000153,0.594466746,0.008787568,0.900640011,0.577400565,0.474228501,0.42379427
+Ireland,2006,7.144246578,10.97146511,0.967041135,69.62000275,0.943274736,0.239214137,0.472848564,0.814784765,0.208633751,0.632926881
+Ireland,2008,7.568029881,10.92795944,0.982521713,69.86000061,0.894108713,0.319300771,0.486994654,0.745194614,0.147759244,0.513727903
+Ireland,2009,7.045911312,10.86545181,0.958702445,69.98000336,0.834729671,0.312667906,0.579600155,0.745341063,0.232698768,0.29256928
+Ireland,2010,7.257389545,10.87740135,0.972885907,70.09999847,0.85602957,0.345456243,0.618024111,0.762811244,0.200655416,0.332579374
+Ireland,2011,7.006904125,10.8836689,0.977377594,70.22000122,0.952034354,0.380387187,0.589912653,0.786443889,0.19030945,0.529104173
+Ireland,2012,6.964645386,10.87890816,0.961785913,70.33999634,0.90219456,0.299391657,0.572632253,0.721398354,0.236661568,0.3458727
+Ireland,2013,6.760085106,10.88623333,0.955188334,70.45999908,0.883772016,0.32861793,0.558394194,0.744001567,0.245267823,0.285015553
+Ireland,2014,7.018379211,10.96247101,0.967744648,70.58000183,0.921629548,0.260660589,0.406036258,0.736091077,0.228723049,0.459882379
+Ireland,2015,6.830125332,11.17757511,0.95294255,70.69999695,0.892276943,0.229410216,0.408756912,0.748266399,0.225349247,0.571841061
+Ireland,2016,7.04073143,11.18650341,0.958144009,70.80000305,0.874589145,0.172205627,0.398544312,0.744257927,0.211063311,0.574739754
+Ireland,2017,7.060155392,11.26124382,0.943481982,70.90000153,0.905341148,0.213817194,0.33708474,0.771208107,0.212784126,0.603799641
+Ireland,2018,6.962335587,11.33530903,0.937862396,71.0,0.861471593,0.140902087,0.362210244,0.753603339,0.213050067,0.618405282
+Ireland,2019,7.254841328,11.36963272,0.943726361,71.09999847,0.892458677,0.070615135,0.372803569,0.758422494,0.223299861,0.581215978
+Ireland,2020,7.034930706,11.41448212,0.960311055,71.19999695,0.882098258,0.004125291,0.355632722,0.752608776,0.246447265,0.588148296
+Ireland,2021,6.827651978,11.54503345,0.849838138,71.30000305,0.846344113,0.133829191,0.360423386,0.732733727,0.245210573,0.623389423
+Israel,2006,7.173417091,10.34792233,0.927078903,71.08000183,0.816652834,,0.905374765,0.638606071,0.308495611,0.34179756
+Israel,2007,6.841114998,10.38939095,0.868216813,71.16000366,0.68286407,0.219787315,0.867820978,0.642078578,0.319893599,0.21780324
+Israel,2008,7.261261463,10.40562916,0.859264135,71.23999786,0.662969172,0.138816014,0.898196399,0.635245323,0.349394649,0.184401557
+Israel,2009,7.352979183,10.39309216,0.936573029,71.31999969,0.592529774,0.171740651,0.922718406,0.620061755,0.326583624,0.404165804
+Israel,2010,7.358916283,10.43011475,0.881829858,71.40000153,0.5614779,0.149871558,0.902182698,0.627862692,0.362394363,0.448931694
+Israel,2011,7.433147907,10.46557808,0.892696559,71.48000336,0.722269237,0.140300959,0.891295373,0.654481232,0.384475023,0.271090537
+Israel,2012,7.110854626,10.47495556,0.903415501,71.55999756,0.681439221,0.151844844,0.862327278,0.611278474,0.319231451,0.343569756
+Israel,2013,7.320563316,10.50296116,0.908515871,71.63999939,0.739001632,0.148959547,0.848537862,0.648566186,0.408576161,0.451302052
+Israel,2014,7.400570393,10.52418518,0.889069736,71.72000122,0.706974626,0.091855034,0.818039954,0.56718111,0.271255702,0.443641841
+Israel,2015,7.07941103,10.52691269,0.864130199,71.80000305,0.752783954,0.106784448,0.789429903,0.65163219,0.256258249,0.405343235
+Israel,2016,7.159010887,10.55097008,0.889660776,71.94999695,0.772297323,0.151116759,0.804056585,0.601827323,0.263090223,0.43813318
+Israel,2017,7.331036091,10.57442188,0.916440845,72.09999847,0.768076301,0.142688021,0.792652249,0.620967388,0.276443154,0.389368147
+Israel,2018,6.92717886,10.5942173,0.90959543,72.25,0.724662304,0.052248515,0.770134807,0.611806214,0.28206256,0.422329724
+Israel,2019,7.331779957,10.61216927,0.946010649,72.40000153,0.834491909,0.08222159,0.742867768,0.597811222,0.265891671,0.495666921
+Israel,2020,7.194928169,10.57256699,0.959072173,72.55000305,0.831315815,-0.054193012,0.74763906,0.564403653,0.242825732,0.388938516
+Israel,2021,7.577528,10.61664009,0.91658324,72.69999695,0.819777012,-0.001983023,0.726003766,0.558294713,0.21654281,0.439594686
+Italy,2005,6.853783607,10.697855,0.928000689,70.59999847,0.802194953,,0.943912327,0.606102049,0.294698149,0.238738
+Italy,2007,6.574412346,10.72230911,0.912292421,70.80000305,0.684297025,0.11134439,0.922196567,0.64994818,0.303445637,0.30342415
+Italy,2008,6.779774189,10.70601845,0.87966311,70.90000153,0.543076873,0.047136191,0.945625067,0.587876499,0.267580599,0.363116562
+Italy,2009,6.333800316,10.64720726,0.880312502,71.0,0.700550497,0.238355577,0.889984667,0.715410948,0.279377729,0.399521708
+Italy,2010,6.354238033,10.66111946,0.872384131,71.09999847,0.737738907,-0.061614886,0.921075165,0.535315871,0.235879943,0.333916396
+Italy,2011,6.057086468,10.66644764,0.913309336,71.19999695,0.567738414,-0.019908598,0.933460951,0.610143721,0.265567929,0.259559691
+Italy,2012,5.839313984,10.63348961,0.86948663,71.30000305,0.570094943,0.110765703,0.908323646,0.651434124,0.387652248,0.280694604
+Italy,2013,6.009373665,10.60331535,0.916296065,71.40000153,0.499168754,-0.104334898,0.942639291,0.701823175,0.356616199,0.145972148
+Italy,2014,6.026585102,10.59409428,0.89789933,71.5,0.623531222,-0.066907115,0.919959545,0.658744931,0.356019616,0.309035748
+Italy,2015,5.847683907,10.60281086,0.908986509,71.59999847,0.574765742,-0.066245019,0.912753046,0.646101654,0.329209089,0.260625869
+Italy,2016,5.95452404,10.61736202,0.927212834,71.67500305,0.623741627,-0.082592517,0.902801216,0.632481337,0.339173585,0.23759909
+Italy,2017,6.198870182,10.63540173,0.919791222,71.75,0.632843256,-0.03712187,0.866667926,0.612839162,0.322846144,0.230196297
+Italy,2018,6.516526699,10.64651775,0.912656128,71.82499695,0.650009274,-0.023380011,0.887824833,0.597976208,0.402975351,0.206626192
+Italy,2019,6.445416927,10.66214275,0.83840245,71.90000153,0.709478855,-0.084498353,0.865528047,0.568893611,0.327960074,0.221925855
+Italy,2020,6.488356113,10.57144165,0.889824033,71.97499847,0.718155444,-0.152927265,0.844094574,0.613840938,0.311002165,0.374515772
+Italy,2021,6.4667449,10.63541317,0.885533631,72.05000305,0.702845216,-0.091751009,0.862317502,0.634286821,0.318436861,0.354293913
+Ivory Coast,2009,4.197181702,8.194112778,0.667008698,48.90000153,0.759862185,-0.152399331,0.902262032,0.554681003,0.186183736,0.423931181
+Ivory Coast,2013,3.739365578,8.284461021,0.708571136,51.29999924,0.739193261,-0.031627633,0.691117585,0.661407471,0.306065738,0.57163626
+Ivory Coast,2014,3.570368528,8.349000931,0.710991681,51.90000153,0.780773103,-0.081458665,0.671356261,0.603351533,0.290650547,0.629748821
+Ivory Coast,2015,4.445038795,8.393250465,0.703991652,52.5,0.7997455,-0.0537185,0.744249642,0.614115715,0.347228676,0.643835604
+Ivory Coast,2016,4.542545795,8.437220573,0.617400765,53.07500076,0.768789351,-0.0430662,0.757453382,0.692695022,0.378029406,0.714816749
+Ivory Coast,2017,5.037734985,8.482757568,0.661375344,53.65000153,0.732097924,-0.110935926,0.770940244,0.662436187,0.35745579,0.516654313
+Ivory Coast,2018,5.26837492,8.523866653,0.620882571,54.22499847,0.712590039,-0.050507963,0.790966868,0.658914387,0.385631382,0.535438716
+Ivory Coast,2019,5.392012119,8.558825493,0.67938602,54.79999924,0.735711992,-0.01737914,0.799271226,0.663475573,0.425407171,0.609362841
+Ivory Coast,2020,5.256503582,8.55281353,0.61310631,55.375,0.769998014,0.015964827,0.776687264,0.655147433,0.33991909,0.549262762
+Ivory Coast,2021,5.055806637,8.588439941,0.554224849,55.95000076,0.717105269,-0.000176828,0.715896964,0.625795424,0.344690382,0.668288469
+Jamaica,2006,6.207881927,9.22544384,0.909083962,66.59999847,0.73823607,-0.004938514,0.94598788,0.752819479,0.200846747,0.175664648
+Jamaica,2011,5.374446392,9.163928986,0.854584217,66.59999847,0.795613527,-0.064690575,0.909116149,0.764462769,0.23715882,0.364988148
+Jamaica,2013,5.708886623,9.151405334,0.864943385,66.59999847,0.79319495,-0.021908548,0.930722296,0.694053054,0.31248486,0.292249411
+Jamaica,2014,5.310538769,9.152549744,0.874231517,66.59999847,0.808973134,-0.001563389,0.861132503,0.708209336,0.309984922,0.279506475
+Jamaica,2017,5.889759064,9.169528961,0.91302985,66.59999847,0.860676348,-0.13062869,0.882796168,0.700021863,0.243399635,0.348201752
+Jamaica,2019,6.309238911,9.187788963,0.877814472,66.59999847,0.890670836,-0.137969255,0.885330021,0.721723378,0.195284143,0.442859173
+Jamaica,2020,5.424990654,9.07806778,0.869553685,66.59999847,0.864777803,-0.144103467,0.836413145,0.712002933,0.266417921,0.592266202
+Jamaica,2021,5.813733578,9.115969658,0.857367575,66.59999847,0.730657279,-0.075910032,0.88274461,0.688595951,0.307878584,0.325800419
+Japan,2005,6.515817165,10.55191517,0.927711964,72.40000153,0.867779255,,0.698929727,0.685981691,0.15315105,0.350331277
+Japan,2007,6.238197803,10.57849312,0.938148081,72.63999939,0.796054125,-0.093880408,0.809233308,0.68339169,0.206579819,0.240005687
+Japan,2008,5.91067934,10.56569099,0.887304068,72.76000214,0.77207005,-0.138788044,0.816475332,0.704691589,0.190774098,0.221201479
+Japan,2009,5.844999313,10.50719833,0.888356864,72.87999725,0.729888022,-0.213364705,0.740108192,0.712758899,0.16947788,0.251777887
+Japan,2010,6.056752682,10.54718113,0.901924908,73.0,0.771722376,-0.143666402,0.769557059,0.77921927,0.187703073,0.27027148
+Japan,2011,6.262793541,10.54927063,0.916703701,73.12000275,0.814396441,-0.055324662,0.733798981,0.713564217,0.181055471,0.231063634
+Japan,2012,5.968216419,10.56452179,0.905295432,73.23999786,0.752831519,,0.692387402,0.708420038,0.17147471,0.169178054
+Japan,2013,5.959361553,10.58581734,0.923688352,73.36000061,0.821416557,-0.150305957,0.650498211,0.718607485,0.174621537,0.358106881
+Japan,2014,5.922620773,10.5901022,0.900040329,73.48000336,0.838051736,-0.14270325,0.617483139,0.686984003,0.18943283,0.37951529
+Japan,2015,5.879684448,10.6066494,0.922657192,73.59999847,0.831694186,-0.158818662,0.654443085,0.702268898,0.176408634,0.352867216
+Japan,2016,5.954650879,10.61531162,0.899773836,73.72499847,0.836064637,-0.065902673,0.697639346,0.689583302,0.192402646,0.362200648
+Japan,2017,5.910676479,10.63357162,0.881961286,73.84999847,0.849396586,-0.209493071,0.659198642,0.691762567,0.17551218,0.412489951
+Japan,2018,5.793575287,10.6411705,0.886431932,73.97499847,0.77347213,-0.264975011,0.686784506,0.649402797,0.185300156,0.384880394
+Japan,2019,5.908039093,10.64595985,0.877650917,74.09999847,0.806471527,-0.258060485,0.617187858,0.693276763,0.194410384,0.411213636
+Japan,2020,6.117963314,10.60242367,0.887249112,74.22499847,0.806036115,-0.262763977,0.608698547,0.680538237,0.186461002,0.423379987
+Japan,2021,6.091324806,10.6239481,0.895737708,74.34999847,0.801350355,-0.209871203,0.669546723,0.674374282,0.189246044,0.29078567
+Jordan,2005,6.294660091,9.266464233,0.920012951,65.80000305,,,0.669726729,0.629833221,0.239559561,0.80014956
+Jordan,2007,5.59805727,9.341365814,0.840606511,66.16000366,0.646079123,-0.114654325,0.663644791,,0.239749968,0.771524668
+Jordan,2008,4.930058002,9.364168167,0.766224205,66.33999634,,-0.130018577,0.709403396,0.655700445,0.331201166,
+Jordan,2009,5.999859333,9.363092422,0.899033546,66.51999664,0.770953655,-0.077675059,0.739464462,0.587277114,0.264640778,
+Jordan,2010,5.569942474,9.333929062,0.917988896,66.69999695,0.788073123,-0.048828077,,0.564373434,0.343418747,
+Jordan,2011,5.539327621,9.30714035,0.87791878,66.87999725,0.759564519,-0.145267352,,0.55093354,0.26032415,
+Jordan,2012,5.131996155,9.276904106,0.829496324,67.05999756,0.693142116,-0.16237922,,0.469228566,0.345336407,
+Jordan,2013,5.171952724,9.250994682,0.840379238,67.23999786,0.692227006,-0.118808784,,0.597289801,0.286033303,
+Jordan,2014,5.333021641,9.238409996,0.816130996,67.41999817,0.728743196,-0.106382489,,0.601867914,0.312646091,
+Jordan,2015,5.404593468,9.224819183,0.830443859,67.59999847,0.766517043,-0.048130613,,0.616620958,0.305195779,
+Jordan,2016,5.27128458,9.213988304,0.819944739,67.59999847,0.771350622,-0.040473938,,0.597716808,0.311913371,
+Jordan,2017,4.808082581,9.210698128,0.814664543,67.59999847,0.766262472,-0.154336989,,0.554431915,0.391505182,
+Jordan,2018,4.638933659,9.211679459,0.799544334,67.59999847,0.762420297,-0.188075751,,,,
+Jordan,2019,4.452548027,9.217453003,0.792559683,67.59999847,0.725755811,-0.167032897,,,,
+Jordan,2020,4.093991756,9.191825867,0.708839893,67.59999847,0.778533459,-0.153874189,,,,
+Jordan,2021,3.90914917,9.203712463,0.702918172,67.59999847,0.77311343,-0.149055541,0.655549169,0.479504108,0.429252565,0.791178405
+Kazakhstan,2006,5.475948334,9.804372787,0.87208885,58.0,0.730545938,-0.275637388,0.864982486,0.601881087,0.185065165,0.733144045
+Kazakhstan,2007,5.718553543,9.878193855,0.860892773,58.59999847,0.806299686,-0.247275978,0.865183055,0.556681812,0.178508401,0.711158633
+Kazakhstan,2008,5.886419773,9.891931534,0.839467227,59.20000076,0.72658366,-0.222079709,0.899163663,0.613463759,0.15972586,0.686738968
+Kazakhstan,2009,5.382563114,9.884036064,0.892997801,59.79999924,0.856448293,-0.251189083,0.844568431,0.594705462,0.128599972,0.711023688
+Kazakhstan,2010,5.514286518,9.940361977,0.90378648,60.40000153,0.784851849,-0.216870248,0.82270366,0.655472875,0.148950696,0.706021845
+Kazakhstan,2011,5.735662937,9.997436523,0.904971361,61.0,0.877888083,-0.23721464,0.801724195,0.622470558,0.154433981,0.716494739
+Kazakhstan,2012,5.759469509,10.03023338,0.891716659,61.59999847,0.839832306,-0.172911584,0.876681805,0.666791737,0.1843815,0.726160645
+Kazakhstan,2013,5.835483074,10.07410812,0.889009714,62.20000076,0.781591058,-0.231099337,0.819989383,0.629011273,0.164444029,0.662005246
+Kazakhstan,2014,5.970097542,10.10052395,0.79529345,62.79999924,0.799462974,0.002094218,0.805351257,0.670954347,0.169456705,0.603504002
+Kazakhstan,2015,5.949995041,10.09783745,0.931349277,63.40000153,0.740132809,-0.038905509,0.713844299,0.682067513,0.173994005,0.816247523
+Kazakhstan,2016,5.533551693,10.09455681,0.927810669,63.79999924,0.782805562,-0.037965361,0.702016652,0.640658498,0.15541473,0.759726167
+Kazakhstan,2017,5.882351398,10.12113476,0.914093196,64.19999695,0.745243967,-0.036762878,0.755250692,0.697624922,0.171486408,0.755705774
+Kazakhstan,2018,6.00763607,10.14817142,0.936656713,64.59999847,0.84018296,-0.099979609,0.82378298,0.610876977,0.161542282,0.615031958
+Kazakhstan,2019,6.272268295,10.17929173,0.951050103,65.0,0.852387428,-0.057007015,0.708279192,0.711475492,0.139132932,0.671793461
+Kazakhstan,2020,6.168269157,10.1410532,0.966448963,65.40000153,0.872100115,-0.058536395,0.660798848,0.619988978,0.150359914,0.719707191
+Kazakhstan,2021,6.259634018,10.16281033,0.906053364,65.80000305,0.807489097,0.038746249,0.782494009,0.662836969,0.122301146,0.535169721
+Kenya,2006,4.223234177,8.145129204,0.908798158,51.41999817,0.615886152,-0.027755667,0.86025697,0.657481313,0.198191911,0.39164722
+Kenya,2007,4.575657845,8.183706284,0.841112077,51.93999863,0.749842286,0.045994025,0.798738539,0.69805032,0.161941111,0.658625603
+Kenya,2008,4.015274525,8.158353806,0.826555252,52.45999908,0.620295763,-0.019278798,0.909446537,0.733151376,0.148996606,0.505623937
+Kenya,2009,4.270434856,8.163379669,0.789220333,52.97999954,0.583594739,0.091970138,0.912946522,0.678682506,0.182591587,0.241316408
+Kenya,2010,4.255859375,8.213656425,0.805326462,53.5,0.635457218,0.011133602,0.917921245,0.758244038,0.12320178,0.343885571
+Kenya,2011,4.405310154,8.236661911,0.846307576,54.02000046,0.708659172,0.014951093,0.922664165,0.70551306,0.227972493,0.458982378
+Kenya,2012,4.547335148,8.254707336,0.83141011,54.54000092,0.627654195,0.058863558,0.911273062,0.667211711,0.19417724,0.40184477
+Kenya,2013,3.795383215,8.265796661,0.824806035,55.06000137,0.708332241,0.206916451,0.861003399,0.728745103,0.161331311,0.60929203
+Kenya,2014,4.904579639,8.28918457,0.765436411,55.58000183,0.819018543,0.16697678,0.849194229,0.778699398,0.221096709,0.635234892
+Kenya,2015,4.357617855,8.312748909,0.77692306,56.09999847,0.792990327,0.215882659,0.852549851,0.673485041,0.172422111,0.747988701
+Kenya,2016,4.396127701,8.329813004,0.70592159,56.5,0.748508275,0.294672012,0.828411579,0.729874551,0.225647658,0.577654064
+Kenya,2017,4.475654125,8.34369278,0.714604318,56.90000153,0.853394389,0.231431633,0.85400039,0.753860414,0.230210304,0.637862563
+Kenya,2018,4.655702591,8.37539959,0.706719875,57.29999924,0.821412981,0.288690776,0.844244063,0.746773899,0.236920774,0.675367296
+Kenya,2019,4.618850231,8.40128231,0.675931633,57.70000076,0.817757487,0.307746619,0.794370294,0.727640748,0.250687122,0.683856368
+Kenya,2020,4.546584129,8.375597,0.673717618,58.09999847,0.702034473,0.258936435,0.836516023,0.738233685,0.296980411,0.485698014
+Kenya,2021,4.464540958,8.402458191,0.702200711,58.5,0.678108215,0.322458744,0.841331422,0.74483794,0.252963096,0.51475817
+Kosovo,2007,5.103906155,,0.847811699,,0.381363839,,0.894462228,0.613723099,0.236699477,0.375601441
+Kosovo,2008,5.521659851,8.858290672,0.883842647,,,0.098463781,0.849059165,0.49964574,0.317827791,0.549437702
+Kosovo,2009,5.891432762,8.899381638,0.830426514,,0.506415069,0.207479849,0.967838585,0.527557135,0.168829754,
+Kosovo,2010,5.17660141,8.939566612,0.707958877,,0.451443791,0.175516829,0.967271745,0.672982872,0.117717423,
+Kosovo,2011,4.859501839,8.992258072,0.75910157,,0.588978767,0.008153031,0.919211984,0.603739738,0.12443766,
+Kosovo,2012,5.639588356,9.000282288,0.757147133,,0.635793388,0.032394364,0.94965142,0.561853766,0.099630386,0.31239897
+Kosovo,2013,6.125758171,9.046239853,0.720750391,,0.568463147,0.118773863,0.935094595,0.64995712,0.202731237,0.361421138
+Kosovo,2014,5.000375271,9.082123756,0.705632329,,0.44139123,0.014447189,0.775200605,0.551718652,0.205950245,0.344450057
+Kosovo,2015,5.077460766,9.153251648,0.805270791,,0.561048269,0.181898609,0.850647092,0.684578478,0.179988816,0.328998387
+Kosovo,2016,5.759412289,9.213439941,0.82380271,,0.827398598,0.124837786,0.940897942,0.588412583,0.14960672,0.313764572
+Kosovo,2017,6.149199963,9.253032684,0.792087257,,0.857676744,0.116697304,0.92519182,0.616912186,0.185879096,0.298196137
+Kosovo,2018,6.391825676,9.28314209,0.82240653,,0.88973701,0.268570513,0.922078192,0.642223597,0.170248464,0.347546548
+Kosovo,2019,6.425144196,9.334190369,0.842511177,,0.841189623,0.246103629,0.920297265,0.611600041,0.140792355,0.308195412
+Kosovo,2020,6.294414043,9.286884308,0.792374492,,0.879837573,0.30564636,0.90989387,0.592677712,0.201458037,0.247848466
+Kosovo,2021,6.648499489,,0.848838627,,0.84011656,,0.842378795,0.578284323,0.116078317,0.577198744
+Kuwait,2006,6.075547218,11.2282362,0.918950438,68.40000153,0.769072413,-0.238750443,0.32815811,0.78845942,0.182275355,0.799622059
+Kuwait,2009,6.585246086,11.06485939,0.926411927,69.0,0.818781018,0.003958656,0.675121784,0.694339871,0.251759946,
+Kuwait,2010,6.798151016,10.98207378,0.892722309,69.19999695,0.703019738,-0.034147337,0.486111403,0.686744034,0.203395993,
+Kuwait,2011,6.377699375,11.01678658,0.881911993,69.40000153,0.768603504,,0.560423911,0.72620672,0.176825136,
+Kuwait,2012,6.221094608,11.02544117,0.888916671,69.59999847,0.934049547,,,0.794144511,0.095490493,
+Kuwait,2013,6.480031013,10.98521423,0.861948133,69.80000305,0.750524879,,,0.686251163,0.282628983,
+Kuwait,2014,6.180138588,10.94460201,,70.0,,,,,,
+Kuwait,2015,6.146031857,10.91207314,0.823017776,70.19999695,0.821662426,0.078918673,,0.678253472,0.323691428,
+Kuwait,2016,5.947194576,10.90978336,0.845222056,70.17500305,0.840967178,-0.077830575,,0.642740011,0.314922988,
+Kuwait,2017,6.093905449,10.83674431,0.853491306,70.15000153,0.884181619,-0.007283051,,0.648667634,0.307320803,
+Kuwait,2019,6.106119633,10.81684875,0.841519773,70.09999847,0.867273808,-0.106759109,,0.643222094,0.302876323,
+Kyrgyzstan,2006,4.641398907,8.185375214,0.844136536,59.91999817,0.677571654,-0.140236512,0.878633499,0.554507732,0.159482509,0.48456654
+Kyrgyzstan,2007,4.697761536,8.257814407,0.833097875,60.34000015,0.683523118,-0.091508664,0.929054797,0.589768171,0.12950258,0.45403108
+Kyrgyzstan,2008,4.736588001,8.328985214,0.792132616,60.75999832,0.719029367,-0.099996902,0.922627032,0.593905568,0.146871641,0.457722664
+Kyrgyzstan,2009,5.06905365,8.345366478,0.854935646,61.18000031,0.698919952,-0.140109703,0.896227479,0.553670108,0.164816961,0.641920984
+Kyrgyzstan,2010,4.996410847,8.32871151,0.885362923,61.59999847,0.720051169,-0.071879961,0.925793588,0.516307354,0.12346255,0.300620943
+Kyrgyzstan,2011,4.921049118,8.374398232,0.891404092,62.02000046,0.747808456,-0.154865801,0.932496965,0.579320967,0.151315898,0.436688751
+Kyrgyzstan,2012,5.207785606,8.356863976,0.856181741,62.43999863,0.702731669,-0.079165563,0.892036796,0.579561055,0.182383269,0.513287067
+Kyrgyzstan,2013,5.40242672,8.440615654,0.850715518,62.86000061,0.755036652,-0.085438944,0.899560452,0.595424235,0.13491118,0.43592
+Kyrgyzstan,2014,5.252192974,8.46000576,0.898024797,63.27999878,0.736290097,0.35499087,0.896767378,0.617240667,0.185025334,0.36819616
+Kyrgyzstan,2015,4.905375957,8.477441788,0.856584549,63.70000076,0.813175857,0.199375421,0.857725024,0.658385754,0.173476428,0.58429265
+Kyrgyzstan,2016,4.856534004,8.49951458,0.914375484,64.22499847,0.813939214,0.055796105,0.916922808,0.668045878,0.126099676,0.527570188
+Kyrgyzstan,2017,5.629536629,8.526488304,0.882586658,64.75,0.859389782,0.142585784,0.874494493,0.640433192,0.160438314,0.561672747
+Kyrgyzstan,2018,5.297383308,8.543475151,0.898147821,65.27500153,0.94494766,0.266449153,0.907405317,0.616886437,0.203300148,0.497065544
+Kyrgyzstan,2019,5.685220718,8.567575455,0.877027869,65.80000305,0.920436263,-0.002909169,0.884539902,0.624949574,0.207229063,0.507123172
+Kyrgyzstan,2020,6.249586105,8.45671463,0.902222991,66.32499695,0.934885323,0.105825633,0.931317508,0.672106743,0.257813066,0.493402541
+Kyrgyzstan,2021,5.563699722,8.458740234,0.904273272,66.84999847,0.91787082,0.206922323,0.90251559,0.659907758,0.226462573,0.582115293
+Laos,2006,5.076225758,8.250722885,0.806987047,55.88000107,0.925082147,0.439035565,0.687814236,0.78951174,0.162684694,0.923247159
+Laos,2007,5.363854885,8.307172775,0.789620697,56.25999832,0.866524875,0.477824688,0.580067098,0.751633048,0.135671452,0.914146185
+Laos,2008,5.044098854,8.365551949,0.807086229,56.63999939,0.886213899,0.41591993,0.637409329,0.727874935,0.201754972,0.92368561
+Laos,2011,4.703749657,8.548465729,0.690877795,57.77999878,0.881633818,0.458134264,0.587321937,0.746239841,0.225278497,0.981803596
+Laos,2012,4.876084805,8.610508919,0.692627907,58.15999985,,0.231591851,,0.740587413,0.386679232,
+Laos,2017,4.623140812,8.88983345,0.70733577,59.90000153,0.891000748,0.072334029,0.591616809,0.712308228,0.344225883,0.839935005
+Laos,2018,4.85940218,8.934959412,0.70473814,60.20000076,0.906660974,0.140324414,0.634239852,0.710656404,0.331882507,
+Laos,2019,5.196856022,8.972927094,0.729443908,60.5,0.90615344,0.059676968,0.620233715,0.718399763,0.306144267,
+Laos,2020,5.284390926,8.963253975,0.660396278,60.79999924,0.915028214,0.140347019,0.747997701,0.713753402,0.358349264,
+Laos,2021,4.926521778,8.97042942,0.649893284,61.09999847,0.927041471,0.041928682,0.668031454,0.702153087,0.291677624,
+Latvia,2006,4.70950222,10.04226971,0.884498775,63.09999847,0.640807152,-0.231796294,0.937048614,0.590247095,0.234135449,0.291489393
+Latvia,2007,4.666971684,10.14522362,0.835508585,63.40000153,0.700174093,-0.169376954,0.923952639,0.594059765,0.246862501,0.280693024
+Latvia,2008,5.145375252,10.12276745,0.855418265,63.70000076,0.630111456,-0.205868542,0.926328242,0.632725835,0.214901268,0.190757662
+Latvia,2009,4.668910503,9.985563278,0.806939304,64.0,0.437064558,-0.182886824,0.942090392,0.536985397,0.242196754,0.099944413
+Latvia,2011,4.966811657,10.00416565,0.836042464,64.59999847,0.56446445,-0.002431453,0.9342556,0.562926173,0.221713215,0.107237339
+Latvia,2012,5.125025272,10.08457661,0.851195216,64.90000153,0.563811779,-0.039837338,0.894979358,0.588138819,0.232224524,0.191219807
+Latvia,2013,5.069770336,10.11519432,0.834022582,65.19999695,0.630507529,-0.074804656,0.836553633,0.604636908,0.227449417,0.233799666
+Latvia,2014,5.729115486,10.14343452,0.881255507,65.5,0.670653164,-0.044904277,0.803687513,0.604619026,0.225979373,0.229044721
+Latvia,2015,5.880597591,10.18973541,0.879372418,65.80000305,0.65639317,-0.0797631,0.808400393,0.559270859,0.22813718,0.298912108
+Latvia,2016,5.940446377,10.22227478,0.917073965,65.90000153,0.685299277,-0.159189358,0.867639601,0.58328855,0.231383532,0.315261304
+Latvia,2017,5.977817535,10.263731,0.895098746,66.0,0.699520111,-0.156989619,0.79837811,0.564854801,0.231753111,0.264000505
+Latvia,2018,5.901154041,10.31064224,0.913276315,66.09999847,0.608207643,-0.214700237,0.798949242,0.52055192,0.191870555,0.1971623
+Latvia,2019,5.969753742,10.34213352,0.935501277,66.19999695,0.697935104,-0.196540892,0.789227486,0.537305117,0.211630687,0.239407673
+Latvia,2020,6.229008675,10.31171131,0.928012192,66.30000305,0.820111692,-0.080638871,0.808821976,0.673573732,0.201582372,0.30678907
+Latvia,2021,6.353090763,10.35994816,0.954086423,66.40000153,0.815278113,-0.099032037,0.839525342,0.716414034,0.18593426,0.294602394
+Lebanon,2005,5.49124527,9.565486908,0.796278358,65.09999847,0.703205824,,0.945177019,0.558134913,0.292149812,
+Lebanon,2006,4.653103828,9.567964554,0.853151023,65.16000366,0.670193553,0.067963913,0.901959538,0.501354635,0.319716394,0.401410997
+Lebanon,2008,4.594851017,9.742753029,0.717357397,65.27999878,0.524062514,0.033044834,0.926725864,0.47536701,0.36541757,0.309518278
+Lebanon,2009,5.205998898,9.830089569,0.736411929,65.33999634,0.664733827,0.069068171,0.937024593,0.471758723,0.401288748,0.371836841
+Lebanon,2010,5.031899452,9.878139496,0.721424758,65.40000153,0.67763871,0.071231559,0.949062884,0.457453609,0.341205537,
+Lebanon,2011,5.187571526,9.837735176,0.732914627,65.45999908,0.657106042,0.004141064,0.910560846,0.506424606,0.320167035,
+Lebanon,2012,4.572566986,9.800305367,0.712611496,65.51999664,0.620627165,-0.007385006,0.855777562,0.442211181,0.338856846,
+Lebanon,2013,4.983288765,9.772115707,0.708228052,65.58000183,0.654868305,-0.005477655,0.920827806,0.446394682,0.409337312,
+Lebanon,2014,5.233025551,9.739165306,0.758719444,65.63999939,0.657207966,-0.013819281,0.939358175,0.524522364,0.267213225,0.243386969
+Lebanon,2015,5.171971321,9.702495575,0.741707742,65.69999695,0.596749783,0.070851356,0.888953269,0.524464548,0.242553964,0.187712133
+Lebanon,2016,5.27072382,9.69077301,0.827885926,65.77500153,0.657357454,0.029571308,0.853114486,0.512747288,0.263445616,0.137951434
+Lebanon,2017,5.153989792,9.683032036,0.776583016,65.84999847,0.604554176,-0.075882092,0.910727262,0.469468743,0.243549213,0.217718095
+Lebanon,2018,5.167186737,9.660009384,0.829380631,65.92500305,0.60703069,-0.067326963,0.906650305,0.415106893,0.270688891,0.219074845
+Lebanon,2019,4.024219513,9.586286545,0.865968525,66.0,0.447001487,-0.081765957,0.890415609,0.307577401,0.494499028,0.154975414
+Lebanon,2020,2.633752584,9.349094391,0.546599805,66.07499695,0.551600993,-0.121177912,0.883976877,0.352248639,0.481800169,0.124744363
+Lebanon,2021,2.178809404,9.243083954,0.50677526,66.15000153,0.42269668,-0.142942175,0.9052791,0.263486832,0.569100618,0.106694363
+Lesotho,2011,4.89751482,7.801771164,0.824085355,41.52000046,0.618259728,-0.088421501,0.767675638,0.754062176,0.170009926,0.396459043
+Lesotho,2016,3.808204889,7.929033279,0.798059285,42.25,0.729489863,-0.096975811,0.742873371,0.684949994,0.27028349,0.609269023
+Lesotho,2017,3.795300722,7.889193535,0.768551648,42.90000153,0.756505191,-0.141685188,0.796859443,0.706036747,0.255303085,0.695299149
+Lesotho,2019,3.5117805,7.857064724,0.789705396,44.20000076,0.716313541,-0.125442445,0.914951444,0.707126319,0.273425519,0.310273737
+Liberia,2007,3.701401234,7.227051735,0.593731701,51.86000061,0.790374219,0.113749839,0.775734663,0.599677563,0.435410291,0.731583416
+Liberia,2008,4.221354008,7.254776001,0.618692517,51.93999863,0.724082768,-0.036044396,0.839667678,0.629001737,0.261133134,0.514417052
+Liberia,2010,4.196063042,7.289992332,0.827098727,52.09999847,0.81900537,-0.039817765,0.81842953,0.548855722,0.216883108,0.539702713
+Liberia,2014,4.571419239,7.42240715,0.708301783,52.41999817,0.590450883,-0.031497266,0.868966281,0.565419495,0.44285962,0.34881407
+Liberia,2015,2.701591253,7.396693707,0.637665987,52.5,0.671430886,-0.063096523,0.902672648,0.519482315,0.388488621,0.472788274
+Liberia,2016,3.354676008,7.355728626,0.642614603,53.09999847,0.763476014,0.031453658,0.901267469,0.625466764,0.509046674,0.544246912
+Liberia,2017,4.424490929,7.355128288,0.684866846,53.70000076,0.733389914,-0.013646324,0.866806388,0.673801899,0.39133054,0.554991543
+Liberia,2018,4.134852886,7.342111588,0.726750135,54.29999924,0.765769541,0.048324358,0.867924094,0.664399087,0.436099499,0.70391202
+Liberia,2019,5.121460915,7.29285717,0.71247375,54.90000153,0.705874562,0.049263917,0.828468978,0.644704163,0.389132589,0.553626955
+Libya,2012,5.754394054,9.841973305,0.854930937,65.13999939,0.711518884,-0.033373512,0.790556133,0.633086085,0.316149682,
+Libya,2015,5.615404606,9.307687759,0.867987692,64.30000305,0.774544954,-0.045285471,,0.651638031,0.368905216,
+Libya,2016,5.43358326,9.267894745,0.87606585,64.52500153,0.822384834,-0.090601951,,0.644933641,0.383073747,
+Libya,2017,5.646852493,9.490846634,0.822758794,64.75,0.778695881,-0.020692093,0.673065543,0.643042386,0.379374176,
+Libya,2018,5.493977547,9.617004395,0.824165165,64.97499847,0.780558527,-0.102705486,0.645838797,0.635468781,0.398903102,
+Libya,2019,5.33022213,9.627349854,0.826719344,65.19999695,0.761964321,-0.074144088,0.68641299,0.628867805,0.400737435,
+Lithuania,2006,5.954442978,10.04229259,0.930439949,63.5,0.567254603,-0.296706289,0.966878653,0.56656003,0.25399825,0.205602363
+Lithuania,2007,5.80828476,10.15950012,0.940791965,63.70000076,0.589662313,-0.283538014,0.966326058,0.522942126,0.279184252,0.26929301
+Lithuania,2008,5.553925991,10.19559288,0.91366744,63.90000153,0.621060073,-0.261205196,0.960843027,0.501196086,0.275795698,0.161105841
+Lithuania,2009,5.466920853,10.04607391,0.932608962,64.09999847,0.495955795,-0.304801136,0.978800118,0.525221646,0.270837814,0.126142234
+Lithuania,2010,5.065824986,10.08342171,0.881810606,64.30000305,0.519352257,-0.276631355,0.962167203,0.462606311,0.27202931,0.114503264
+Lithuania,2011,5.43243742,10.16464233,0.911411285,64.5,0.565797269,-0.149748564,0.963511646,0.555819511,0.274636686,0.18108657
+Lithuania,2012,5.771037102,10.21577263,0.918690145,64.69999695,0.503027141,-0.27510348,0.956959248,0.556552887,0.277385563,0.145729542
+Lithuania,2013,5.595689297,10.26077843,0.91251415,64.90000153,0.555815279,-0.238537952,0.936335504,0.539511204,0.293728739,0.384238273
+Lithuania,2014,6.125723839,10.30413532,0.908239841,65.09999847,0.507947206,-0.265423417,0.956347883,0.564930737,0.286910683,0.344657153
+Lithuania,2015,5.711378098,10.33358669,0.92852354,65.30000305,0.641470194,-0.255642354,0.92417407,0.533641696,0.276451677,0.367034554
+Lithuania,2016,5.865552425,10.37117004,0.937873363,65.65000153,0.614239335,-0.26834625,0.949392676,0.552628219,0.249855742,0.279638559
+Lithuania,2017,6.272940636,10.42708778,0.926316619,66.0,0.749307334,-0.175657451,0.789709866,0.590111554,0.19511883,0.32124728
+Lithuania,2018,6.308878899,10.47578526,0.929350138,66.34999847,0.698945105,-0.239049926,0.851745069,0.518092513,0.213559717,0.323758096
+Lithuania,2019,6.064097881,10.52315521,0.917577505,66.69999695,0.780266464,-0.25415498,0.782501221,0.56804961,0.276054353,0.407248467
+Lithuania,2020,6.39137888,10.52162838,0.952544093,67.05000305,0.824060559,-0.125377774,0.829204798,0.626345754,0.201912001,0.474045336
+Lithuania,2021,6.864572525,10.57164574,0.928175211,67.40000153,0.707402527,-0.117042378,0.877800763,0.66699332,0.191300765,0.303830445
+Luxembourg,2009,6.957920074,11.62830639,0.938559353,70.30000305,0.939101696,0.118924618,0.431606978,0.713410318,0.238021523,0.824018121
+Luxembourg,2010,7.097251892,11.64696693,0.952371716,70.5,0.908303082,0.088541098,0.423341334,0.717743278,0.216064394,0.768445313
+Luxembourg,2011,7.101400375,11.63512897,0.934090614,70.69999695,0.961830735,0.099620216,0.3881706,0.743698657,0.200136617,0.770686686
+Luxembourg,2012,6.964097023,11.62747765,0.913907707,70.90000153,0.916520953,0.051006578,0.402753204,0.725599825,0.227411717,0.743670523
+Luxembourg,2013,7.130809307,11.63559151,0.916683257,71.09999847,0.789655447,-0.061582256,0.300811768,0.60076052,0.184799984,0.736690223
+Luxembourg,2014,6.89112711,11.63791466,0.875469446,71.30000305,0.937987685,0.099666253,0.366286784,0.760254264,0.170409396,0.662738323
+Luxembourg,2015,6.701571465,11.6367588,0.933604598,71.5,0.932256401,0.047322843,0.37539047,0.727877915,0.19305034,0.694678366
+Luxembourg,2016,6.967340946,11.66378784,0.941260576,71.52500153,0.882365346,0.013620589,0.356336325,0.706498742,0.192300707,0.678977847
+Luxembourg,2017,7.061380863,11.65256405,0.905435503,71.55000305,0.90282172,0.039376598,0.330173582,0.72573179,0.184467003,0.73892206
+Luxembourg,2018,7.242630959,11.65312195,0.902192414,71.57499695,0.883929849,-0.025720127,0.385146111,0.714694262,0.201894343,0.755200863
+Luxembourg,2019,7.404015541,11.66580296,0.912104547,71.59999847,0.930321217,-0.049699824,0.389598429,0.741738081,0.211639807,0.780171037
+Madagascar,2006,3.979751348,7.375727654,0.711134732,54.13999939,,-0.037978873,,0.562594175,0.161333442,0.71369797
+Madagascar,2008,4.640079021,7.438792706,0.775688589,54.61999893,0.332436115,-0.098810457,0.773066521,0.582536519,0.214525178,0.77520597
+Madagascar,2011,4.381415367,7.33624649,0.818402648,55.34000015,0.545555592,-0.061321635,0.897100151,0.516020477,0.234825984,0.64958179
+Madagascar,2012,3.550609589,7.338573933,0.673088312,55.58000183,0.487007886,-0.054304328,0.853590488,0.587817192,0.193977416,0.350055397
+Madagascar,2013,3.815607071,7.334184647,0.672546744,55.81999969,0.479550391,-0.017822169,0.86770767,0.600077331,0.241230845,0.396854281
+Madagascar,2014,3.675626993,7.340021133,0.655214131,56.06000137,0.528805017,-0.022507528,0.79105562,0.641383529,0.192181751,0.509788871
+Madagascar,2015,3.592514038,7.343922138,0.646716535,56.29999924,0.544753611,-0.040151078,0.860953391,0.674233139,0.226243451,0.482404798
+Madagascar,2016,3.663085938,7.35619545,0.746496975,56.54999924,0.569645405,-0.068320878,0.864171147,0.669859111,0.204255417,0.490199178
+Madagascar,2017,4.078620434,7.367976665,0.626331985,56.79999924,0.570347905,-0.03264707,0.847260773,0.701161802,0.374838024,0.541916132
+Madagascar,2018,4.070586681,7.372725487,0.665512979,57.04999924,0.551473081,0.004180944,0.889145672,0.723371804,0.362013817,0.442305923
+Madagascar,2019,4.339087486,7.389328003,0.700610101,57.29999924,0.549535215,-0.010633468,0.719982684,0.698719621,0.303959668,0.660091162
+Malawi,2006,3.829868078,7.028087616,0.553878903,45.36000061,0.76714164,0.176116988,0.676439166,0.608673573,0.222251549,0.691727877
+Malawi,2007,4.89103651,7.091775894,0.600266993,46.41999817,0.909993827,0.178013057,0.691305459,0.691453099,0.175514221,0.763352692
+Malawi,2009,5.148239613,7.188122749,0.71845001,48.54000092,0.879161239,0.151711881,0.68892628,0.694449782,0.130396396,0.829375684
+Malawi,2011,3.946062565,7.244651318,0.612736762,50.65999985,0.733463824,0.07448867,0.852994204,0.619638383,0.268474787,0.419558853
+Malawi,2012,4.279269695,7.234746933,0.603725672,51.72000122,0.637362719,0.144998074,0.885784984,0.717376053,0.200462922,0.471810192
+Malawi,2013,4.035084248,7.257055283,0.563161552,52.77999878,0.751995265,0.054246295,0.856666088,0.699051321,0.247828677,0.641565204
+Malawi,2014,4.563080311,7.284459591,0.511616111,53.84000015,0.785766721,0.036844093,0.824017882,0.652700365,0.262713403,0.61981827
+Malawi,2015,3.86763835,7.284480572,0.494381636,54.90000153,0.801390707,0.033823881,0.834825397,0.602146029,0.259763956,0.568601787
+Malawi,2016,3.476492643,7.281920433,0.524299622,55.45000076,0.809884131,0.041615222,0.823615015,0.584088564,0.32473892,0.552534401
+Malawi,2017,3.416862965,7.294476986,0.555422723,56.0,0.847920775,0.000637933,0.734636605,0.591678917,0.312088341,0.620332539
+Malawi,2018,3.334633589,7.311039448,0.527843475,56.54999924,0.798915148,0.04760994,0.765963793,0.548135459,0.364894032,0.572984874
+Malawi,2019,3.869123697,7.337679863,0.548956096,57.09999847,0.764864206,-0.022271559,0.680247962,0.516828775,0.348162442,0.574215412
+Malawi,2021,3.635283232,7.316189289,0.557914317,58.20000076,0.757269025,-0.008707583,0.740276992,0.550894737,0.325555235,0.514003277
+Malaysia,2006,6.011716843,9.839084625,0.865899801,65.08000183,0.836765766,0.199483812,0.739797235,0.687222064,0.242824569,0.784567058
+Malaysia,2007,6.238904476,9.880576134,0.871497095,65.16000366,0.843627632,0.087710507,0.79905206,0.719230771,0.162261575,0.750705838
+Malaysia,2008,5.806781769,9.908649445,0.802811384,65.23999786,0.77956599,0.042640433,0.883765519,0.727531135,0.185744986,0.663472474
+Malaysia,2009,5.384701729,9.87524128,0.791666389,65.31999969,0.874319792,-0.010368506,0.858095229,0.740035117,0.163549751,0.818658829
+Malaysia,2010,5.580281734,9.929952621,0.839095771,65.40000153,0.769190669,0.030644318,0.843691051,0.752467334,0.191947669,0.733622134
+Malaysia,2011,5.786367416,9.965957642,0.770422995,65.48000336,0.840359092,-0.018023714,0.841504574,0.785432994,0.154874966,0.785984397
+Malaysia,2012,5.914283752,10.00478935,0.841218948,65.55999756,0.848071814,0.015306284,0.846618474,0.744375229,0.176881894,0.761775732
+Malaysia,2013,5.770199776,10.03696632,0.830900133,65.63999939,0.79131043,0.262273431,0.755383492,0.664112806,0.316551626,0.754481137
+Malaysia,2014,5.962921619,10.08189392,0.863067031,65.72000122,0.808384359,0.237458944,0.844815433,0.710559785,0.260893494,0.631384254
+Malaysia,2015,6.322121143,10.1181078,0.817616284,65.80000305,0.674594462,0.22039625,0.837892234,0.732742906,0.313732743,0.436821789
+Malaysia,2018,5.338817596,10.22475052,0.789408565,65.72499847,0.874548256,0.125218078,0.894131124,0.716042221,0.200366735,0.732398391
+Malaysia,2019,5.427954197,10.25489998,0.842498839,65.69999695,0.915778697,0.121085972,0.781943917,0.734578729,0.176071689,0.716807246
+Malaysia,2020,6.01419878,10.18383026,0.796895385,65.67500305,0.877859235,0.097786687,0.746997535,0.721455097,0.288135022,0.748145461
+Maldives,2018,5.197574615,9.841284752,0.913315058,69.77500153,0.854759276,0.021233957,,,,
+Mali,2006,4.014075756,7.592721939,0.761116147,49.93999863,0.555075645,-0.071362734,0.761045754,0.747596443,0.208562687,0.645458937
+Mali,2008,4.114664078,7.607024193,0.746600628,50.61999893,0.494840056,-0.01168521,0.917589664,0.717300117,0.16449067,0.316960841
+Mali,2009,3.976598501,7.621356964,0.732557058,50.95999908,0.633815944,0.008744554,0.819207728,0.728791058,0.149751499,0.479649901
+Mali,2010,3.762305021,7.641546249,0.750922263,51.29999924,0.749049723,-0.027528271,0.810591161,0.7642169,0.16166617,0.706663907
+Mali,2011,4.666832924,7.642725945,0.795505047,51.63999939,0.822847605,-0.10040015,0.726062477,0.751705825,0.13182123,0.707489848
+Mali,2012,4.313016891,7.604798317,0.823435068,51.97999954,0.704219282,-0.087891899,0.786719501,0.647199988,0.109447502,0.486437917
+Mali,2013,3.676277161,7.598479271,0.81969142,52.31999969,0.664711058,-0.052895203,0.754807353,0.716894388,0.192900717,0.604514003
+Mali,2014,3.974714279,7.637909412,0.843123436,52.65999985,0.651513875,-0.037028972,0.657930553,0.721907437,0.185634121,0.623277962
+Mali,2015,4.582098484,7.668437958,0.830189168,53.0,0.633753538,-0.067186587,0.800046742,0.695829928,0.243003011,0.572915018
+Mali,2016,4.016027927,7.695558071,0.836254537,53.40000153,0.696007371,-0.06955424,0.862326682,0.738429368,0.305299431,0.524199367
+Mali,2017,4.741850376,7.717261314,0.741359413,53.79999924,0.753213346,-0.069111928,0.862655163,0.664621234,0.392784148,0.504820108
+Mali,2018,4.415729523,7.73355341,0.691859066,54.20000076,0.737204552,-0.03361382,0.793091416,0.688584208,0.369648188,0.510795414
+Mali,2019,4.98799181,7.75005579,0.754558086,54.59999847,0.67040509,-0.03738777,0.846340001,0.645860672,0.357764512,0.4787485
+Mali,2020,4.269473553,7.707913876,0.567915261,55.0,0.645313561,-0.066762961,0.894637346,0.647650242,0.439628124,0.436267674
+Mali,2021,4.11309576,7.717709541,0.573393524,55.40000153,0.672789276,-0.002413505,0.90156728,0.639572978,0.438466877,0.499018282
+Malta,2009,6.32763958,10.35121059,0.91577214,70.22000122,0.803179801,0.460040301,,0.625680208,0.357874334,0.439478427
+Malta,2010,5.77387476,10.4002533,0.9083215,70.40000153,0.802044392,0.281818688,,0.62371099,0.375302672,0.41225192
+Malta,2011,6.154718399,10.40067577,0.922639728,70.58000183,0.881921828,0.291502088,,0.637833834,0.339702874,0.492513239
+Malta,2012,5.962872028,10.43203545,0.921752036,70.76000214,0.860689878,0.346900225,,0.638694704,0.390503973,0.498758078
+Malta,2013,6.379924774,10.47128296,0.942231417,70.94000244,0.909436285,0.404254526,,0.629010856,0.369558126,0.661522508
+Malta,2014,6.45211792,10.52487755,0.941215873,71.12000275,0.903936625,0.398927301,0.669645309,0.605655909,0.352065593,0.721220315
+Malta,2015,6.61339426,10.59275532,0.918764889,71.30000305,0.91217804,0.342719376,0.663886309,0.640534222,0.35504058,0.734930515
+Malta,2016,6.590842247,10.60996342,0.930369377,71.34999847,0.916023612,0.342253804,0.696494639,0.644831896,0.355443776,0.618818283
+Malta,2017,6.675665855,10.66064262,0.937331796,71.40000153,0.923642933,0.248537377,0.690494537,0.665943563,0.302443117,0.75200516
+Malta,2018,6.909710884,10.67621899,0.931541502,71.44999695,0.927340686,0.175904512,0.595199883,0.666130424,0.295698792,0.757713675
+Malta,2019,6.73297739,10.69082165,0.921578526,71.5,0.923966825,0.083724603,0.689410567,0.641677618,0.356243938,0.704372525
+Malta,2020,6.156822681,10.5769968,0.937920272,71.55000305,0.930600464,0.00153407,0.67462635,0.576041937,0.410913229,0.814707041
+Malta,2021,6.443715096,,0.897113085,71.59999847,0.889073849,,0.752515912,0.635253549,0.375325114,0.662024558
+Mauritania,2007,4.149043083,8.512907982,0.681909025,56.5,0.572888374,-0.070857733,0.586450517,0.732085705,0.174228683,0.518081248
+Mauritania,2008,4.248075008,8.480745316,0.670252621,56.79999924,0.593264878,-0.016934002,0.840947509,0.747175515,0.176086441,0.432421237
+Mauritania,2009,4.500431538,8.452671051,0.819333792,57.09999847,0.735071182,0.040320076,0.848293781,0.717251658,0.169828594,0.37321496
+Mauritania,2010,4.772306919,8.449266434,0.856507838,57.40000153,0.66893059,0.056135543,0.72736448,0.73715651,0.128675625,0.493744522
+Mauritania,2011,4.784804344,8.460693359,0.750276566,57.70000076,0.566920221,0.052993953,0.746937871,0.729369521,0.174862579,0.42903164
+Mauritania,2012,4.673203945,8.474878311,0.763332725,58.0,0.487372756,-0.020163706,0.707005799,0.74946624,0.163681492,0.383974999
+Mauritania,2013,4.199015141,8.486056328,0.741155803,58.29999924,0.60280025,-0.077608734,0.675553739,0.742709339,0.195690349,0.454325795
+Mauritania,2014,4.482805252,8.498643875,0.852777958,58.59999847,0.468318135,-0.053104226,0.589483082,0.743177891,0.163452432,0.349493027
+Mauritania,2015,3.922664165,8.522074699,0.874945939,58.90000153,0.447086573,0.056492984,0.715358436,0.797596335,0.193899721,0.293832392
+Mauritania,2016,4.472149372,8.506045341,0.784826875,59.125,0.466561466,-0.173822388,0.841835141,0.710193098,0.221666142,0.208929226
+Mauritania,2017,4.678159714,8.53867054,0.77922523,59.34999847,0.527446806,-0.153866917,0.777314067,0.630861044,0.272321939,0.292109728
+Mauritania,2018,4.313615322,8.555142403,0.801595509,59.57500076,0.466888547,-0.114208922,0.710529268,0.665246367,0.275557995,0.258394152
+Mauritania,2019,4.152619362,8.583729744,0.798101962,59.79999924,0.627505183,-0.104339272,0.742890298,0.686362624,0.259738505,0.311262429
+Mauritius,2011,5.477073193,9.767368317,0.80027318,63.52000046,0.848193765,0.189825937,0.846761405,0.653383791,0.252504826,0.665332794
+Mauritius,2014,5.647779942,9.864758492,0.784822047,63.88000107,0.824230313,0.174593061,0.879405558,0.740984321,0.222399607,0.56246227
+Mauritius,2016,5.610003471,9.935321808,0.836032152,63.97499847,0.819175661,0.137704194,0.890661359,0.705523014,0.245711893,0.565379262
+Mauritius,2017,6.174117565,9.971852303,0.910142243,63.95000076,0.912307501,0.084961914,0.818179905,0.682493925,0.168721184,0.614670753
+Mauritius,2018,5.88174057,10.008214,0.90884155,63.92499924,0.866928101,-0.074919455,0.78524971,0.71039331,0.157993257,0.619251132
+Mauritius,2019,6.241165161,10.03757095,0.913134277,63.90000153,0.893157899,-0.054250784,0.81020081,0.734807193,0.149362728,0.634860456
+Mauritius,2020,6.015300274,9.876267433,0.892565966,63.875,0.842598081,-0.031563438,0.771790087,0.699538052,0.138401791,0.543944299
+Mauritius,2021,5.949120045,9.925987244,0.886509895,63.84999847,0.802364588,-0.007317984,0.783532083,0.665566385,0.135523796,0.527145624
+Mexico,2005,6.580657959,9.786312103,0.902807653,64.40000153,0.813745499,,0.764249027,0.763287425,0.218942866,0.426359206
+Mexico,2007,6.525378227,9.823514938,0.878805637,64.68000031,0.670430362,-0.096183963,0.746681035,0.753813922,0.248497769,0.41814661
+Mexico,2008,6.829036236,9.819932938,0.876327813,64.81999969,0.6774773,-0.12914446,0.784897923,0.774335682,0.201175302,0.413553208
+Mexico,2009,6.962819099,9.750859261,0.868220747,64.95999908,0.682463408,-0.077390425,0.764225543,0.763129532,0.19607076,0.446137846
+Mexico,2010,6.802388668,9.786392212,0.876389682,65.09999847,0.778120756,-0.049904257,0.692891896,0.745259702,0.215494677,0.37198627
+Mexico,2011,6.909515381,9.808419228,0.824064076,65.23999786,0.831368089,-0.100942686,0.697580218,0.700016022,0.227555886,0.383446395
+Mexico,2012,7.320185184,9.8306427,0.767279446,65.37999725,0.787768304,-0.094449662,0.633281112,0.721975505,0.278110534,0.3614088
+Mexico,2013,7.442546368,9.830936432,0.759138405,65.51999664,0.738716662,-0.166309223,0.614747047,0.749586701,0.22294873,0.395571351
+Mexico,2014,6.679831028,9.846259117,0.781964958,65.66000366,0.779132903,-0.095896639,0.629851162,0.759792626,0.22873041,0.327582031
+Mexico,2015,6.236287117,9.866248131,0.760614276,65.80000305,0.719465971,-0.153377384,0.707971931,0.706144869,0.237188041,0.256193161
+Mexico,2016,6.824172974,9.880181313,0.893492579,65.80000305,0.751613081,-0.154542342,0.808579445,0.80195868,0.219571486,0.277944058
+Mexico,2017,6.410299301,9.889452934,0.799839377,65.80000305,0.861405134,-0.203024551,0.800893068,0.775285363,0.230990887,0.25695315
+Mexico,2018,6.549578667,9.89990139,0.858068883,65.80000305,0.816200495,-0.180660099,0.808638096,0.815285325,0.213254362,0.294568479
+Mexico,2019,6.431945324,9.887219429,0.851685822,65.80000305,0.903384447,-0.142359331,0.808537602,0.802921176,0.251983017,0.495231152
+Mexico,2020,5.964221001,9.789891243,0.778816223,65.80000305,0.873346984,-0.1215633,0.778165877,0.744693696,0.29155612,0.459497869
+Mexico,2021,5.99075079,9.837133408,0.778605103,65.80000305,0.837159336,-0.03136697,0.745186806,0.750247896,0.30510965,0.483326107
+Moldova,2006,5.102071285,8.935840607,0.812182605,59.47999954,0.554478109,-0.165080816,0.926055431,0.553242445,0.254923016,0.406982303
+Moldova,2007,4.774918079,8.967717171,0.804191709,59.86000061,0.696194947,-0.186415538,0.929560363,0.518586636,0.305511504,0.304118574
+Moldova,2008,5.502756119,9.044728279,0.871552587,60.24000168,0.640617132,-0.056532498,0.925663769,0.565447807,0.283589244,0.208650127
+Moldova,2009,5.554374218,8.984114647,0.855883062,60.61999893,0.550858617,-0.099540114,0.925061643,0.538923979,0.306487501,0.235415936
+Moldova,2010,5.589736462,9.053706169,0.847094715,61.0,0.598484814,-0.089281224,0.929309428,0.564043164,0.277520359,0.270747125
+Moldova,2011,5.792262554,9.110836983,0.869413555,61.38000107,0.62802279,-0.082669236,0.956644356,0.553495347,0.284829497,0.238943219
+Moldova,2012,5.995712757,9.105052948,0.826219797,61.75999832,0.602418542,-0.050523143,0.955484569,0.563796163,0.313725889,0.21462217
+Moldova,2013,5.75605917,9.191901207,0.802882969,62.13999939,0.657734275,-0.06980139,0.940632403,0.547656298,0.260602951,0.1450174
+Moldova,2014,5.917058468,9.241296768,0.804968834,62.52000046,0.623186231,-0.114262417,0.924806714,0.546722054,0.259689748,0.177369043
+Moldova,2015,6.017472267,9.245787621,0.8399055,62.90000153,0.595241427,-0.09088096,0.943118811,0.555981815,0.281455815,0.174305618
+Moldova,2016,5.577784061,9.300414085,0.83732146,63.29999924,0.557369471,-0.048615649,0.969482958,0.58627373,0.274551123,0.084061243
+Moldova,2017,5.325530529,9.363174438,0.83076793,63.70000076,0.552825212,-0.054164603,0.926333785,0.562596619,0.259477794,0.132729635
+Moldova,2018,5.682277203,9.422474861,0.89207989,64.09999847,0.823824346,-0.085678861,0.928719878,0.584049761,0.27007246,0.237631857
+Moldova,2019,5.803450584,9.474741936,0.809167087,64.5,0.783664584,-0.093693949,0.883822501,0.599834442,0.261620939,0.307176173
+Moldova,2020,5.811628819,9.419335365,0.874061763,64.90000153,0.859083235,-0.056501709,0.941438973,0.698010981,0.267836064,0.181308538
+Moldova,2021,5.959048748,9.500629425,0.879554033,65.30000305,0.832602262,-0.090259023,0.875060678,0.630283237,0.270110786,0.363787621
+Mongolia,2007,4.609059334,8.832015038,0.881054759,56.54000092,0.781332672,0.062972046,0.917813003,0.483198076,0.203044012,0.375002027
+Mongolia,2008,4.493010044,8.902704239,0.920115948,56.95999908,0.484081417,0.067068629,0.961714268,0.51379323,0.173452139,0.394320458
+Mongolia,2010,4.585523605,8.918754578,0.904177845,57.79999924,0.630966604,0.09857402,0.927568316,0.559408605,0.150025174,0.313886613
+Mongolia,2011,5.031173706,9.059860229,0.947885275,58.22000122,0.700345695,0.150115192,0.931158841,0.560553193,0.153232589,0.285957992
+Mongolia,2012,4.885150433,9.156615257,0.918516099,58.63999939,0.688311696,0.105657689,0.932385981,0.524273217,0.181066349,0.310268313
+Mongolia,2013,4.912928104,9.246796608,0.934741557,59.06000137,0.748014033,0.135116577,0.927854478,0.548637271,0.178902224,0.365311831
+Mongolia,2014,4.824834824,9.302656174,0.943436682,59.47999954,0.752354145,0.145102441,0.908596814,0.511573672,0.170421317,0.337257385
+Mongolia,2015,4.982719898,9.30653286,0.905524373,59.90000153,0.685510755,0.172015175,0.900218189,0.532772839,0.207652658,0.226754889
+Mongolia,2016,5.056999683,9.302186966,0.947489381,60.0,0.759740949,0.088440813,0.900452137,0.554553747,0.171171755,0.349382877
+Mongolia,2017,5.333850384,9.33840847,0.924250782,60.09999847,0.674627423,0.117114775,0.864952207,0.55165416,0.213599518,0.275058359
+Mongolia,2018,5.464622974,9.39504528,0.941514134,60.20000076,0.695546806,0.052013572,0.848502219,0.524843872,0.191890299,0.270371318
+Mongolia,2019,5.562905312,9.432369232,0.945758104,60.29999924,0.71067518,0.146608993,0.873166919,0.562204599,0.166921392,0.214430362
+Mongolia,2020,6.011364937,9.369382858,0.917789161,60.40000153,0.718491018,0.141996533,0.842827678,0.574730396,0.259983033,0.328301549
+Mongolia,2021,5.72103405,9.387740135,0.92711699,60.5,0.666846633,0.217352957,0.850720286,0.560003579,0.202482358,0.257001966
+Montenegro,2007,5.196315289,9.695746422,0.831840634,65.95999908,0.512067258,-0.135316744,0.814567804,0.536068201,0.339850873,0.497209966
+Montenegro,2009,4.8010602,9.70186615,0.81598419,66.12000275,0.55636555,-0.103035189,0.838485658,0.533456802,0.422739923,
+Montenegro,2010,5.455030441,9.727009773,0.804549336,66.19999695,0.552103698,-0.208038434,0.757207215,0.510351896,0.410302103,
+Montenegro,2011,5.223116875,9.757734299,0.817631543,66.27999878,0.546081364,-0.227756679,0.762383521,0.509750843,0.378120005,
+Montenegro,2012,5.218724251,9.729276657,0.704032779,66.36000061,0.46170637,-0.194115087,0.755059719,0.467812985,0.379281342,0.355399817
+Montenegro,2013,5.074341774,9.763175011,0.735565186,66.44000244,0.502264977,-0.177637771,0.69337213,0.493074238,0.331081718,0.392235279
+Montenegro,2014,5.282720566,9.779885292,0.862930357,66.51999664,0.50266552,0.094777681,0.768465519,0.544968426,0.367646754,0.402112842
+Montenegro,2015,5.124921322,9.812665939,0.73963052,66.59999847,0.583317339,-0.145834446,0.781232595,0.534339011,0.337239444,0.399765968
+Montenegro,2016,5.304066181,9.841500282,0.865743697,66.69999695,0.568633676,-0.08928968,0.848966599,0.547315359,0.336675465,0.325959235
+Montenegro,2017,5.614798546,9.88747406,0.881199837,66.80000305,0.625906289,-0.08481022,0.755680025,0.493103802,0.349785089,0.351549894
+Montenegro,2018,5.650189877,9.937240601,0.855979621,66.90000153,0.626431286,-0.052990995,0.768922508,0.527320683,0.354935259,0.398499161
+Montenegro,2019,5.386024952,9.977386475,0.831624925,67.0,0.694162488,-0.107130788,0.81999737,0.546632111,0.365958124,0.405451059
+Montenegro,2020,5.722162724,9.812411308,0.887129486,67.09999847,0.801855087,0.065326646,0.844687104,0.560456812,0.411377817,0.473739833
+Morocco,2010,4.383247375,8.745358467,,62.5,0.662900388,-0.16296114,0.900453091,,,
+Morocco,2011,5.084972858,8.782993317,0.833385289,62.65999985,0.578930736,-0.218766391,0.875224829,0.687321603,0.18714875,
+Morocco,2012,4.969656467,8.798675537,0.67582494,62.81999969,0.756784618,-0.18736288,0.844934762,0.640916228,0.28133598,0.525867641
+Morocco,2013,5.142160416,8.828820229,0.597165704,62.97999954,0.571629941,-0.211089477,0.771112204,0.707146108,0.239409268,0.383581281
+Morocco,2015,5.163156986,8.871599197,0.605917633,63.29999924,0.712933421,-0.228425473,0.841856956,0.596332312,0.261803716,
+Morocco,2016,5.38630724,8.868728638,0.655409336,63.40000153,0.816556096,-0.238207668,0.717356145,0.658135533,0.205413148,
+Morocco,2017,5.312482834,8.897279739,0.641193092,63.5,0.814258039,-0.216612667,0.840502441,0.50060904,0.322715908,
+Morocco,2018,4.896791935,8.915557861,0.553759754,63.59999847,0.773180425,-0.235266566,0.843172729,0.574673593,0.415981561,
+Morocco,2019,5.056751728,8.927643776,0.534804046,63.70000076,0.756747842,-0.245344505,0.756867409,0.534888625,0.409911573,
+Morocco,2020,4.80261755,8.841643333,0.552520096,63.79999924,0.818995237,-0.227222294,0.802740276,0.548124075,0.256431192,
+Morocco,2021,5.326248646,8.88179493,0.504563928,63.90000153,0.761806488,-0.19156757,0.817366838,0.554495931,0.340848327,
+Mozambique,2006,4.594879627,6.775270939,0.878794909,44.81999969,0.684149206,0.042268462,0.757999182,0.602492452,0.326822996,0.556749046
+Mozambique,2007,4.832634926,6.821974277,0.747681141,45.24000168,0.643061817,0.074958794,0.854016304,0.626931012,0.240263566,0.591795087
+Mozambique,2008,4.65358305,6.865143776,0.755582809,45.65999985,0.514437497,0.006861547,0.864334643,0.611057937,0.27954641,0.541268408
+Mozambique,2011,4.971111774,6.978659153,0.817624569,46.91999817,0.639206827,-0.023187641,0.718758941,0.565073431,0.243416056,0.629928231
+Mozambique,2015,4.549767494,7.140938759,0.665858209,48.59999847,0.813229263,0.089588478,0.631573498,0.560135126,0.339584351,0.706727743
+Mozambique,2017,4.279863358,7.157470703,0.678463697,49.5,0.822670519,-0.029119,0.682108939,0.6419999,0.353176504,0.759234369
+Mozambique,2018,4.653713703,7.162192822,0.738480449,49.95000076,0.896621585,0.049394544,0.691220403,0.62029469,0.397278726,0.832037926
+Mozambique,2019,4.932132721,7.156004906,0.742303729,50.40000153,0.869810224,0.073518127,0.681900442,0.587998033,0.384122759,0.794083238
+Mozambique,2021,5.178486824,7.108412266,0.664022684,51.29999924,0.838100493,0.048486661,0.62746644,0.575794935,0.383462697,0.731971681
+Myanmar,2012,4.438939571,8.043343544,0.612249672,58.15999985,0.691094279,0.653173029,0.694738686,0.573841095,0.205414414,
+Myanmar,2013,4.175670624,8.110868454,0.75672549,58.63999939,0.775447607,0.697800577,0.637765765,0.675413072,0.217310622,
+Myanmar,2014,4.786247253,8.18144989,0.774267435,59.11999893,0.870296836,0.706377327,0.591632962,0.713258445,0.111978769,0.88881582
+Myanmar,2015,4.223846436,8.206076622,0.752064288,59.59999847,0.80797106,0.69833833,0.633305192,0.729088902,0.271750778,0.777451694
+Myanmar,2016,4.623119831,8.299098015,0.793461978,59.92499924,0.877491176,0.686976135,0.607286572,0.671309054,0.301501393,0.924319088
+Myanmar,2017,4.154341698,8.348667145,0.795183837,60.25,0.886011839,0.657953024,0.618821502,0.616757214,0.282285541,0.82417655
+Myanmar,2018,4.410633087,8.40466404,0.773825943,60.57500076,0.906110823,0.49847734,0.646725893,0.640497804,0.300140351,0.878752649
+Myanmar,2019,4.43423748,8.463731766,0.762994885,60.90000153,0.899064302,0.566575408,0.681795835,0.638367534,0.285576224,0.850427508
+Myanmar,2020,4.431364059,8.488256454,0.795763254,61.22499847,0.824870706,0.474541783,0.646702111,0.699925065,0.289218217,0.850617349
+Myanmar,2021,4.314039707,8.281549454,0.779576421,61.54999924,0.631394386,0.514833272,0.671063483,0.636049151,0.267805815,0.305712879
+Namibia,2007,4.885587215,9.075175285,0.827623546,51.88000107,0.78104049,-0.102717608,0.839217842,0.769055605,0.159755886,0.819616973
+Namibia,2014,4.573991299,9.250840187,0.762783587,54.25999832,0.849354982,-0.185814485,0.790228367,0.722673059,0.238961443,0.779543757
+Namibia,2017,4.441306114,9.227336884,0.82833904,55.34999847,0.810401857,-0.191992939,0.831302881,0.697479606,0.277252167,0.745853603
+Namibia,2018,4.834087849,9.2190485,0.864214778,55.72499847,0.75390476,-0.171035409,0.845942497,0.696077943,0.240249082,0.62446779
+Namibia,2019,4.435811043,9.191423416,0.844592154,56.09999847,0.739034534,-0.176036522,0.879070699,0.643716514,0.256160736,0.559563875
+Namibia,2020,4.451010227,9.084163666,0.740570307,56.47499847,0.665681958,-0.1034161,0.810354829,0.652413011,0.247542083,0.587262332
+Namibia,2021,4.491207123,9.077544212,0.80780077,56.84999847,0.658505261,-0.144600421,0.828966737,0.643536866,0.230259106,0.529419482
+Nepal,2006,4.566594601,7.753763199,0.873681068,59.65999985,0.689295828,,0.897136629,0.582539678,0.170838207,0.427687317
+Nepal,2007,4.74828434,7.775263786,0.786707699,59.72000122,0.413320839,0.307009161,0.890811265,0.501775265,0.152297929,0.323672026
+Nepal,2008,4.440526485,7.823812008,0.81765765,59.77999878,0.617604792,0.280979007,0.900028765,0.589481413,0.153098494,0.681050479
+Nepal,2009,4.91686821,7.860043049,0.813067853,59.84000015,0.616153777,0.033983059,0.949701965,0.484039843,0.215433761,0.415181667
+Nepal,2010,4.349675179,7.902270794,0.779038072,59.90000153,0.519062638,0.081981964,0.910801888,0.538355172,0.225972995,0.45481205
+Nepal,2011,3.809444666,7.934880257,0.740979373,59.95999908,0.524797678,-0.01938219,0.934563756,0.530136704,0.207358956,0.328487307
+Nepal,2012,4.233244896,7.980235577,0.733602345,60.02000046,0.637778401,0.060780957,0.88349402,0.53831917,0.231070802,0.439799935
+Nepal,2013,4.604576588,8.017564774,0.740098953,60.08000183,0.72226578,0.141458467,0.877340496,0.495773941,0.279263556,0.453570306
+Nepal,2014,4.975014687,8.076343536,0.785883367,60.13999939,0.711877644,0.111507215,0.840685844,0.492254227,0.287447155,0.588195622
+Nepal,2015,4.812436581,8.111289978,0.74761188,60.20000076,0.763447225,0.217740253,0.823508382,0.444045782,0.358234376,0.469293684
+Nepal,2016,5.099539757,8.106458664,0.837043643,60.47499847,0.839488447,0.158769697,0.81711489,0.523476124,0.369661748,0.490016222
+Nepal,2017,4.736692429,8.178975105,0.816383302,60.75,0.84514761,0.123489529,0.770177126,0.462730408,0.375977933,0.559578538
+Nepal,2018,4.910086632,8.235815048,0.768335521,61.02500153,0.770093679,0.11138434,0.741752803,0.457212508,0.386792421,0.648398161
+Nepal,2019,5.448724747,8.282169342,0.772273064,61.29999924,0.790347695,0.156366482,0.711842477,0.443902969,0.357100308,0.631985188
+Nepal,2020,5.982410431,8.24277401,0.787215233,61.57500076,0.771715939,0.138915062,0.811892331,0.479671746,0.336939007,0.468227863
+Nepal,2021,4.622300148,8.242314339,0.698646426,61.84999847,0.817544639,0.149796292,0.769947886,0.414381087,0.35387665,0.617541671
+Netherlands,2005,7.463979244,10.80906963,0.947357953,70.69999695,0.901007771,,0.57134223,0.700739443,0.232794717,0.429006547
+Netherlands,2007,7.451879501,10.87634659,0.943854094,70.77999878,0.896018088,0.3420389,0.445436567,0.718050301,0.213335603,0.661945999
+Netherlands,2008,7.631011963,10.89392567,0.944202244,70.81999969,0.883287251,0.362875491,0.418940485,0.67915082,0.181690425,0.617428839
+Netherlands,2010,7.501875877,10.85963345,0.956536889,70.90000153,0.921448231,0.347053498,0.398591846,0.745190442,0.206079304,0.636186302
+Netherlands,2011,7.563797951,10.87036133,0.938396096,70.94000244,0.92543155,0.333365887,0.359395891,0.770457447,0.181386188,0.603366792
+Netherlands,2012,7.470715523,10.85630417,0.938884676,70.98000336,0.877118647,0.285830498,0.433753788,0.752868414,0.226289868,0.574513912
+Netherlands,2013,7.406550407,10.85205364,0.924705446,71.01999664,0.918995857,0.302244455,0.504529953,0.764698267,0.23544322,0.542986929
+Netherlands,2014,7.32118845,10.86258888,0.908995748,71.05999756,0.910179615,0.32901597,0.45694837,0.775612891,0.220656529,0.525242269
+Netherlands,2015,7.324437141,10.87755871,0.879010439,71.09999847,0.903978765,0.259138048,0.41182211,0.742387831,0.202128634,0.579621017
+Netherlands,2016,7.540877342,10.89391708,0.925944209,71.17500305,0.907310009,0.236339986,0.43330425,0.73700738,0.214850739,0.572273314
+Netherlands,2017,7.458965302,10.91669846,0.936501324,71.25,0.920319736,0.248094365,0.363133639,0.729161143,0.184519842,0.669553638
+Netherlands,2018,7.463097095,10.93419456,0.939443171,71.32499695,0.919985175,0.159291357,0.370557785,0.747976542,0.204794183,0.656541049
+Netherlands,2019,7.42526865,10.94701099,0.941477478,71.40000153,0.88559252,0.210272476,0.360068113,0.728164434,0.230502278,0.616572261
+Netherlands,2020,7.504447937,10.90274906,0.943956137,71.47499847,0.934522629,0.148469806,0.280604511,0.690658092,0.246511325,0.780745983
+Netherlands,2021,7.314151287,10.93984699,0.918759406,71.55000305,0.85629344,0.269323587,0.396572888,0.714353323,0.201159164,0.584738791
+New Zealand,2006,7.305014133,10.54277897,0.946047485,69.72000122,0.932080269,0.3079409,0.224220231,0.824703038,0.218773201,0.626480997
+New Zealand,2007,7.604173183,10.56328106,0.966532767,69.73999786,0.878218889,0.275128424,0.294616222,0.80339241,0.237997055,0.586442232
+New Zealand,2008,7.38117075,10.54358101,0.944274664,69.76000214,0.893072486,0.294254243,0.333750874,0.784192085,0.23188065,0.464786351
+New Zealand,2010,7.223756313,10.53627777,0.975642204,69.80000305,0.917752504,0.250910997,0.32074818,0.782820702,0.234758481,0.639135182
+New Zealand,2011,7.190638065,10.55096912,0.953649879,69.81999969,0.934768736,0.280927032,0.269330204,0.78369844,0.210149646,0.635153055
+New Zealand,2012,7.249629974,10.56764698,0.930028617,69.83999634,0.901853085,0.283923149,0.289297938,0.785510421,0.20687817,0.61469996
+New Zealand,2013,7.280151844,10.58656406,0.958153486,69.86000061,0.944000423,0.233521342,0.312235802,0.777919173,0.151396915,0.543508649
+New Zealand,2014,7.305892467,10.60738277,0.942380846,69.87999725,0.931882441,0.344434738,0.272608608,0.807100952,0.199018866,0.629681349
+New Zealand,2015,7.418120861,10.62342548,0.98734349,69.90000153,0.941784263,0.325947881,0.185888708,0.7945081,0.159829989,0.620907664
+New Zealand,2016,7.225687981,10.63758755,0.93660289,69.97499847,0.926576018,0.262195677,0.278270781,0.776531398,0.207413629,0.569690168
+New Zealand,2017,7.32718277,10.65219498,0.95492065,70.05000305,0.942279458,0.290355921,0.221887484,0.762818158,0.171716571,0.609015465
+New Zealand,2018,7.370285988,10.66583729,0.953862727,70.125,0.94930017,0.116996057,0.206580222,0.785058856,0.16795145,0.64246124
+New Zealand,2019,7.205174446,10.6661129,0.938821197,70.19999695,0.912042379,0.154316828,0.233831227,0.765042603,0.19117637,0.67520082
+New Zealand,2020,7.257381916,10.66370201,0.951990783,70.27500153,0.918154597,0.118302144,0.282767951,0.795894742,0.208541051,0.628641069
+New Zealand,2021,7.13670063,10.68897343,0.949832201,70.34999847,0.910249829,0.219341666,0.252423555,0.747143626,0.206175357,0.634897828
+Nicaragua,2006,4.460158348,8.398153305,0.877170146,64.30000305,0.745456338,0.009348364,0.844391346,0.780207157,0.294415772,0.216072738
+Nicaragua,2007,4.944090843,8.43392849,0.866213024,64.40000153,0.835559726,0.140040219,0.825798512,0.786737442,0.287482113,0.407228738
+Nicaragua,2008,5.103827477,8.453953743,0.857186258,64.5,0.790831089,0.075145036,0.818949223,0.770376146,0.289344728,0.336719424
+Nicaragua,2009,5.352804661,8.406784058,0.834688067,64.59999847,0.746065021,0.069943935,0.794486761,0.739845395,0.299064666,0.372536182
+Nicaragua,2010,5.68669939,8.436369896,0.86315155,64.69999695,0.791773319,0.017902365,0.801728904,0.749126315,0.268023372,0.403349727
+Nicaragua,2011,5.385705471,8.484152794,0.800305128,64.80000305,0.778591037,-0.0199768,0.760242522,0.747022092,0.309018821,0.539968431
+Nicaragua,2012,5.448006153,8.533713341,0.894054413,64.90000153,0.850304902,0.016722474,0.643578768,0.761726439,0.254660487,0.573395669
+Nicaragua,2013,5.772274971,8.568533897,0.868216038,65.0,0.859149039,0.038711965,0.636246741,0.799891829,0.270609558,0.609894693
+Nicaragua,2014,6.275266647,8.602128983,0.838567436,65.09999847,0.817320645,0.10352505,0.698808014,0.78232944,0.333935738,0.584542394
+Nicaragua,2015,5.924112797,8.635917664,0.826908529,65.19999695,0.809259176,0.07663288,0.727998376,0.771062553,0.345594645,0.603455484
+Nicaragua,2016,6.012739658,8.667646408,0.852702439,65.27500153,0.716534257,0.038836882,0.731464922,0.786971927,0.380347282,0.586549759
+Nicaragua,2017,6.476356506,8.700183868,0.83804369,65.34999847,0.922162771,0.009570536,0.672963321,0.793321192,0.308447897,0.590425193
+Nicaragua,2018,5.81895256,8.653413773,0.854276538,65.42500305,0.797056854,0.008089165,0.712824762,0.742867589,0.408349842,0.343466878
+Nicaragua,2019,6.112545013,8.603676796,0.873863935,65.5,0.882678449,0.028150577,0.62198174,0.790255427,0.337012976,0.514429927
+Nicaragua,2020,6.28689003,8.571700096,0.855702758,65.57499695,0.817625225,0.040930137,0.631003439,0.775327206,0.315903068,0.50515604
+Nicaragua,2021,6.095348835,8.61372757,0.848263025,65.65000153,0.904980481,0.026981786,0.674668729,0.798928738,0.292643428,0.589501441
+Niger,2006,3.736951828,6.888016224,0.677165508,50.13999939,0.750336349,0.077427529,0.754975379,0.745853782,0.179303586,0.600507081
+Niger,2007,4.277402401,6.881393909,0.725712836,50.58000183,0.584067166,-0.054839496,0.747563601,0.722617865,0.158482313,0.470700443
+Niger,2008,4.235657215,6.918079853,0.60663867,51.02000046,0.648728073,-0.053767972,0.748752594,0.689175248,0.19388248,0.495378584
+Niger,2009,4.267169952,6.899418831,0.771265149,51.45999908,0.880042136,-0.00760808,0.483152986,0.714190245,0.115248479,0.584044814
+Niger,2010,4.101016045,6.943277359,0.654964983,51.90000153,0.817219734,-0.02218822,0.528980315,0.71503073,0.125837803,0.779490769
+Niger,2011,4.555829525,6.927817345,0.817660689,52.34000015,0.779515266,-0.054488208,0.549093366,0.709998012,0.166154444,0.7923069
+Niger,2012,3.798088312,6.989118099,0.700107574,52.77999878,0.734430909,-0.062656403,0.777340889,0.582121611,0.141553044,0.534528375
+Niger,2013,3.716329813,7.001832008,0.695813596,53.22000122,0.825387061,-0.076423906,0.710963428,0.639400542,0.208130196,0.641753078
+Niger,2014,4.180943489,7.027142048,0.752533853,53.65999985,0.687634289,-0.045390144,0.60472846,0.628695428,0.20466128,0.579107881
+Niger,2015,3.671453714,7.03131628,0.713019609,54.09999847,0.728128314,-0.031235063,0.702549696,0.664707303,0.218422577,0.576022983
+Niger,2016,4.234645844,7.048539639,0.682828248,54.45000076,0.701927304,-0.014887553,0.814493895,0.646426618,0.325441957,0.572467506
+Niger,2017,4.615673542,7.058952808,0.582109571,54.79999924,0.68355757,-0.029409431,0.777660012,0.698577642,0.426522374,0.601117253
+Niger,2018,5.164007187,7.09041214,0.612025678,55.15000153,0.790665627,0.009566282,0.637166798,0.758703887,0.502554536,0.747923851
+Niger,2019,5.003544331,7.1101861,0.67695874,55.5,0.83136189,0.026540544,0.728855133,0.79381007,0.304438263,0.730674267
+Nigeria,2006,4.709745884,8.326129913,0.73517859,50.22000122,0.649139762,0.084603734,0.870748997,0.771529913,0.17823717,0.245243251
+Nigeria,2007,4.890419483,8.363638878,0.717703819,50.54000092,0.635073245,0.136108398,0.918391883,0.81472975,0.14140293,0.389237761
+Nigeria,2008,4.938560486,8.40259552,0.779640496,50.86000061,0.584221542,0.118711144,0.891890109,0.755055308,0.244094297,0.455402017
+Nigeria,2009,4.980220318,8.453269005,0.72208178,51.18000031,0.53672111,0.067127958,0.913195729,0.730262756,0.225123048,0.232548922
+Nigeria,2010,4.760275841,8.503567696,0.823823035,51.5,0.565351069,0.066187419,0.910719037,0.758521974,0.19034341,0.288010925
+Nigeria,2012,5.492954254,8.543128014,0.817579567,52.13999939,0.651688874,0.065867022,0.900431395,0.781706154,0.209099486,0.303561687
+Nigeria,2013,4.81786871,8.580942154,0.662943304,52.45999908,0.621587694,0.050061274,0.905309319,0.651861787,0.286345929,0.303507507
+Nigeria,2015,4.932914734,8.615185738,0.811647654,53.09999847,0.680470288,-0.03587978,0.926109254,0.714879394,0.25118956,0.41035831
+Nigeria,2016,5.219567776,8.572607994,0.804766953,53.42499924,0.797690511,0.042611111,0.904706836,0.745246053,0.2518363,0.414326072
+Nigeria,2017,5.321928024,8.5545578,0.733468533,53.75,0.825905561,0.123873875,0.834891975,0.682211101,0.235968769,0.558790743
+Nigeria,2018,5.252288342,8.547737122,0.740854204,54.07500076,0.789881051,-0.010612354,0.865602672,0.761656404,0.256469876,0.45174095
+Nigeria,2019,4.266484261,8.543931961,0.734995186,54.40000153,0.746269286,0.022977227,0.873035729,0.698242903,0.229003847,0.399433285
+Nigeria,2020,5.502948284,8.500396729,0.739289463,54.72499847,0.713061512,0.097834267,0.912774444,0.737175941,0.315886825,0.309500486
+Nigeria,2021,4.47926569,8.49864006,0.741560102,55.04999924,0.725732863,0.052173574,0.911945105,0.666297317,0.188105255,0.252334535
+North Cyprus,2012,5.463305473,,0.871150076,,0.692567647,,0.854729652,0.548641324,0.405434668,0.414000452
+North Cyprus,2013,5.566802502,,0.869274199,,0.775383294,,0.715356171,0.506440818,0.442972362,0.401787579
+North Cyprus,2014,5.785978794,,0.801801682,,0.829677284,,0.692221284,0.570315719,0.311335862,0.412389994
+North Cyprus,2015,5.842550278,,0.79138273,,0.785352826,,0.659180284,0.566849291,0.318930179,0.439620912
+North Cyprus,2016,5.827127934,,0.807690263,,0.796233833,,0.670191407,0.531509042,0.346465379,0.440594882
+North Cyprus,2018,5.608056068,,0.837391794,,0.797066092,,0.613837004,0.398250222,0.261867821,0.378323644
+North Cyprus,2019,5.4666152,,0.803294539,,0.792734623,,0.640058875,0.404271185,0.296411127,0.370310217
+North Macedonia,2007,4.493598461,9.434421539,0.810537934,64.66000366,0.439399779,0.077147894,0.869545937,0.558355927,0.251122892,0.40461275
+North Macedonia,2009,4.428021908,9.480629921,0.734430969,64.81999969,0.552173734,-0.044544183,0.843915761,0.487668097,0.370053828,
+North Macedonia,2010,4.180202007,9.511555672,0.68685478,64.90000153,0.513183951,-0.06096049,0.856452644,0.472753972,0.313819051,
+North Macedonia,2011,4.898180008,9.53296566,0.784300089,64.98000336,0.607463241,-0.089687094,0.865062475,0.503090858,0.36275062,
+North Macedonia,2012,4.639647484,9.527177811,0.798305035,65.05999756,0.613055706,-0.086802199,0.919845164,0.550912976,0.421751916,0.369646579
+North Macedonia,2013,5.186190605,9.554561615,0.832253754,65.13999939,0.640952647,0.022232182,0.860541105,0.521264255,0.330875665,0.430279344
+North Macedonia,2014,5.203825951,9.588544846,0.792998135,65.22000122,0.64474082,0.032295458,0.860599697,0.582850993,0.306998342,0.440928251
+North Macedonia,2015,4.975589752,9.625047684,0.766368151,65.30000305,0.660318911,-0.048898052,0.824178994,0.550810456,0.299022079,0.367435127
+North Macedonia,2016,5.34574604,9.652038574,0.871212244,65.5,0.706179321,0.077481277,0.869719028,0.587329805,0.292294681,0.256954134
+North Macedonia,2017,5.233866692,9.661827087,0.79995513,65.69999695,0.752106607,-0.061115041,0.855697274,0.446869999,0.299390584,0.442916453
+North Macedonia,2018,5.239834785,9.689399719,0.84891516,65.90000153,0.744800925,-0.043783113,0.909934342,0.511837602,0.298352867,0.396141589
+North Macedonia,2019,5.015485287,9.727529526,0.814638495,66.09999847,0.724710405,0.021708572,0.922597229,0.515054047,0.303605884,0.265988678
+North Macedonia,2020,5.053664207,9.676046371,0.750374198,66.30000305,0.787284732,0.130754411,0.877421141,0.541942358,0.365126073,0.324631155
+North Macedonia,2021,5.534749985,9.71719265,0.808856964,66.5,0.79296577,0.192517072,0.884325325,0.563352823,0.303365707,0.359121591
+Norway,2006,7.415682316,11.0484581,0.958511293,69.40000153,0.959532738,0.104460761,0.397150129,0.766967356,0.197113186,0.682717204
+Norway,2008,7.632287502,11.05990219,0.935878932,69.80000305,0.947288871,0.013694154,0.502776325,0.763017952,0.155095205,0.540759981
+Norway,2012,7.678277016,11.03473949,0.947657406,70.59999847,0.946565866,0.143112838,0.368042678,0.79849118,0.212821111,0.663340509
+Norway,2014,7.444470882,11.04116249,0.941161931,71.0,0.956316173,0.176930651,0.404825836,0.802207887,0.194354936,0.699690521
+Norway,2015,7.603433609,11.05069256,0.946833968,71.19999695,0.947620511,0.252846897,0.298814356,0.796320975,0.209409878,0.586871624
+Norway,2016,7.596331596,11.05254078,0.959742844,71.25,0.954352319,0.128806502,0.409666121,0.809430182,0.209262192,0.657646239
+Norway,2017,7.578744888,11.06743145,0.950127661,71.30000305,0.953016818,0.232319728,0.249711379,0.800106227,0.202913806,0.717159748
+Norway,2018,7.444262028,11.07195663,0.965961933,71.34999847,0.960429013,0.090104721,0.268201441,0.78560704,0.21186237,0.679502964
+Norway,2019,7.442139626,11.07368851,0.941784024,71.40000153,0.954044461,0.10694553,0.270571798,0.781727433,0.195486501,0.597986996
+Norway,2020,7.290032387,11.06011295,0.955979943,71.44999695,0.964561105,0.071051814,0.271083295,0.777274728,0.216033921,0.829234183
+Norway,2021,7.361573696,11.09462643,0.947877407,71.5,0.936379194,0.169224352,0.263276964,0.769433558,0.20719704,0.773523211
+Oman,2011,6.852982044,10.39209461,,62.34000015,0.916293025,0.022032274,,,0.295164108,
+Pakistan,2005,5.224657536,8.217930794,0.590945721,53.20000076,0.629995883,,0.844436169,,0.237265706,0.58348304
+Pakistan,2007,5.671460629,8.276694298,0.478887379,53.72000122,0.395642221,0.088896491,0.793795407,0.583407879,0.310367256,0.443334281
+Pakistan,2008,4.413918972,8.270934105,0.372907877,53.97999954,0.335223645,0.10016837,0.847682595,0.532505095,0.320658326,0.409197897
+Pakistan,2009,5.208146572,8.27652359,0.521746695,54.24000168,0.387697667,0.076895013,0.873649061,0.515629292,0.348705649,0.355925977
+Pakistan,2010,5.786132813,8.270492554,0.571315944,54.5,0.364205927,0.300178647,0.8516559,0.52664572,0.371941417,0.30821377
+Pakistan,2011,5.267186165,8.276018143,0.509884119,54.75999832,0.375822634,0.029472155,0.857177615,0.472562015,0.357800812,0.275174707
+Pakistan,2012,5.131565094,8.289225578,0.542038023,55.02000046,0.366844118,0.16466324,0.842024505,0.51005733,0.332447737,0.228680417
+Pakistan,2013,5.138082504,8.311218262,0.607087076,55.27999878,0.447909594,0.099312656,0.791835248,0.474416286,0.273709893,0.260006875
+Pakistan,2014,5.435657978,8.335981369,0.551683307,55.54000092,0.543138504,0.140238464,0.676927507,0.475317448,0.295479774,0.425877184
+Pakistan,2015,4.823194981,8.361321449,0.561720133,55.79999924,0.586546242,0.08511883,0.716641188,0.469451874,0.328646719,0.45958823
+Pakistan,2016,5.548508167,8.394252777,0.626921296,56.07500076,0.634182811,0.094522946,0.79253006,0.502840996,0.33161667,0.455683172
+Pakistan,2017,5.830870628,8.427532196,0.690263569,56.34999847,0.712657094,0.044926014,0.713928223,0.488859296,0.308341086,0.557435155
+Pakistan,2018,5.471553802,8.463681221,0.685059488,56.625,0.77256912,0.068565376,0.798841655,0.469722837,0.376706064,0.58938849
+Pakistan,2019,4.442717552,8.454833984,0.617295742,56.90000153,0.684675574,0.123248078,0.775998056,0.488940775,0.424240083,0.511037052
+Pakistan,2020,4.623969078,8.425652504,0.594273567,57.17499924,0.767367244,0.01433959,0.832585573,0.470246613,0.375722438,
+Pakistan,2021,4.486834526,8.440561295,0.608395636,57.45000076,0.763992071,0.020692177,0.742719173,0.517665982,0.307363391,
+Palestinian Territories,2006,4.716387749,8.201192856,0.817945421,61.77999878,0.546506464,,0.857823968,0.491536111,0.430579603,0.379181832
+Palestinian Territories,2007,4.151053905,8.180532455,0.711818635,61.89749908,0.365296155,-0.077704825,0.844180405,0.515242279,0.412327886,0.393737048
+Palestinian Territories,2008,4.385603428,8.275285721,0.665910721,62.01499939,0.357756525,-0.070109874,0.753213048,0.512986898,0.403282553,
+Palestinian Territories,2009,4.470191479,8.336611748,0.738076687,62.13249969,0.467811942,-0.086179458,0.797354221,0.473767519,0.46642825,0.427520692
+Palestinian Territories,2010,4.702603817,8.362595558,0.82174629,62.25,0.504262269,-0.11607106,0.752414644,0.552512765,0.381490052,0.50920409
+Palestinian Territories,2011,4.751219749,8.451590538,0.75083226,,0.521889269,-0.125791103,0.750207603,0.49907428,0.387651235,0.487110436
+Palestinian Territories,2012,4.646608353,8.598371506,0.782169104,,0.541582882,-0.158610404,0.730194092,0.559733331,0.378503829,0.466042757
+Palestinian Territories,2013,4.844027996,8.594526291,0.760899544,,0.453903377,-0.158181578,0.779645741,0.536738992,0.365275741,0.438160747
+Palestinian Territories,2014,4.721938133,8.618412018,0.775086701,,0.657049835,-0.158626452,0.804165423,0.504632056,0.380452424,0.474314302
+Palestinian Territories,2015,4.695239067,8.68314743,0.766101241,,0.556040943,-0.167896152,0.77430135,0.536447167,0.369084895,0.445855588
+Palestinian Territories,2016,4.906618118,8.73795414,0.817770958,,0.607669413,-0.146672711,0.812464654,0.543776095,0.377641797,0.463771552
+Palestinian Territories,2017,4.62813282,8.733620644,0.824345112,,0.631611288,-0.180932894,0.830646336,0.533918321,0.416072041,0.414400935
+Palestinian Territories,2018,4.5539217,8.717741013,0.819479287,,0.654534519,-0.15797247,0.813779533,0.528392315,0.418928534,0.392373383
+Palestinian Territories,2019,4.48253727,8.716377258,0.832550049,,0.653488278,-0.130438522,0.829282761,0.538072765,0.3996723,0.402749568
+Panama,2006,6.127988338,9.763712883,0.950980365,66.86000061,0.882047236,-0.048692618,0.911755919,0.825811207,0.232062608,0.360039532
+Panama,2007,6.894139767,9.858784676,0.937078059,67.01999664,0.640218794,0.081433825,0.915287375,0.788677633,0.149341464,0.25014171
+Panama,2008,6.930903435,9.934837341,0.922481298,67.18000031,0.707384586,0.057951551,0.88065052,0.776062965,0.150143132,0.310028732
+Panama,2009,7.033740044,9.929429054,0.905028522,67.33999634,0.721393645,0.012687565,0.889423907,0.839467406,0.144200027,0.602612615
+Panama,2010,7.3214674,9.968494415,0.92753309,67.5,0.754523695,-0.01030933,0.87982583,0.840976536,0.146368757,0.536404312
+Panama,2011,7.24808073,10.05831623,0.876284182,67.66000366,0.829012871,0.007102657,0.839684486,0.852716744,0.179641321,0.461056739
+Panama,2012,6.859835625,10.13445282,0.89739114,67.81999969,0.783182502,-0.003747593,0.795796633,0.83766222,0.206641346,0.361556232
+Panama,2013,6.86648035,10.18416595,0.895719826,67.98000336,0.811337948,0.01633174,0.814464629,0.859786928,0.225745514,0.418275893
+Panama,2014,6.631171227,10.21656418,0.87347424,68.13999939,0.893915117,0.000123547,0.846593857,0.798749387,0.253815651,0.4400675
+Panama,2015,6.605550289,10.25523472,0.88261503,68.30000305,0.846669197,-0.00900457,0.809942901,0.777305126,0.263825864,0.375584841
+Panama,2016,6.117638111,10.28644753,0.882460237,68.40000153,0.884479761,-0.1045302,0.836976767,0.812744737,0.244131789,0.329894483
+Panama,2017,6.567658901,10.3237381,0.911904812,68.5,0.899573505,-0.171672419,0.840777099,0.795368135,0.242319331,0.390996099
+Panama,2018,6.281434059,10.34300232,0.904389799,68.59999847,0.861448109,-0.132829815,0.83693099,0.840996861,0.222598746,0.277477711
+Panama,2019,6.085955143,10.3558445,0.885721385,68.69999695,0.882961094,-0.201097786,0.868827522,0.840836167,0.243566602,0.406914115
+Panama,2021,6.552778721,10.22175407,0.898621261,68.90000153,0.810681999,-0.140521035,0.861062586,0.834382474,0.217544228,0.334807962
+Paraguay,2006,4.730082035,9.087800026,0.895427763,64.87999725,0.691021681,0.065094031,0.840989172,0.751927376,0.302746117,0.305137634
+Paraguay,2007,5.272461414,9.126289368,0.862656415,64.95999908,0.698987842,0.130991176,0.929890692,0.811656475,0.218698904,0.174151406
+Paraguay,2008,5.570061684,9.175508499,0.889281452,65.04000092,0.649068773,0.055489615,0.891085148,0.797779143,0.259037822,0.23880963
+Paraguay,2009,5.576147079,9.15939045,0.900353849,65.12000275,0.717870176,0.026241815,0.857340276,0.803005695,0.186126411,0.520752966
+Paraguay,2010,5.841174126,9.251065254,0.889152765,65.19999695,0.726262391,0.075159416,0.779914618,0.82604146,0.175859466,0.479620606
+Paraguay,2011,5.677080631,9.279371262,0.869149685,65.27999878,0.665864289,0.189435244,0.755997002,0.823038757,0.190262824,0.367264926
+Paraguay,2012,5.820058346,9.258541107,0.931004941,65.36000061,0.748206615,0.198541015,0.77365911,0.849250019,0.212838635,0.296063691
+Paraguay,2013,5.936240673,9.324483871,0.938647211,65.44000244,0.908905864,0.044526916,0.902550995,0.873760998,0.223824456,0.372237712
+Paraguay,2014,5.118641853,9.362523079,0.959249556,65.51999664,0.759396434,-0.003017682,0.762375772,0.876032054,0.215778142,0.193541795
+Paraguay,2015,5.559724331,9.378236771,0.914199054,65.59999847,0.806124747,-0.008908931,0.862888277,0.831519663,0.218508467,0.181174591
+Paraguay,2016,5.801380157,9.406793594,0.93986696,65.65000153,0.853534281,-0.072308049,0.756116271,0.833231986,0.197176188,0.284559757
+Paraguay,2017,5.71329546,9.440701485,0.902042508,65.69999695,0.891171455,0.001835709,0.809900761,0.820329726,0.231783673,0.381784081
+Paraguay,2019,5.652625561,9.442684174,0.892487168,65.80000305,0.876052618,0.027204527,0.881786108,0.790478528,0.275186718,0.212079674
+Paraguay,2020,5.501248837,9.424612045,0.906508625,65.84999847,0.865221083,0.063264892,0.828658342,0.766731083,0.269218802,0.225703374
+Paraguay,2021,5.575535297,9.454678535,0.907541871,65.90000153,0.887960792,0.02379535,0.856721044,0.806078374,0.248322532,0.290166408
+Peru,2006,4.810845375,8.989351273,0.874649584,66.45999908,0.667579174,-0.072084405,0.895347834,0.675224841,0.419590116,0.16573818
+Peru,2007,5.213962078,9.062914848,0.756369531,66.72000122,0.638496518,-0.078528658,0.930640996,0.730208516,0.361295253,0.224221662
+Peru,2008,5.129230976,9.142193794,0.777106822,66.98000336,0.637672365,-0.068087906,0.89643985,0.701445818,0.353949875,0.173054844
+Peru,2009,5.518846989,9.145059586,0.79869628,67.23999786,0.638375103,-0.080154046,0.880333722,0.757985055,0.320298076,0.174843535
+Peru,2010,5.612785339,9.216964722,0.811914384,67.5,0.756706417,-0.061523955,0.880594134,0.744028509,0.330243468,0.192308694
+Peru,2011,5.892457485,9.270196915,0.756304562,67.76000214,0.772759497,-0.124476716,0.823664963,0.74246645,0.330921263,0.293339759
+Peru,2012,5.824557304,9.321531296,0.764071584,68.01999664,0.703000546,-0.080573991,0.866837919,0.705466568,0.397958517,0.272202104
+Peru,2013,5.782557487,9.369393349,0.796768486,68.27999878,0.703041255,-0.067341164,0.869899273,0.74146831,0.390038222,0.219155595
+Peru,2014,5.865815639,9.382365227,0.818986952,68.54000092,0.722352386,-0.137589946,0.877822161,0.743211806,0.319337994,0.240083769
+Peru,2015,5.577263355,9.401808739,0.798418343,68.80000305,0.802269042,-0.091256231,0.883730412,0.743743539,0.37830466,0.179047555
+Peru,2016,5.700628757,9.425748825,0.802856445,68.97499847,0.829843879,-0.135338381,0.86591959,0.791096807,0.338006854,0.281923383
+Peru,2017,5.710936546,9.434005737,0.830123365,69.15000153,0.826552153,-0.155653507,0.895384133,0.767763197,0.393873721,0.254595339
+Peru,2018,5.679661274,9.455747604,0.84530139,69.32499695,0.829641998,-0.179791257,0.906244636,0.783017695,0.380032867,0.202403098
+Peru,2019,5.999381542,9.461386681,0.809075952,69.5,0.814805925,-0.131083593,0.873601913,0.793809652,0.374985486,0.230489925
+Peru,2020,4.994379044,9.329087257,0.748887837,69.67500305,0.805973649,-0.090145819,0.911601484,0.736464798,0.481483608,0.170750022
+Peru,2021,5.694317818,9.44045639,0.818539441,69.84999847,0.811777532,-0.085864142,0.879913747,0.783769429,0.368650228,0.30032289
+Philippines,2006,4.669945717,8.561844826,0.795313299,61.36000061,0.828273118,0.062930621,0.841298819,0.75597924,,0.571570992
+Philippines,2007,5.073562145,8.607889175,0.800711393,61.41999817,0.851566434,-0.022103019,0.880245566,0.736458659,0.378187776,0.624720573
+Philippines,2008,4.589065075,8.633817673,0.798442245,61.47999954,0.860842586,0.082235992,0.816584587,0.773812234,0.384014696,0.566654027
+Philippines,2009,4.879910946,8.631697655,0.775170922,61.54000092,0.87360549,0.003180879,0.804578125,0.791430533,0.311330199,0.598850965
+Philippines,2010,4.941514015,8.685816765,0.804861128,61.59999847,0.893350542,0.032479588,0.812448382,0.828575552,0.293918312,0.554057181
+Philippines,2011,4.993956566,8.706755638,0.788763285,61.65999985,0.882837474,0.071936019,0.782946467,0.807783842,0.358326375,0.722774804
+Philippines,2012,5.001965046,8.756409645,0.812921703,61.72000122,0.914499581,0.051978387,0.771167636,0.811441779,0.35112527,0.758208573
+Philippines,2013,4.976925373,8.804812431,0.846413136,61.77999878,0.907458425,0.020415673,0.756388545,0.795774877,0.331957966,0.751474738
+Philippines,2014,5.312550068,8.849892616,0.813300192,61.84000015,0.902185738,-0.016077749,0.787219465,0.787262917,0.334036529,0.687083423
+Philippines,2015,5.547489166,8.895648003,0.853588581,61.90000153,0.911533594,-0.051944856,0.755191565,0.796321929,0.350587666,0.668413937
+Philippines,2016,5.430832863,8.949631691,0.821298718,61.92499924,0.907595754,-0.072078153,0.791962206,0.807433665,0.290232718,0.771626711
+Philippines,2017,5.594270229,9.002192497,0.851028562,61.95000076,0.925703108,-0.142278239,0.711165547,0.753483713,0.340621501,0.83773005
+Philippines,2018,5.869172573,9.049717903,0.845803261,61.97499847,0.917808175,-0.108887583,0.726483345,0.75618434,0.393481076,0.802007139
+Philippines,2019,6.267745018,9.095459938,0.84509474,62.0,0.909598589,-0.083605275,0.748442113,0.764526367,0.340569496,0.79500258
+Philippines,2020,5.079585075,8.981377602,0.781140387,62.02500153,0.932041705,-0.110693514,0.744283676,0.792735636,0.326889008,0.802727103
+Philippines,2021,5.96505785,9.020073891,0.778192103,62.04999924,0.905275464,-0.00859355,0.72116226,0.789731145,0.322941482,0.763208687
+Poland,2005,5.587209225,9.848897934,0.921527624,66.19999695,0.782473147,,0.982930899,0.610625982,0.282439232,0.06876874
+Poland,2007,5.886137486,9.977813721,0.912639678,66.55999756,0.772223353,-0.049099922,0.925285518,0.665473282,0.237598762,0.187883481
+Poland,2009,5.772027493,10.04606915,0.916798174,66.91999817,0.820649087,0.071381621,0.897762001,0.649224102,0.245965257,0.284511507
+Poland,2010,5.887029648,10.08564854,0.95506531,67.09999847,0.794900477,-0.000303453,0.904697299,0.685517788,0.234237015,0.333801061
+Poland,2011,5.646204948,10.13158989,0.904578626,67.27999878,0.868148923,-0.068704925,0.907953143,0.658624232,0.223810226,0.27237618
+Poland,2012,5.87593174,10.14475441,0.935923874,67.45999908,0.811301708,-0.028189898,0.887895823,0.710892498,0.266746789,0.268628746
+Poland,2013,5.746131897,10.15655231,0.911934912,67.63999939,0.775931358,-0.138638377,0.915677428,0.674865067,0.241980955,0.163588136
+Poland,2014,5.750282288,10.19052887,0.923642278,67.81999969,0.875357091,-0.065763019,0.897741735,0.681014657,0.222643748,0.252522856
+Poland,2015,6.007021904,10.23268509,0.893090427,68.0,0.793462157,-0.094865799,0.810096323,0.630626798,0.240432039,0.211427912
+Poland,2016,6.162076473,10.26404953,0.91739881,68.17500305,0.870707512,-0.092869826,0.847753942,0.665538013,0.223536044,0.382713199
+Poland,2017,6.201268196,10.31110001,0.881854117,68.34999847,0.830842614,-0.12366733,0.639479935,0.565854669,0.203387797,0.502480447
+Poland,2018,6.111485004,10.3632555,0.863444209,68.52500153,0.870215118,-0.256396353,0.720451355,0.622175872,0.176010624,0.427517712
+Poland,2019,6.24209404,10.40985775,0.878268242,68.69999695,0.882885754,-0.23313646,0.696057379,0.612847447,0.168089688,0.497986019
+Poland,2020,6.139455318,10.38451004,0.95317173,68.875,0.767428696,-0.009690654,0.786873639,0.677396119,0.328937918,0.273116618
+Poland,2021,5.978068829,10.43639851,0.935534835,69.05000305,0.731805563,0.127401829,0.743913174,0.699575484,0.277231276,0.259251654
+Portugal,2006,5.405246258,10.35852814,0.905289888,68.33999634,0.882068098,-0.180657193,0.880059004,0.646715462,0.333497614,0.452416807
+Portugal,2008,5.716966629,10.38306713,0.885925412,68.81999969,0.646464109,-0.219573945,0.932685852,0.666879535,0.309280723,0.339916795
+Portugal,2010,5.094525814,10.36716366,0.863906741,69.30000305,0.721036375,-0.108066268,0.947879434,0.681019306,0.265107363,0.263269573
+Portugal,2011,5.219997883,10.35152721,0.855960667,69.54000092,0.875092566,-0.175123289,0.961977124,0.670632899,0.279200882,0.20997645
+Portugal,2012,4.993962288,10.31416225,0.86603862,69.77999878,0.773821414,-0.099114485,0.959288418,0.6314798,0.370169967,0.230625153
+Portugal,2013,5.157688141,10.31038094,0.867180824,70.01999664,0.78803277,-0.120469496,0.946257353,0.664723635,0.347898155,0.17921339
+Portugal,2014,5.12691164,10.32366371,0.86182946,70.26000214,0.846810102,-0.128439054,0.94107008,0.663038433,0.357692271,0.227394462
+Portugal,2015,5.080866337,10.34556675,0.866213858,70.5,0.800440311,-0.165161774,0.941050768,0.629159272,0.370736867,0.217742205
+Portugal,2016,5.446637154,10.36871529,0.90463537,70.625,0.83806932,-0.227363601,0.922192395,0.659148574,0.326252729,0.354542404
+Portugal,2017,5.711499214,10.40561676,0.899984837,70.75,0.905065656,-0.177985847,0.880970538,0.607893229,0.294272572,0.501088142
+Portugal,2018,5.919822693,10.43531322,0.887113273,70.875,0.877404213,-0.263653696,0.87972784,0.645731986,0.317994744,0.520630658
+Portugal,2019,6.095473289,10.46154976,0.876082599,71.0,0.8823511,-0.236410558,0.915165603,0.675313532,0.299874753,0.43560499
+Portugal,2020,5.767792225,10.37147236,0.874990344,71.125,0.91313076,-0.240306079,0.867157161,0.613749206,0.382812679,0.614669442
+Portugal,2021,6.183014393,10.41631794,0.894941688,71.25,0.892121136,-0.20704861,0.872229338,0.628748119,0.284006834,0.576186419
+Qatar,2009,6.417824268,11.40706348,0.894493103,64.36000061,0.864991903,0.235229537,0.183798134,0.672899783,0.258084506,0.888471901
+Qatar,2010,6.849652767,11.47114754,,64.69999695,,0.103959754,,,,
+Qatar,2011,6.591604233,11.50436211,0.857350588,65.04000092,0.904687464,0.011941223,,0.660717309,0.327789903,
+Qatar,2012,6.611298561,11.47482395,0.838131666,65.37999725,0.924333632,0.161769748,,0.6826998,0.322181433,
+Qatar,2015,6.374529362,11.47174168,,66.40000153,,,,,,
+Romania,2005,5.048648357,9.727385521,0.837685466,64.5,0.800120592,,0.956884563,0.576348126,0.345686913,0.27288717
+Romania,2007,5.393723965,9.895151138,0.736480415,64.86000061,0.685747743,-0.189699054,0.948706627,0.575024009,0.27662608,0.199743554
+Romania,2009,5.367565155,9.952385902,0.812449574,65.22000122,0.60582763,-0.198227778,0.96679461,0.544521034,0.270051271,0.231964737
+Romania,2010,4.909165859,9.918532372,0.689065635,65.40000153,0.565536737,-0.086676694,0.973686337,0.539418042,0.34447822,0.093852684
+Romania,2011,5.02275753,9.942332268,0.752606809,65.58000183,0.650402188,-0.141707927,0.964042604,0.500530779,0.294461548,0.116410844
+Romania,2012,5.166874886,9.966984749,0.740043104,65.76000214,0.644536138,-0.113436006,0.959486127,0.519568145,0.342614621,0.236376286
+Romania,2013,5.081584454,10.00771427,0.777552068,65.94000244,0.654542148,-0.131343663,0.95184356,0.540932298,0.32861948,0.241623357
+Romania,2014,5.726893425,10.04691124,0.75294137,66.12000275,0.754235506,-0.102744281,0.95832473,0.564956546,0.330687732,0.243379444
+Romania,2015,5.777491093,10.0807209,0.786967337,66.30000305,0.795847714,-0.142957568,0.961650968,0.627088487,0.311574161,0.246008784
+Romania,2016,5.96887064,10.13241482,0.809229195,66.42500305,0.8217206,-0.116968714,0.949044526,0.607439756,0.257763505,0.181354657
+Romania,2017,6.089904785,10.20883465,0.811240137,66.55000305,0.838586688,-0.161676064,0.925658047,0.632110655,0.230836198,0.298341334
+Romania,2018,6.150878906,10.25848293,0.81793046,66.67500305,0.84515959,-0.219323963,0.921170175,0.648865998,0.298453927,0.226351306
+Romania,2019,6.129942417,10.30478001,0.841905951,66.80000305,0.84754318,-0.223447934,0.954130709,0.604940474,0.243659228,0.160088375
+Romania,2020,6.785142422,10.26910686,0.869008839,66.92500305,0.863305271,-0.156541392,0.91769141,0.667786896,0.25570637,0.23219794
+Romania,2021,6.548725605,10.33434677,0.834509134,67.05000305,0.870957971,-0.182472154,0.928280115,0.673982322,0.264397413,0.192293614
+Russia,2006,4.963742733,9.987711906,0.894707382,58.74000168,0.643388212,-0.308152229,0.935101748,0.533524811,0.232429147,0.37003988
+Russia,2007,5.222867489,10.07100296,0.88465637,59.18000031,0.592569709,-0.285410792,0.93346411,0.545877993,0.192846358,0.374115855
+Russia,2008,5.61875391,10.12213516,0.882316172,59.61999893,0.642778277,-0.306728989,0.924090385,0.570209742,0.165901884,0.557550251
+Russia,2009,5.158227921,10.04062366,0.908075571,60.06000137,0.61711514,-0.285023332,0.953601718,0.53951323,0.168979272,0.549765408
+Russia,2010,5.384773254,10.08419228,0.908814192,60.5,0.613159001,-0.298047632,0.936571956,0.567381263,0.171420962,0.51499486
+Russia,2011,5.388766289,10.12551403,0.883416891,60.93999863,0.625847578,-0.280550778,0.935130417,0.564264834,0.165234953,0.479574502
+Russia,2012,5.620735645,10.16328239,0.901295125,61.38000107,0.609104156,-0.294371754,0.937517941,0.562564373,0.173604488,0.452001721
+Russia,2013,5.537177563,10.17855549,0.880856991,61.81999969,0.661185563,-0.291099757,0.933804512,0.592296541,0.179923758,0.388303369
+Russia,2014,6.036976814,10.1680479,0.931755424,62.25999832,0.744332075,-0.266319543,0.869267285,0.616634369,0.151346922,0.640166044
+Russia,2015,5.995538712,10.14596653,0.924363256,62.70000076,0.685454726,-0.17279993,0.913418293,0.609346032,0.130005926,0.649233103
+Russia,2016,5.85494566,10.14606953,0.910927355,63.07500076,0.713606298,-0.182986706,0.925462723,0.586740851,0.142497227,0.584303796
+Russia,2017,5.578742981,10.16301918,0.896151304,63.45000076,0.73087424,-0.146716699,0.861590207,0.650563896,0.194560528,0.556597233
+Russia,2018,5.513500214,10.19078541,0.908726096,63.82500076,0.7292822,-0.149111703,0.865311563,0.615011394,0.198796302,0.45583874
+Russia,2019,5.440523624,10.21135998,0.910098851,64.19999695,0.714766085,-0.118029267,0.847705066,0.632024169,0.200421557,0.436963826
+Russia,2020,5.495288849,10.18325329,0.887020171,64.57499695,0.714466453,-0.074105181,0.823047519,0.620991707,0.189521536,0.477703661
+Russia,2021,5.448261261,10.22768974,0.861716568,64.94999695,0.670810163,0.058407594,0.807839274,0.590086401,0.1900727,0.45699209
+Rwanda,2006,4.21470356,7.111707211,0.717583358,53.5,0.915480852,,0.298643529,0.700726748,0.18899633,0.966427267
+Rwanda,2008,4.362988949,7.239236355,0.485680968,54.70000076,0.752293468,0.018129818,0.286407232,0.632626414,0.220767915,0.92293489
+Rwanda,2009,4.029761791,7.273092747,0.559390426,55.29999924,0.765569031,-1.25179e-05,0.409702867,0.658405483,0.112361915,0.948411286
+Rwanda,2011,4.097435951,7.369576454,0.569859505,56.5,0.829036176,-0.038044758,0.16147466,0.607516348,0.154241934,
+Rwanda,2012,3.333047867,7.427861691,0.637147248,57.09999847,0.835491359,-0.011245688,0.081324898,0.623918176,0.132398143,
+Rwanda,2013,3.466387749,7.449460506,0.749632955,57.70000076,0.904272258,-0.027157823,0.117165409,0.727639854,0.167348459,
+Rwanda,2014,3.595678329,7.48445034,0.748304188,58.29999924,0.894025266,-0.022211887,0.07800018,0.747769415,0.133609742,
+Rwanda,2015,3.483108997,7.543886662,0.678143561,58.90000153,0.907892346,0.025487337,0.09460447,0.69152987,0.206402764,
+Rwanda,2016,3.332989931,7.575854301,0.665130913,59.22499847,0.910736382,0.025593719,0.158601388,0.714600325,0.285384238,0.993604362
+Rwanda,2017,3.10837388,7.588449478,0.516550004,59.54999924,0.908114851,0.051831212,0.213757217,0.724039674,0.358309627,0.981398344
+Rwanda,2018,3.5610466,7.644320965,0.616172731,59.875,0.924231648,0.05737479,0.163809955,0.76513201,0.308199167,0.988120437
+Rwanda,2019,3.268152237,7.70864296,0.489458233,60.20000076,0.868999183,0.064353086,0.167970896,0.716731012,0.417667687,0.98584497
+Saudi Arabia,2005,7.079644203,10.69895554,0.867819488,61.20000076,,,0.505149066,0.680691183,0.242553025,
+Saudi Arabia,2007,7.266694069,10.68889332,0.891524911,61.59999847,0.622070193,0.002136212,,0.718202651,0.23154743,
+Saudi Arabia,2008,6.811370373,10.72194767,0.823053539,61.79999924,0.531811953,-0.024490723,0.507919014,0.606720626,0.201822907,
+Saudi Arabia,2009,6.14759016,10.67289066,0.921288133,62.0,0.639405668,-0.112330168,0.44513157,0.682754934,0.319474906,
+Saudi Arabia,2010,6.307098389,10.69278049,0.87959832,62.20000076,0.677777231,-0.035103273,,0.645319223,0.297208935,
+Saudi Arabia,2011,6.699789524,10.75767231,0.829633653,62.40000153,0.603455663,-0.144417733,,0.698994219,0.240139723,
+Saudi Arabia,2012,6.396359444,10.77946568,0.867100954,62.59999847,0.560455382,-0.122059062,,0.691676438,0.224840984,
+Saudi Arabia,2013,6.495132923,10.77579212,0.826695323,62.79999924,0.661042333,-0.083632588,,0.691165626,0.275550067,
+Saudi Arabia,2014,6.27837801,10.78330421,0.818419814,63.0,0.762251675,-0.075110652,,0.663331389,0.312949479,
+Saudi Arabia,2015,6.345491886,10.797966,0.819749713,63.20000076,0.820207238,-0.047372025,,0.667652607,0.327139378,
+Saudi Arabia,2016,6.473921299,10.79191017,0.889932334,63.40000153,0.774267733,-0.134877995,,0.72494626,0.266292661,
+Saudi Arabia,2017,6.294282436,10.76439667,0.840086281,63.59999847,0.814142168,-0.133675575,,0.702724814,0.305841893,
+Saudi Arabia,2018,6.356393337,10.77043629,0.867848396,63.79999924,0.85492152,-0.194803342,,0.695532978,0.288379908,
+Saudi Arabia,2019,6.561247349,10.75709724,0.911718428,64.0,0.891086578,-0.149374589,,0.673558295,0.237737328,
+Saudi Arabia,2020,6.559588432,10.69937611,0.890255928,64.19999695,0.884220123,-0.112916827,,0.701878786,0.251199067,
+Saudi Arabia,2021,6.44529438,10.70742989,0.859361112,64.40000153,0.902473032,-0.101232871,,0.728473246,0.228370279,
+Senegal,2006,4.417352676,7.919427395,0.760252059,55.5,0.735723555,-0.053258218,0.805329144,0.687083721,0.224989697,0.371702313
+Senegal,2007,4.679986954,7.920879364,0.718461037,55.79999924,0.698005259,-0.003298261,0.826684237,0.718160093,0.198741958,0.345917314
+Senegal,2008,4.683499813,7.930427551,0.756298721,56.09999847,0.61187619,-0.031241652,0.879247844,0.6688627,0.252161235,0.286527872
+Senegal,2009,4.335114002,7.930426598,0.810355306,56.40000153,0.556838155,-0.037648786,0.918035448,0.708374262,0.227579623,0.261134237
+Senegal,2010,4.372156143,7.936342239,0.76029408,56.70000076,0.777262628,-0.078549474,0.850534856,0.669947743,0.142737702,0.285449982
+Senegal,2011,3.834201574,7.921926975,0.602409363,57.0,0.6408903,-0.161634251,0.869893968,0.696441174,0.180026993,0.304639816
+Senegal,2012,3.668736935,7.933320522,0.711077392,57.29999924,0.668252289,-0.036015432,0.851879895,0.721606612,0.213602841,0.645107508
+Senegal,2013,3.647367001,7.929166794,0.822957873,57.59999847,0.635539532,-0.052006315,0.836612225,0.694229305,0.165078521,0.614916325
+Senegal,2014,4.394777298,7.961480141,0.855522096,57.90000153,0.692353189,-0.045198429,0.699660003,0.696372092,0.157226577,0.664995909
+Senegal,2015,4.61700058,7.99512291,0.70153451,58.20000076,0.719533265,-0.111043036,0.765490174,0.709879577,0.207667634,0.622598588
+Senegal,2016,4.59453392,8.028672218,0.838994384,58.5,0.743729651,-0.085561559,0.794353724,0.781317413,0.244851768,0.630876184
+Senegal,2017,4.683024883,8.072126389,0.743759334,58.79999924,0.686937034,-0.04353426,0.825241864,0.75147438,0.290836066,0.61072278
+Senegal,2018,4.769377232,8.104548454,0.739354789,59.09999847,0.629223466,-0.073555678,0.80477947,0.724179924,0.247074723,0.588927925
+Senegal,2019,5.488736629,8.120131493,0.687614083,59.40000153,0.758841753,-0.018155394,0.79567343,0.768190622,0.331925839,0.638033628
+Senegal,2020,4.756773472,8.107923508,0.620670676,59.70000076,0.797190309,-0.045522649,0.855092525,0.815910876,0.268333048,0.573285639
+Senegal,2021,4.902830601,8.127270699,0.645179272,60.0,0.758525133,0.034219597,0.82134825,0.812411606,0.264975786,0.454221755
+Serbia,2007,4.750383854,9.535772324,0.844413042,65.27999878,0.452781171,-0.166969717,0.904949665,0.527803481,0.334419727,0.342910528
+Serbia,2009,4.380311966,9.57135582,0.770126104,65.55999756,0.372881293,-0.179316059,0.960977912,0.465632796,0.435473621,
+Serbia,2010,4.461304188,9.582659721,0.725563347,65.69999695,0.462647259,-0.171907663,0.96547246,0.445710063,0.415409207,
+Serbia,2011,4.815186501,9.610713005,0.773210645,65.83999634,0.440458298,-0.186575055,0.976917386,0.458074152,0.410254955,
+Serbia,2012,5.154521942,9.608726501,0.819430411,65.98000336,0.460574687,-0.132129163,0.951667845,0.447128445,0.371236444,0.223251179
+Serbia,2013,5.101840496,9.642108917,0.828068733,66.12000275,0.532839715,-0.10163562,0.908122003,0.504834771,0.403452963,0.340113223
+Serbia,2014,5.112728596,9.630781174,0.782708704,66.26000214,0.531597257,0.070196509,0.911732435,0.473159254,0.326117814,0.447972029
+Serbia,2015,5.317685127,9.653628349,0.81625104,66.40000153,0.545892,-0.063881077,0.859358013,0.472240627,0.302544028,0.388694555
+Serbia,2016,5.752754688,9.691705704,0.894894958,66.52500153,0.614370823,-0.069701217,0.889765203,0.492267966,0.298126608,0.450123101
+Serbia,2017,5.122031212,9.717821121,0.883770406,66.65000153,0.684846342,-0.07936617,0.851457834,0.484643012,0.326407075,0.511197984
+Serbia,2018,5.936493397,9.767254829,0.852945328,66.77500153,0.739891827,-0.10154549,0.863723576,0.527079105,0.296295851,0.476144999
+Serbia,2019,6.241407394,9.815026283,0.903294265,66.90000153,0.752504587,-0.042076003,0.813141823,0.474295795,0.24213022,0.473505408
+Serbia,2020,6.041546345,9.810878754,0.852101862,67.02500153,0.843479872,0.146143466,0.824472487,0.579138815,0.357580274,0.524143338
+Serbia,2021,6.245267391,9.874162674,0.890106082,67.15000153,0.850367904,0.26693216,0.806221604,0.567632556,0.311130971,0.605454803
+Sierra Leone,2006,3.628185034,7.130937576,0.561355948,46.27999878,0.679001093,0.101825468,0.836166084,0.534737051,0.380654573,0.541411996
+Sierra Leone,2007,3.585127354,7.181292057,0.686470926,46.65999985,0.720373392,0.248906732,0.8304829,0.634748876,0.289841563,0.56187278
+Sierra Leone,2008,2.997251034,7.210117817,0.590737224,47.04000092,0.716396332,0.149183109,0.924901426,0.587814867,0.369601429,0.687578261
+Sierra Leone,2010,4.133955956,7.248628616,0.811872959,47.79999924,0.726268828,0.013091995,0.910440624,0.497324437,0.290469229,0.651547968
+Sierra Leone,2011,4.501643658,7.287119389,0.781580985,48.18000031,0.769738138,0.005620342,0.854646623,0.494734854,0.299527586,0.582602978
+Sierra Leone,2013,4.514291286,7.571926594,0.708426833,48.93999863,0.719510674,-0.070628822,0.855862677,0.54046613,0.422833472,0.56014502
+Sierra Leone,2014,4.499970436,7.594415665,0.868556499,49.31999969,0.681497633,0.034324843,0.786132097,0.621771038,0.334213495,0.587644756
+Sierra Leone,2015,4.908617973,7.341945171,0.610593736,49.70000076,0.624296129,0.051493235,0.824828029,0.625677109,0.414426446,0.652109861
+Sierra Leone,2016,4.732953072,7.379091263,0.656723499,50.5,0.681202114,0.107084759,0.863264859,0.61588484,0.456180692,0.70091027
+Sierra Leone,2017,4.089562416,7.398621559,0.652287126,51.29999924,0.710613549,0.080162175,0.848398328,0.606894493,0.495040029,0.73751694
+Sierra Leone,2018,4.305683136,7.411314487,0.649638355,52.09999847,0.716484487,0.096256502,0.855733216,0.533417523,0.466266662,0.779726207
+Sierra Leone,2019,3.447381496,7.441432476,0.610779762,52.90000153,0.717769563,0.075184681,0.873861432,0.521150649,0.438134462,0.817156315
+Sierra Leone,2021,3.714294434,7.421621799,0.609334111,54.5,0.659139514,0.108862124,0.851488411,0.537982225,0.448415697,0.753032207
+Singapore,2006,6.462702751,11.16925144,0.904328883,71.58000183,0.756873548,0.135214031,,0.688982964,0.266720772,0.905857503
+Singapore,2007,6.833754539,11.21397209,0.920632064,71.76000214,0.866892278,0.290219784,0.063614883,0.587673724,0.114406586,0.933893085
+Singapore,2008,6.641956806,11.17926693,0.845258594,71.94000244,0.660659015,0.042673536,0.065775275,0.62660408,0.256086707,0.908407509
+Singapore,2009,6.144676685,11.15031624,0.866255283,72.12000275,0.77638185,-0.077948511,0.035197988,0.450021595,0.20754829,0.973570824
+Singapore,2010,6.531401634,11.26822662,0.864162147,72.30000305,0.846184611,-0.021136507,0.060282066,0.527337015,0.131343439,0.904517174
+Singapore,2011,6.561041832,11.30882931,0.904473901,72.48000336,0.821816325,-0.151844785,0.098924451,0.403699249,0.143628925,0.825414777
+Singapore,2013,6.53320694,11.35899067,0.807910562,72.83999634,0.827102542,0.11173071,0.242398053,0.662853122,0.147687554,0.856165767
+Singapore,2014,7.062364578,11.38463116,0.822033048,73.01999664,0.834887624,0.150838047,0.132603154,0.774240196,0.180232763,0.843872547
+Singapore,2015,6.619524956,11.40221405,0.86643666,73.19999695,0.886890888,0.146411479,0.098943882,0.736193538,0.141585171,0.90855819
+Singapore,2016,6.033480644,11.42198849,0.925128222,73.30000305,0.903735638,0.139571056,0.047311153,0.745386899,0.110942468,0.930617273
+Singapore,2017,6.378437996,11.46531391,0.897349894,73.40000153,0.926127851,0.132078975,0.161790684,0.749874413,0.179324552,0.92699796
+Singapore,2018,6.374564171,11.49499416,0.902840674,73.5,0.91607821,-0.069427244,0.096562929,0.731057048,0.106870778,0.892469287
+Singapore,2019,6.378359795,11.49691391,0.924918354,73.59999847,0.938041747,0.023224151,0.069619603,0.674223006,0.138069153,0.925726056
+Singapore,2021,6.586717129,,0.876408994,73.80000305,0.878701091,,0.144935384,0.696990192,0.159802228,0.89762181
+Slovakia,2006,5.264676571,9.988945961,0.953579247,65.62000275,0.542479694,-0.049632166,0.945731282,0.585977197,0.307859093,0.163079232
+Slovakia,2010,6.052223206,10.14756012,0.919640005,66.5,0.635757685,-0.10162171,0.907136023,0.602989495,0.277206749,0.308679521
+Slovakia,2011,5.945048332,10.1723032,0.917293429,66.72000122,0.727163136,0.009746221,0.907132328,0.588251173,0.287409574,0.278723896
+Slovakia,2012,5.91105938,10.18409252,0.925751448,66.94000244,0.620004296,-0.028008478,0.906532168,0.584856808,0.302260816,0.368380159
+Slovakia,2013,5.936527252,10.18954372,0.909378529,67.16000366,0.597935796,-0.050859757,0.914539933,0.612062037,0.276509553,0.283493221
+Slovakia,2014,6.1388731,10.21545315,0.924242675,67.37999725,0.634791732,-0.125593156,0.913870215,0.618786454,0.266784608,0.310181499
+Slovakia,2015,6.162004471,10.26534462,0.94345367,67.59999847,0.587157667,-0.128121376,0.92754513,0.632166922,0.269246429,0.276530683
+Slovakia,2016,5.993163109,10.28318787,0.945179105,67.82499695,0.700098515,-0.060783517,0.916609168,0.688296258,0.232091576,0.372222155
+Slovakia,2017,6.365509033,10.31100178,0.913386643,68.05000305,0.714224696,-0.054639958,0.920422673,0.709385633,0.21272248,0.34168008
+Slovakia,2018,6.23511076,10.34685898,0.922378719,68.27500153,0.757634044,-0.167493463,0.909944654,0.669736266,0.253190041,0.327658623
+Slovakia,2019,6.243428707,10.37122631,0.933088303,68.5,0.771121562,-0.129276663,0.925846696,0.676153421,0.251806319,0.230972826
+Slovakia,2020,6.519098282,10.32580185,0.954159975,68.72499847,0.76189661,-0.076592401,0.900533676,0.694529951,0.274447888,0.307444513
+Slovakia,2021,6.418503761,10.35686398,0.951163888,68.94999695,0.74153322,0.048633955,0.895546556,0.69156754,0.241131321,0.215807587
+Slovenia,2006,5.811264515,10.39857197,0.936075211,68.55999756,0.935824215,0.040772613,0.707797885,0.608156204,0.307204872,0.477644771
+Slovenia,2009,5.830160618,10.40584469,0.918696642,69.04000092,0.895956635,-0.020819264,0.803634167,0.583327055,0.303117454,0.368030965
+Slovenia,2010,6.082555294,10.41483116,0.917203367,69.19999695,0.895522416,0.027355783,0.844790697,0.591895521,0.295366138,0.331916302
+Slovenia,2011,6.035964012,10.42133045,0.931166053,69.36000061,0.907440901,-0.027004661,0.893133819,0.587408543,0.285320938,0.181583047
+Slovenia,2012,6.062891006,10.39248085,0.924753785,69.51999664,0.904386282,-0.021534046,0.890754104,0.598477244,0.283989847,0.238065988
+Slovenia,2013,5.974888802,10.38077831,0.932119727,69.68000031,0.890059829,0.03384719,0.917839587,0.624565423,0.274269283,0.163433194
+Slovenia,2014,5.678395271,10.40709972,0.908347547,69.83999634,0.887747705,0.05046121,0.909118295,0.593501449,0.290812403,0.176851004
+Slovenia,2015,5.740642071,10.42820835,0.901163757,70.0,0.896007299,0.005918398,0.892197907,0.644497395,0.26141873,0.202604815
+Slovenia,2016,5.936821461,10.45889568,0.934487343,70.17500305,0.903551102,-0.05669811,0.838474393,0.597172439,0.271624178,0.249845102
+Slovenia,2017,6.166837692,10.50527477,0.928187847,70.34999847,0.920862675,-0.027021039,0.828794718,0.582310796,0.285601437,0.239779726
+Slovenia,2018,6.249419212,10.54492378,0.940971196,70.52500153,0.942045867,-0.12117143,0.839252532,0.601195991,0.27548486,0.239274636
+Slovenia,2019,6.665273666,10.56994915,0.949402273,70.69999695,0.945430517,-0.104521476,0.785441816,0.621658623,0.227838457,0.397150725
+Slovenia,2020,6.462076187,10.52112961,0.953437507,70.875,0.958442569,-0.086754218,0.796557486,0.574927151,0.313852519,0.45297423
+Slovenia,2021,6.761220932,10.57335091,0.955252588,71.05000305,0.851086736,0.030901229,0.754198194,0.642823279,0.261042506,0.339235812
+Somalia,2014,5.528272629,6.639940262,0.610835552,47.65999985,0.873878837,0.04011992,0.456470013,0.688916326,0.207215205,0.625451207
+Somalia,2015,5.353644848,6.741858006,0.599281073,48.09999847,0.967869282,0.035776213,0.410235763,0.763963759,0.186736152,0.778640568
+Somalia,2016,4.667941093,6.778198242,0.594416559,48.5,0.917322814,0.089551285,0.44080174,0.772739649,0.193282232,0.700681686
+Somaliland region,2009,4.991399765,,0.879566729,,0.746303976,,0.513371766,0.707873523,0.112012178,0.538494766
+Somaliland region,2010,4.657363415,,0.829004526,,0.820181906,,0.471094489,0.631947339,0.08342576,0.587192237
+Somaliland region,2011,4.930571556,,0.787961662,,0.858104467,,0.357340902,0.690513849,0.122244202,0.760763943
+Somaliland region,2012,5.057314396,,0.786291242,,0.758219004,,0.333831728,0.686731637,0.152428225,0.651241541
+South Africa,2006,5.083986759,9.475852013,0.913030207,46.0,0.648762882,-0.091509454,,0.724232376,0.222731337,0.602337182
+South Africa,2007,5.204454422,9.515153885,0.788307607,46.90000153,0.68998754,-0.165546909,0.858651042,0.658233047,0.210185051,0.659012496
+South Africa,2008,5.346306801,9.53322506,0.809542179,47.79999924,0.748846471,-0.103255332,0.865791023,0.712142289,0.206242844,0.461442381
+South Africa,2009,5.218430996,9.503808975,0.87735945,48.70000076,0.739409983,-0.161607936,0.904342353,0.655523777,0.230895981,0.522421479
+South Africa,2010,4.652428627,9.519201279,0.917056024,49.59999847,0.738905966,-0.209991843,0.79062891,0.698225856,0.123753376,0.593964458
+South Africa,2011,4.930511475,9.535149574,0.857703149,50.5,0.835448027,-0.161942363,0.819181919,0.720048368,0.230213523,0.627495944
+South Africa,2012,5.133887768,9.543016434,0.906595111,51.40000153,0.590144992,-0.170741677,0.838216782,0.71075809,0.178183243,0.425877452
+South Africa,2013,3.660727262,9.551523209,0.839424491,52.29999924,0.714169025,-0.084694207,0.799543023,0.740163863,0.166549087,0.510355353
+South Africa,2014,4.828456402,9.549724579,0.881152213,53.20000076,0.794030964,-0.124441184,0.820258021,0.729684711,0.24335815,0.487997681
+South Africa,2015,4.887325764,9.547533989,0.898096263,54.09999847,0.862449408,-0.134669632,0.85269475,0.716541946,0.160787657,0.5839957
+South Africa,2016,4.769739628,9.539438248,0.875389755,54.625,0.774136424,-0.077996776,0.812858999,0.742890537,0.301327765,0.483122289
+South Africa,2017,4.513655186,9.536782265,0.870313287,55.15000153,0.787427902,-0.136225283,0.864781916,0.708703458,0.268175244,0.423274219
+South Africa,2018,4.8839221,9.537911415,0.841343999,55.67499924,0.752731323,-0.058371451,0.841192603,0.73595494,0.282708496,0.5246858
+South Africa,2019,5.034863472,9.525877953,0.847719729,56.20000076,0.73833853,-0.14204447,0.819823623,0.727414131,0.268456221,0.495906323
+South Africa,2020,4.946800709,9.446662903,0.891050339,56.72499847,0.756946266,-0.024403915,0.912407219,0.76058358,0.294276476,0.517606676
+South Africa,2021,5.598653793,9.48507309,0.922238767,57.25,0.703564703,-0.142795756,0.891578615,0.78432101,0.172806978,0.508961499
+South Korea,2006,5.332177639,10.30863667,0.775498927,70.01999664,0.71524173,-0.054057602,0.798615158,0.545332074,0.33815217,0.226414487
+South Korea,2007,5.76727581,10.35996056,0.82671231,70.23999786,0.655827999,-0.06137022,0.80275315,0.611897051,0.226402089,0.239366353
+South Korea,2008,5.389624596,10.38205242,0.753609836,70.45999908,0.52367878,-0.104317494,0.770959556,0.553983271,0.239057273,0.273481339
+South Korea,2009,5.647689819,10.38480091,0.810902715,70.68000031,0.600165665,-0.098047711,0.787497342,0.595678627,0.208521008,0.270037323
+South Korea,2010,6.116024494,10.44565201,0.815516651,70.90000153,0.676652968,-0.03539725,0.751621127,0.626363039,0.130337119,0.324227005
+South Korea,2011,6.946599007,10.47415543,0.809104383,71.12000275,0.68235606,-0.050680101,0.827300906,0.587293863,0.167832613,0.283037215
+South Korea,2012,6.003286839,10.49263954,0.77539736,71.33999634,0.61839807,,0.843719423,0.610191762,0.206364661,0.230812564
+South Korea,2013,5.958809853,10.51924419,0.79669416,71.55999756,0.641884267,-0.05203807,0.831863225,0.588525295,0.188765511,0.34858638
+South Korea,2014,5.801325321,10.54448509,0.737754107,71.77999878,0.623193622,-0.04517201,0.834068358,0.575068653,0.282807708,0.284103513
+South Korea,2015,5.780211449,10.56691647,0.768350601,72.0,0.61584878,-0.037850779,0.840721607,0.560941756,0.244323716,0.264757395
+South Korea,2016,5.970564365,10.59199047,0.811163485,72.27500153,0.590956032,0.024075758,0.861816347,0.583131433,0.232732683,0.237081572
+South Korea,2017,5.873887062,10.6202879,0.806929946,72.55000305,0.538113713,0.012043351,0.850690424,0.545988142,0.234825626,0.358582199
+South Korea,2018,5.840231419,10.6441946,0.79772383,72.82499695,0.600161672,-0.091402687,0.796825886,0.578780234,0.217145726,0.389084011
+South Korea,2019,5.902816772,10.66440201,0.783160865,73.09999847,0.706032395,-0.057978813,0.71769613,0.593178034,0.235966519,0.376757592
+South Korea,2020,5.792695522,10.65446377,0.807952285,73.375,0.711480439,-0.108758755,0.664694011,0.549814105,0.247059658,0.448309243
+South Korea,2021,6.112745285,10.69212723,0.810740769,73.65000153,0.717086375,-0.029297361,0.685114563,0.566271067,0.22117126,0.433829188
+South Sudan,2014,3.831992388,,0.545118451,52.88000107,0.567259312,,0.741540551,0.578409851,0.428319663,0.446467072
+South Sudan,2015,4.070771217,,0.584781349,53.0,0.511631012,,0.709605932,0.552726328,0.449795097,0.509233654
+South Sudan,2016,2.888112307,,0.532151818,53.17499924,0.439919025,,0.785317779,0.593741238,0.549256921,0.456287563
+South Sudan,2017,2.816622496,,0.556822658,53.34999847,0.456011087,,0.761269629,0.564999282,0.517363787,0.461550504
+Spain,2005,7.152785778,10.54437733,0.961042881,70.40000153,0.916164696,,0.777272284,0.694322646,0.240642577,0.52784574
+Spain,2007,6.994614601,10.58458328,0.956858516,70.63999939,0.78208214,-0.095652223,0.783717752,0.717415452,0.263592541,0.47624892
+Spain,2008,7.294472694,10.5774622,0.9482705,70.76000214,0.83378607,-0.151789621,0.683210194,0.649402082,0.259690791,0.579760432
+Spain,2009,6.198601246,10.53024578,0.92945385,70.87999725,0.748514712,-0.129516065,0.797704637,0.645007908,0.335877061,0.424362034
+Spain,2010,6.188262463,10.52727032,0.949940383,71.0,0.796495557,-0.140172899,0.839746296,0.645088673,0.321819484,0.302731603
+Spain,2011,6.518249035,10.51554012,0.944443703,71.12000275,0.818650901,-0.123917468,0.845543444,0.666956425,0.356101543,0.308662713
+Spain,2012,6.290690422,10.48484993,0.937023342,71.23999786,0.754586101,-0.061566025,0.843593001,0.644379139,0.366474479,0.339146554
+Spain,2013,6.150027275,10.4736681,0.928640485,71.36000061,0.759356439,-0.103578195,0.915822566,0.662719071,0.371839374,0.184549659
+Spain,2014,6.456477642,10.49040222,0.947864413,71.48000336,0.738472342,-0.030305713,0.853887916,0.682676077,0.335460007,0.210619807
+Spain,2015,6.380663395,10.52881241,0.95647186,71.59999847,0.73200047,-0.074515283,0.821664929,0.704702199,0.284693688,0.277751327
+Spain,2016,6.318612099,10.55783081,0.941736817,71.72499847,0.768173754,-0.050294131,0.818558574,0.629933596,0.300829351,0.302516669
+Spain,2017,6.230173111,10.58478832,0.903158188,71.84999847,0.755560756,-0.03434835,0.791268766,0.601178527,0.302387655,0.269585967
+Spain,2018,6.513370991,10.60303783,0.910314679,71.97499847,0.7222507,-0.077235363,0.776504457,0.63557899,0.357190847,0.285195619
+Spain,2019,6.457449436,10.6165266,0.949013472,72.09999847,0.777966738,-0.050898876,0.73033762,0.636199594,0.31551832,0.367785871
+Spain,2020,6.502175331,10.497365,0.934934676,72.22499847,0.783256531,-0.123564944,0.729977489,0.671131015,0.316617101,0.381767094
+Spain,2021,6.469611168,10.53658772,0.926416755,72.34999847,0.781794965,-0.071897864,0.729346991,0.639074683,0.323980331,0.371703804
+Sri Lanka,2006,4.344610691,8.911855698,0.863598704,62.27999878,0.723847628,0.061602645,0.837784767,0.638567686,0.216329843,0.681650817
+Sri Lanka,2007,4.414805412,8.97022438,0.838327467,62.75999832,0.735852897,0.108997956,0.846718311,0.590271056,0.219856173,0.727976918
+Sri Lanka,2008,4.430846214,9.020895004,0.815702736,63.24000168,0.833835602,0.161686391,0.861397326,0.655605435,0.152587533,0.720333278
+Sri Lanka,2009,4.212026596,9.048714638,0.829611897,63.72000122,0.798871219,0.305119783,0.689926445,0.660928369,0.172400951,0.916601896
+Sri Lanka,2010,3.976905107,9.118977547,0.814367235,64.19999695,0.738208532,0.25754267,0.769477904,0.70351088,0.163471773,0.807552159
+Sri Lanka,2011,4.180569172,9.192952156,0.841938436,64.68000031,0.82263726,0.143791214,0.760300696,0.73049593,0.174926728,0.855967104
+Sri Lanka,2012,4.224593163,9.279156685,0.824357271,65.16000366,0.800397217,0.159445927,0.822879076,0.761135697,0.196870834,0.777017355
+Sri Lanka,2013,4.364694118,9.304747581,0.809175253,65.63999939,0.834020317,0.267049938,0.842013538,0.775873661,0.20812951,0.750018179
+Sri Lanka,2014,4.267932892,9.343831062,0.804798007,66.12000275,0.867936432,0.297838211,0.790626824,0.784851849,0.186895683,0.772360444
+Sri Lanka,2015,4.611606598,9.383496284,0.862500072,66.59999847,0.902074754,0.317904472,0.859470963,0.789435446,0.234751269,0.739669859
+Sri Lanka,2017,4.330945492,9.440189362,0.822770596,66.80000305,0.827077389,0.092482321,0.844210029,0.728681266,0.269727528,0.517589927
+Sri Lanka,2018,4.435023785,9.461901665,0.832882166,66.90000153,0.858873606,0.104748286,0.855907619,0.773361444,0.301813632,0.582941115
+Sri Lanka,2019,4.213299274,9.478084564,0.814939141,67.0,0.824277341,0.0498989,0.863342285,0.753170788,0.314542711,0.569042027
+Sri Lanka,2020,4.778489113,9.436434746,0.842499971,67.09999847,0.803484857,-0.043379724,0.768454254,0.758137345,0.285134345,0.752756536
+Sri Lanka,2021,4.10344696,9.463738441,0.812373936,67.19999695,0.771430016,-0.006883008,0.848541498,0.733172596,0.311583638,0.504923344
+Sudan,2009,4.454917431,8.027606964,0.911406994,57.45999908,0.70997864,0.082407355,0.701229393,0.687828958,0.244927168,
+Sudan,2010,4.435159683,8.035787582,0.854824424,57.70000076,0.648155332,-0.037130903,0.736897171,0.589273751,0.220789164,
+Sudan,2011,4.314456463,8.125538826,0.817785621,57.93999863,0.582538784,-0.018643878,0.662519455,0.53210187,0.248500824,
+Sudan,2012,4.550499439,8.238992691,0.812500715,58.18000031,0.411947906,-0.051728006,0.733679295,0.510919631,0.242373869,
+Sudan,2014,4.138672829,8.324702263,0.81061554,58.65999985,0.3900958,-0.064188711,0.793785036,0.461327523,0.302724987,
+Suriname,2012,6.269286633,9.904502869,0.797262073,62.84000015,0.885488451,-0.086571254,0.751282871,0.730167687,0.250364989,0.72176528
+Sweden,2005,7.376315594,10.72415447,0.951469898,71.0,0.964395404,,,0.742479682,0.150766104,0.440848559
+Sweden,2007,7.241362572,10.79050159,0.916559398,71.08000183,0.90996182,0.144874275,0.289332151,0.735470712,0.177412212,0.562064052
+Sweden,2008,7.51599741,10.77819538,0.923092127,71.12000275,0.911609292,0.123773865,0.313961208,0.762800634,0.134403035,0.517427444
+Sweden,2009,7.265977383,10.72530842,0.902532995,71.16000366,0.864004612,0.219105303,0.292112172,0.761239767,0.151362836,0.590337634
+Sweden,2010,7.496018887,10.77460003,0.97024262,71.19999695,0.904699981,0.139915511,0.253086656,0.788177967,0.20011203,0.602851212
+Sweden,2011,7.382232189,10.79850197,0.920521259,71.23999786,0.941115439,0.159968853,0.268513024,0.761534154,0.179151982,0.638707519
+Sweden,2012,7.560147762,10.78520393,0.929397464,71.27999878,0.944382191,0.130443409,0.253543109,0.795511067,0.170226127,0.626497209
+Sweden,2013,7.434010506,10.78853893,0.915648043,71.31999969,0.935910523,0.157398179,0.324481547,0.781510413,0.184420303,0.579855025
+Sweden,2014,7.239147663,10.80484772,0.932719827,71.36000061,0.945273399,0.2002168,0.250389993,0.793269098,0.207688317,0.563272059
+Sweden,2015,7.28892231,10.83818722,0.929459989,71.40000153,0.935072064,0.20964767,0.231964141,0.766197622,0.190991774,0.49930203
+Sweden,2016,7.368744373,10.84611702,0.912060678,71.52500153,0.918036401,0.144198462,0.246182442,0.752162457,0.200606912,0.485791326
+Sweden,2017,7.286804676,10.85799789,0.914016783,71.65000153,0.934582114,0.168727219,0.239366919,0.756171644,0.175066829,0.559461951
+Sweden,2018,7.374792099,10.86569405,0.93067956,71.77500153,0.941724658,0.07513386,0.262796581,0.746743917,0.160755426,0.49439624
+Sweden,2019,7.398092747,10.87522411,0.93364507,71.90000153,0.941515207,0.088857219,0.250087917,0.774585247,0.201999709,0.513281763
+Sweden,2020,7.314341068,10.83807182,0.93558234,72.02500153,0.951181591,0.088199414,0.203440145,0.717195928,0.22193329,0.671078622
+Sweden,2021,7.439280033,10.8734293,0.931819558,72.15000153,0.953379214,0.176988468,0.191473097,0.762894452,0.190008253,0.6335361
+Switzerland,2006,7.473252773,11.06172371,0.951352119,71.16000366,0.91895771,0.286796153,0.407931417,0.742093623,0.211929336,0.631593525
+Switzerland,2009,7.524520874,11.07293224,0.938339293,71.33999634,0.891277194,0.12092869,0.342427015,0.740781784,0.201584592,0.577988505
+Switzerland,2012,7.776208878,11.10405922,0.94686389,71.51999664,0.945428014,0.133984193,0.323240787,0.792705119,0.176007092,0.769940197
+Switzerland,2014,7.492803574,11.1225853,0.958796322,71.63999939,0.949401438,0.055493027,0.283089578,0.78793323,0.188794166,0.75163132
+Switzerland,2015,7.572136879,11.12764454,0.93833375,71.69999695,0.927802444,0.104061969,0.209533513,0.794053614,0.165759072,0.787730038
+Switzerland,2016,7.458519936,11.13696957,0.927628279,71.90000153,0.933947086,0.083346017,0.301562965,0.758317292,0.206316724,0.798536718
+Switzerland,2017,7.473593235,11.14336205,0.949661374,72.09999847,0.924996912,0.174821004,0.316183478,0.733584106,0.195871487,0.819706738
+Switzerland,2018,7.508586884,11.16474724,0.930290997,72.30000305,0.926414549,0.095868193,0.301259965,0.755630374,0.191520154,0.84997946
+Switzerland,2019,7.69422102,11.16965103,0.948512852,72.5,0.913166702,0.030927902,0.293700755,0.742527902,0.170761779,0.80661273
+Switzerland,2020,7.508435249,11.13827229,0.946316481,72.69999695,0.917343259,-0.070486151,0.280367136,0.730246305,0.19322899,0.846330702
+Switzerland,2021,7.327672482,11.16012573,0.934393048,72.90000153,0.907875359,0.026588805,0.286672562,0.74678129,0.182606846,0.837848067
+Syria,2008,5.32333231,8.657538414,0.712369621,68.62000275,0.66075325,0.120647706,0.680203855,0.562246561,0.338427007,
+Syria,2009,4.978970528,8.656476021,0.842402101,66.86000061,0.74825877,0.080905892,0.687760472,0.490969032,0.292455465,
+Syria,2010,4.464707851,8.732948303,0.934231639,65.09999847,0.647047997,0.006974627,0.743093967,0.489091724,0.224643707,
+Syria,2011,4.037889481,8.735453606,0.575722337,63.34000015,0.530432761,0.129438937,0.740585506,0.521413982,0.495505452,
+Syria,2012,3.164491177,8.577606201,0.588395178,61.58000183,0.466770619,0.314429253,0.672964215,0.451004714,0.704589665,
+Syria,2013,2.687552929,8.418934822,0.585450053,59.81999969,0.45488289,0.22351329,0.663430989,0.353619248,0.622229934,
+Syria,2015,3.46191287,8.492067337,0.463912874,56.29999924,0.448270857,0.040822163,0.685236931,0.363018543,0.642588735,
+Taiwan Province of China,2006,6.189050198,10.60169029,0.882246196,68.68000031,0.629909635,-0.031388704,0.845849812,0.6825158,0.094316125,0.277935207
+Taiwan Province of China,2008,5.547682285,10.60038757,0.83000499,69.13999939,0.641715348,-0.018701382,0.784831822,0.682018161,0.169156894,0.41673243
+Taiwan Province of China,2010,6.228530884,10.68094063,0.831412911,69.59999847,0.676587284,0.002988747,0.821364701,0.738164246,0.135867342,0.433026195
+Taiwan Province of China,2011,6.308915138,10.6934166,0.862520754,,0.761488199,0.033636007,0.754584312,0.727105975,0.112288088,0.472066849
+Taiwan Province of China,2012,6.125916958,10.7178812,0.825072408,,0.698195159,0.0191098,0.802829146,0.701637328,0.140010804,0.33514151
+Taiwan Province of China,2013,6.340344429,10.72353172,0.816992879,,0.690070868,0.000911776,0.841231883,0.754478216,0.124444835,0.264499396
+Taiwan Province of China,2014,6.36349678,10.74941063,0.870011866,,0.692899764,0.092918329,0.865740597,0.767370105,0.108366139,0.270723104
+Taiwan Province of China,2015,6.450088024,10.77875996,0.885388851,,0.700810492,0.020642994,0.857194841,0.750357687,0.129348695,0.270259619
+Taiwan Province of China,2016,6.512850761,10.76804733,0.894989252,,0.718925178,-0.045144886,0.810521007,0.742680013,0.108305417,0.404713333
+Taiwan Province of China,2017,6.359450817,10.77406597,0.891119123,,0.75965476,-0.066123173,0.742780089,0.715303183,0.114123158,0.322822392
+Taiwan Province of China,2018,6.467004776,10.78080177,0.896458745,,0.741032779,-0.175206393,0.735970736,0.745919168,0.092695646,0.311722934
+Taiwan Province of China,2019,6.537089825,10.7974596,0.893430591,,0.814484477,-0.127218142,0.71811235,0.76209718,0.093412384,0.431494951
+Taiwan Province of China,2020,6.751067638,,0.900832534,,0.798834741,,0.710567415,0.74316889,0.082736954,0.579726934
+Taiwan Province of China,2021,6.246744156,,0.866297543,,0.818467379,,0.675438643,0.667416632,0.122979514,0.437147856
+Tajikistan,2006,4.613099098,7.610441685,0.723840773,60.5,0.701759934,-0.092042044,0.768155158,0.49406299,0.194670647,0.803951442
+Tajikistan,2007,4.431608677,7.665516376,0.726655126,60.59999847,0.818355024,-0.003220361,0.658519804,0.619465351,0.133113757,0.861269474
+Tajikistan,2008,5.063986778,7.720915318,0.700900733,60.70000076,0.815954745,0.013926424,0.723376989,0.487898767,0.16043596,0.879889667
+Tajikistan,2009,4.575174809,7.73792696,0.67565304,60.79999924,0.743786514,-0.003029752,0.791703999,0.474870116,0.203190178,0.834126532
+Tajikistan,2010,4.380636215,7.77905798,0.759163022,60.90000153,0.78449589,0.058086708,0.678527772,0.482640594,0.191733032,0.909929097
+Tajikistan,2011,4.262671471,7.828100681,0.750738382,61.0,0.776179969,-0.12265639,0.67219919,0.573455215,0.165632233,0.890875399
+Tajikistan,2012,4.496571541,7.877645493,0.728590906,61.09999847,0.749034524,-0.076575212,0.717097759,0.583021522,0.19819133,0.921518028
+Tajikistan,2013,4.966521263,7.925821304,0.700642824,61.20000076,0.693119764,0.059513111,0.76423651,0.578209102,0.169620931,0.892602265
+Tajikistan,2014,4.896157742,7.967002869,0.809826255,61.29999924,0.852732241,-0.00237989,0.698430777,0.586818874,0.196153805,0.830833197
+Tajikistan,2015,5.124210835,8.001185417,0.843932509,61.40000153,0.84654212,0.018107265,0.741689622,0.633298099,0.195661336,0.874170899
+Tajikistan,2016,5.103721142,8.043423653,0.856656969,61.54999924,0.703026891,0.005658198,0.631887853,0.587447524,0.219799668,0.844887733
+Tajikistan,2017,5.829234123,8.087311745,0.662693322,61.70000076,0.832002461,0.120571047,0.71833688,0.580617487,0.277725339,0.92979306
+Tajikistan,2018,5.497468948,8.136027336,0.875243485,61.84999847,,-0.06876877,0.577945948,0.63173908,0.219793811,
+Tajikistan,2019,5.464015484,8.183512688,0.87982291,62.0,,-0.048814412,0.490029365,0.663062751,0.178497195,
+Tajikistan,2020,5.373398781,8.204555511,0.789744556,62.15000153,,-0.0494681,0.549786448,0.651893914,0.344161272,
+Tajikistan,2021,5.286824226,8.250254631,0.882888913,62.29999924,,-0.064693846,0.498924732,0.655013323,0.240199998,
+Tanzania,2006,3.922484159,7.485085964,0.782916188,50.75999832,0.786858559,-0.02668719,0.649104774,0.725443363,0.20923847,0.810298979
+Tanzania,2007,4.317949772,7.522392273,0.707851589,51.41999817,0.715832293,-0.012348179,0.706752419,0.702123582,0.219852954,0.724731684
+Tanzania,2008,4.384741783,7.549336433,0.77436012,52.08000183,0.562211752,0.256295413,0.930031776,0.739763379,0.178047031,0.51525718
+Tanzania,2009,3.407507896,7.572009563,0.836828411,52.74000168,0.606549144,0.308808595,0.902627051,0.733148217,0.160527438,0.680313766
+Tanzania,2010,3.229129076,7.604382038,0.812531769,53.40000153,0.597121656,0.139381424,0.866263866,0.666602314,0.146118715,0.640798569
+Tanzania,2011,4.073562145,7.648871422,0.882530153,54.06000137,0.73603034,-0.045770295,0.81637615,0.719679892,0.145141155,0.564787149
+Tanzania,2012,4.006897449,7.66318655,0.832056403,54.72000122,0.577453315,0.213656202,0.886997938,0.641209841,0.195307106,0.414645106
+Tanzania,2013,3.852394819,7.698914051,0.803418577,55.38000107,0.654182136,0.054775681,0.859005868,0.707001388,0.19128789,0.518418312
+Tanzania,2014,3.483278513,7.734104633,0.789081037,56.04000092,0.654125094,0.110772185,0.877885878,0.693071842,0.241430685,0.645994246
+Tanzania,2015,3.660597324,7.763930321,0.79026258,56.70000076,0.758684695,0.148971558,0.906422615,0.606502652,0.191747963,0.68432039
+Tanzania,2016,2.90273428,7.800424099,0.63775593,57.15000153,0.77548492,0.179018885,0.739247262,0.649170816,0.245985955,0.899560869
+Tanzania,2017,3.347121239,7.836213112,0.705010295,57.59999847,0.800495505,0.115722209,0.653606057,0.662317872,0.255335689,0.913339019
+Tanzania,2018,3.445023298,7.859490871,0.6753304,58.04999924,0.807142138,0.153373837,0.611534059,0.701750636,0.221005499,0.914648473
+Tanzania,2019,3.640154839,7.886239529,0.687267542,58.5,0.850132525,0.100552306,0.589293599,0.679453611,0.243097946,0.91315937
+Tanzania,2020,3.785684109,7.876765728,0.739817083,58.95000076,0.830343485,0.295764565,0.520631671,0.667273879,0.271117926,0.905542135
+Tanzania,2021,3.68056798,7.889876366,0.618984401,59.40000153,0.821772814,0.113013744,0.546387076,0.648245037,0.246362492,0.89139092
+Thailand,2006,5.88543272,9.460155487,0.894326627,66.37999725,0.863195002,0.330216438,0.934745491,0.749904871,0.164122775,0.498704374
+Thailand,2007,5.783891201,9.507482529,0.888634205,66.55999756,0.870159268,0.389657587,0.897752762,0.783649325,0.180010006,0.479080051
+Thailand,2008,5.636471272,9.519333839,0.831711292,66.73999786,0.867833734,0.424182832,0.933372617,0.777418733,0.145058736,0.406274229
+Thailand,2009,5.475645065,9.507368088,0.89324528,66.91999817,0.868223727,0.523619711,0.903822482,0.8082816,0.166086391,0.511181891
+Thailand,2010,6.216702938,9.57491684,0.897651255,67.09999847,0.859636426,0.534634352,0.916693389,0.821447611,0.181523174,0.683404207
+Thailand,2011,6.663609028,9.578482628,0.884350836,67.27999878,0.92688185,0.398804367,0.923195601,0.834183812,0.116675928,0.539867997
+Thailand,2012,6.300235271,9.643714905,0.906098127,67.45999908,0.846932828,0.378443688,0.908612072,0.732703328,0.137503058,0.702815235
+Thailand,2013,6.231024742,9.665697098,0.926377833,67.63999939,0.781081975,0.454790682,0.925430059,0.781871855,0.140830517,0.506152332
+Thailand,2014,6.985463619,9.671185493,0.933167398,67.81999969,0.899846315,0.551079869,0.919834435,0.768266082,0.16873844,0.720304966
+Thailand,2015,6.201762676,9.698023796,0.866324544,68.0,0.884916544,0.314481497,0.913651109,0.883586407,0.174081355,0.657713354
+Thailand,2016,6.07363987,9.728068352,0.907543659,68.07499695,0.924145699,0.354220152,0.877978384,0.810856104,0.217879668,0.645925045
+Thailand,2017,5.938895226,9.765543938,0.877268732,68.15000153,0.922896802,0.210880578,0.883816779,0.775898397,0.231597617,0.605078816
+Thailand,2018,6.011561871,9.803431511,0.873052418,68.22499847,0.90482825,0.257171512,0.906596005,0.782850683,0.198190212,0.605364442
+Thailand,2019,6.02215147,9.823007584,0.903051019,68.30000305,0.898244619,0.307212681,0.87703979,0.791796386,0.208183601,0.467234045
+Thailand,2020,5.884544373,9.757576942,0.866702616,68.375,0.840463281,0.272294849,0.918340027,0.770296693,0.326168567,0.333083987
+Thailand,2021,5.638096809,9.765044212,0.882821918,68.44999695,0.835590303,0.293198258,0.943129361,0.71892941,0.297737539,0.239433169
+Togo,2006,3.202429295,7.360736847,0.435413569,50.24000168,0.628228486,-0.026084414,0.849971652,0.570732355,0.348204553,0.319889128
+Togo,2008,2.807855129,7.334606171,0.291333675,51.11999893,0.286814392,-0.074143589,0.931986213,0.397701234,0.378714591,0.170060903
+Togo,2011,2.936220884,7.428842068,0.302955091,52.43999863,0.584088326,-0.089425087,0.832003653,0.47878173,0.395362616,0.512031615
+Togo,2014,2.83895874,7.530094624,0.444339007,53.75999832,0.663193226,-0.104406811,0.79534179,0.536514223,0.442813188,0.47710976
+Togo,2015,3.768301964,7.560324669,0.478593409,54.20000076,0.771577239,-0.088407077,0.733261764,0.59704268,0.415780723,0.500700116
+Togo,2016,3.878578424,7.589238644,0.509440958,54.70000076,0.730286777,-0.026688157,0.815044165,0.610478222,0.482885897,0.485859901
+Togo,2017,4.360805035,7.607004166,0.507805228,55.20000076,0.716694415,-0.061941013,0.725519598,0.614387572,0.425824255,0.48495236
+Togo,2018,4.022894859,7.631108761,0.596353889,55.70000076,0.611966252,-0.026699353,0.808537722,0.601868391,0.446454376,0.323221207
+Togo,2019,4.179493904,7.660067081,0.53870219,56.20000076,0.617419779,0.044817887,0.736675024,0.606394589,0.443869889,0.424144924
+Togo,2021,4.036543846,7.679789543,0.603399694,57.20000076,0.618520677,0.041643929,0.765818477,0.627953172,0.417280585,0.547805727
+Trinidad and Tobago,2006,5.832188606,10.22275448,0.886789143,61.77999878,0.840088725,0.139477655,0.917428493,0.75001967,0.229044273,0.313278943
+Trinidad and Tobago,2008,6.696444035,10.29346371,0.858300388,62.54000092,0.838140428,0.084594443,0.958828151,0.802126884,0.183789805,0.287057579
+Trinidad and Tobago,2011,6.518745899,10.26189995,0.862838507,63.68000031,0.775391877,0.075551368,0.899956524,0.826687574,0.134090632,0.520987928
+Trinidad and Tobago,2013,6.167706966,10.28353214,0.883180499,64.44000244,0.846941471,0.125737727,0.947674036,0.763941884,0.285929441,0.383484423
+Trinidad and Tobago,2017,6.191859722,10.17894363,0.916029036,65.69999695,0.859140456,0.013150532,0.911336362,0.763025999,0.248098806,0.272540897
+Tunisia,2009,5.025470257,9.262184143,,66.22000122,0.781496286,-0.124317981,0.722210646,,,
+Tunisia,2010,5.130520821,9.286338806,0.863187671,66.30000305,0.623592854,-0.140940055,0.732379258,0.696831405,0.248912811,0.903174698
+Tunisia,2011,4.87648201,9.259581566,0.714891434,66.37999725,0.603123665,-0.204654694,0.912656903,0.513189495,0.248196974,0.472290635
+Tunisia,2012,4.463531017,9.288228989,0.614422798,66.45999908,0.567737222,-0.182123661,0.899453163,0.490396291,0.326999813,0.435219467
+Tunisia,2013,5.245604992,9.299713135,0.647967458,66.54000092,0.536287725,-0.212311119,0.886026919,0.434686065,0.23915638,0.320763677
+Tunisia,2014,4.763594627,9.316404343,0.680260599,66.62000275,0.588934243,-0.237159252,0.783134162,0.423616856,0.320770472,0.391600043
+Tunisia,2015,5.131611824,9.315857887,0.60947001,66.69999695,0.711373389,-0.231125236,0.814824998,0.513881803,0.319542259,0.480274767
+Tunisia,2016,4.521453381,9.315940857,0.701822102,66.75,0.614438355,-0.170014217,0.810745656,0.531927884,0.378108263,0.347431242
+Tunisia,2017,4.124342918,9.32674408,0.717381597,66.80000305,0.477956653,-0.223903403,0.868826747,0.366641402,0.377196848,0.250827312
+Tunisia,2018,4.741132259,9.340084076,0.732953548,66.84999847,0.649680078,-0.19626759,0.84011662,0.535870433,0.365014285,0.349490464
+Tunisia,2019,4.315479755,9.342869759,0.609589279,66.90000153,0.659331739,-0.214329869,0.88890475,0.458863199,0.433413476,0.286565632
+Tunisia,2020,4.730811119,9.236014366,0.719013214,66.94999695,0.667758107,-0.203303069,0.877354085,0.519344747,0.438774347,0.29391408
+Tunisia,2021,4.49948597,9.254252434,0.711321533,67.0,0.591229916,-0.201641768,0.932745636,0.451362312,0.335503727,0.317189902
+Turkey,2005,4.718733788,9.812011719,0.819936395,66.09999847,0.623114944,,0.876998603,0.478679717,,0.595773637
+Turkey,2007,5.623471737,9.903971672,0.792272806,66.41999817,0.459311515,-0.180076018,0.799733341,0.592484176,0.395127177,0.557877839
+Turkey,2008,5.118231773,9.90013504,0.644873619,66.58000183,0.415497869,-0.190620467,0.785390556,0.510493875,0.345338136,0.597622991
+Turkey,2009,5.212841511,9.837963104,0.754645526,66.73999786,0.455817074,-0.228776559,0.852887154,0.454365164,0.316301852,
+Turkey,2010,5.490347385,9.904870033,0.794905484,66.90000153,0.514920354,-0.188875675,0.810895741,0.53223002,0.327065974,0.545994282
+Turkey,2011,5.271944046,9.995715141,0.691901684,67.05999756,0.445606649,-0.243694663,0.648596227,0.512297988,0.379784316,0.596201837
+Turkey,2012,5.309076309,10.02617741,0.739280581,67.22000122,0.470903218,-0.217455015,0.701850235,0.506105602,0.334832817,0.53099966
+Turkey,2013,4.888177395,10.0906992,0.795451164,67.37999725,0.540723383,-0.231246844,0.698064804,0.551321387,0.391873837,0.538311779
+Turkey,2014,5.579794407,10.12188911,0.863288283,67.54000092,0.649196088,-0.025484888,0.764013529,0.409512967,0.377324939,0.556478322
+Turkey,2015,5.514465332,10.16425991,0.851224601,67.69999695,0.653196752,-0.018104551,0.806076229,0.390979111,0.382290989,0.48608464
+Turkey,2016,5.326221943,10.18055058,0.879994631,67.875,0.64414674,-0.066953763,0.763706565,0.413586646,0.389962941,0.583728254
+Turkey,2017,5.607262135,10.23687744,0.876467824,68.05000305,0.644434214,-0.239201561,0.670910537,0.39316678,0.312846124,0.586161256
+Turkey,2018,5.185689449,10.25126839,0.847027302,68.22499847,0.528629065,-0.177682102,0.804878533,0.37929222,0.350773096,0.513677061
+Turkey,2019,4.87207365,10.24697971,0.791656196,68.40000153,0.631083786,-0.137710899,0.760442197,0.34748134,0.368088663,0.561260879
+Turkey,2020,4.861554146,10.25391388,0.856730223,68.57499695,0.510385871,-0.115433984,0.774417162,0.331563056,0.440387309,0.553262174
+Turkey,2021,4.366639614,10.3303709,0.736194909,68.75,0.44652763,-0.033108227,0.810165942,0.297092021,0.470578879,0.426014364
+Turkmenistan,2009,6.567713261,8.989171028,0.923845649,59.77999878,,-0.102556907,,0.695308208,0.151583612,
+Turkmenistan,2011,5.791754723,9.181697845,0.964418709,60.41999817,,0.017343871,,0.576615632,0.122067995,
+Turkmenistan,2012,5.463827133,9.268986702,0.945841253,60.74000168,0.78556335,-0.12394692,,0.540799439,0.1168807,
+Turkmenistan,2013,5.391762733,9.347593307,0.845733166,61.06000137,0.704529464,-0.072656967,,0.551942766,0.159606159,
+Turkmenistan,2014,5.787379265,9.427173615,0.908927441,61.38000107,0.804678082,0.030687394,,0.613807082,0.153949738,
+Turkmenistan,2015,5.791460037,9.472207069,0.960158467,61.70000076,0.701358378,0.091449514,,0.633318007,0.301038891,
+Turkmenistan,2016,5.887051582,9.515066147,0.929032266,61.79999924,0.7485044,0.003258455,,0.55969739,0.255499244,
+Turkmenistan,2017,5.229148865,9.561350822,0.908454895,61.90000153,0.720399201,0.064631522,,0.487965137,0.349627674,
+Turkmenistan,2018,4.620601654,9.605442047,0.984488964,62.0,0.857774079,0.258207917,,0.567175508,0.189024538,
+Turkmenistan,2019,5.474299908,9.651070595,0.981501758,62.09999847,0.891526878,0.283395261,,0.49389109,0.183343247,
+Uganda,2006,3.733583927,7.377268314,0.760255516,48.74000168,0.746722817,-0.040931955,0.80658859,0.55203253,0.254417956,0.582253158
+Uganda,2007,4.45583868,7.426523209,0.844879091,49.58000183,0.707960546,-0.00076893,0.880528808,0.670486212,0.227878153,0.579155207
+Uganda,2008,4.568619251,7.478466034,0.812828124,50.41999817,0.577933729,-0.054819308,0.848458529,0.623278558,0.239572912,0.495678872
+Uganda,2009,4.611985683,7.512592793,0.852087021,51.25999832,0.760231495,-0.037424661,0.840422809,0.594162881,0.296115577,0.479615837
+Uganda,2010,4.192882061,7.535571098,0.830155492,52.09999847,0.800667286,-0.014716002,0.854991913,0.627986968,0.251241982,0.662705898
+Uganda,2011,4.826001167,7.593511105,0.881751359,52.93999863,0.732973993,0.031412538,0.830123901,0.618214846,0.25448221,0.52145654
+Uganda,2012,4.309237957,7.599359989,0.884721696,53.77999878,0.649463236,0.081028603,0.837545872,0.708792746,0.265322387,0.396223307
+Uganda,2013,3.709578753,7.602262974,0.878275216,54.61999893,0.76302135,0.052618086,0.820480824,0.646537483,0.34635675,0.577862203
+Uganda,2014,3.769919157,7.61853838,0.821205795,55.45999908,0.834174395,0.009159208,0.897995412,0.634924591,0.396719784,0.57691586
+Uganda,2015,4.237686634,7.634138584,0.746633112,56.29999924,0.757835329,0.134926781,0.872740388,0.678660333,0.352847546,0.604114532
+Uganda,2016,4.233261108,7.644271851,0.753540218,56.77500153,0.739409745,0.131622881,0.811069787,0.664561212,0.410066664,0.671565831
+Uganda,2017,4.000516891,7.637548923,0.739956141,57.25,0.772344112,0.060091436,0.81577003,0.688604355,0.400025725,0.655109107
+Uganda,2018,4.321714878,7.661429405,0.739841044,57.72499847,0.728512764,0.079168208,0.856106222,0.686664224,0.390319228,0.50385344
+Uganda,2019,4.948051453,7.688409328,0.805487394,58.20000076,0.704376638,0.139115021,0.825612605,0.689078808,0.385220796,0.558205307
+Uganda,2020,4.640909672,7.684798241,0.800461173,58.67499924,0.687482119,0.147443846,0.877587259,0.705435634,0.424706668,0.48086071
+Uganda,2021,4.224533558,7.685560226,0.793349564,59.15000153,0.710621119,0.088556364,0.835011721,0.699308991,0.358832955,0.558759928
+Ukraine,2006,4.803954124,9.380307198,0.852453351,60.91999817,0.623814106,-0.258348167,0.929431498,0.551184297,0.249234051,0.15470925
+Ukraine,2007,5.25218153,9.459465981,0.820094347,61.24000168,0.493922472,-0.241989061,0.967939556,0.558919847,0.207651809,0.078787297
+Ukraine,2008,5.172380447,9.487659454,0.860013783,61.56000137,0.486626983,-0.266052991,0.929175198,0.544517279,0.185805932,0.159723967
+Ukraine,2009,5.1656394,9.332415581,0.845293224,61.88000107,0.460348487,-0.242595628,0.962244451,0.544606388,0.189013854,0.086690761
+Ukraine,2010,5.057561398,9.374014854,0.883555114,62.20000076,0.483833194,-0.189893872,0.953752279,0.472101361,0.227200434,0.263286889
+Ukraine,2011,5.083132744,9.430825233,0.859458685,62.52000046,0.57866931,-0.228899032,0.932535291,0.538531721,0.21964775,0.236262515
+Ukraine,2012,5.030342102,9.435678482,0.897573471,62.84000015,0.563649774,-0.224404335,0.896237016,0.508998454,0.192819074,0.236936122
+Ukraine,2013,4.710802555,9.437688828,0.896510422,63.15999985,0.568715692,-0.217579514,0.937324286,0.571862519,0.224595502,0.189184397
+Ukraine,2014,4.297329903,9.42617321,0.876760185,63.47999954,0.533267498,0.082546845,0.926788926,0.542552173,0.248560056,0.242528632
+Ukraine,2015,3.964542866,9.326973915,0.909439743,63.79999924,0.43059203,-0.034591272,0.952472746,0.531036317,0.241075858,0.084303714
+Ukraine,2016,4.028690338,9.35310936,0.884961367,63.92499924,0.5025419,0.009298615,0.891075134,0.549968243,0.219624251,0.125653401
+Ukraine,2017,4.311067104,9.381864548,0.858324885,64.05000305,0.598875523,-0.003518478,0.936764002,0.528048277,0.234763831,0.11093653
+Ukraine,2018,4.661909103,9.42043972,0.900936723,64.17500305,0.663055062,-0.075647846,0.942960739,0.550485551,0.221851483,0.079710059
+Ukraine,2019,4.701762199,9.45788765,0.88272649,64.30000305,0.715311766,-0.082320653,0.885004938,0.548534453,0.201131731,0.374282002
+Ukraine,2020,5.269675732,9.423596382,0.884686291,64.42500305,0.784273446,0.1253694,0.945668995,0.628791153,0.284736186,0.230166271
+Ukraine,2021,5.311355114,9.462496758,0.879308522,64.55000305,0.769904315,0.170837387,0.922350943,0.574909985,0.25038904,0.213765517
+United Arab Emirates,2006,6.734221935,11.36704254,0.903410435,64.86000061,0.89755702,-0.035607766,0.203358769,0.693962455,0.275255412,
+United Arab Emirates,2009,6.866062641,10.97463608,0.885089338,65.04000092,0.848821878,0.016304919,0.338876456,0.718198836,0.287074417,
+United Arab Emirates,2010,7.097455502,10.91366577,0.911762357,65.09999847,0.877750754,0.054068744,0.355115891,0.70074904,0.23301357,
+United Arab Emirates,2011,7.118701458,10.9352932,0.881368935,65.16000366,0.889463484,0.068592265,,0.701554298,0.215870038,
+United Arab Emirates,2012,7.217766762,10.95761395,0.855876803,65.22000122,0.919792593,,,0.719470143,0.223985344,
+United Arab Emirates,2013,6.620951176,11.00076771,0.863715768,65.27999878,0.93597883,,,,0.29111284,
+United Arab Emirates,2014,6.539854527,11.04215622,,65.33999634,,,,,,
+United Arab Emirates,2015,6.568397522,11.0862484,0.824136674,65.40000153,0.915036201,0.198217675,,0.722089231,0.295732975,
+United Arab Emirates,2016,6.83095026,11.10512066,0.849379838,65.55000305,0.949119508,0.128201544,,0.739080667,0.244667903,
+United Arab Emirates,2017,7.039419651,11.11518478,0.83552736,65.69999695,0.962016642,0.212975577,,0.737348914,0.207598448,
+United Arab Emirates,2018,6.603743553,11.11197376,0.851041317,65.84999847,0.943664372,0.051108081,,0.722823083,0.302041829,
+United Arab Emirates,2019,6.710782528,11.13113308,0.861533284,66.0,0.911419511,0.124636106,,0.730051637,0.283763289,
+United Arab Emirates,2020,6.458392143,11.05563164,0.826755583,66.15000153,0.9421615,0.057012815,,0.70239532,0.298480302,
+United Arab Emirates,2021,6.733067513,11.07025528,0.826060593,66.30000305,0.95132792,0.158868521,,0.696669996,0.217109919,
+United Kingdom,2005,6.983556747,10.66410446,0.978839755,69.09999847,0.922354519,,0.398456872,0.779467702,0.261732221,0.494749576
+United Kingdom,2007,6.801930904,10.69692135,0.969869673,69.22000122,0.83833164,0.333944201,0.498093426,0.686200142,0.241052061,0.363637656
+United Kingdom,2008,6.986463547,10.68665123,0.953838587,69.27999878,0.759144187,0.328796566,0.547769129,0.723952413,0.218296558,0.324165732
+United Kingdom,2009,6.90654707,10.63568592,0.964428782,69.33999634,0.816228807,0.339177281,0.558927298,0.739177883,0.231028661,0.384066552
+United Kingdom,2010,7.029364109,10.64893723,0.955068171,69.40000153,0.841306746,0.4007532,0.586813152,0.753458798,0.176342949,0.50351125
+United Kingdom,2011,6.869248867,10.65559196,0.94871068,69.45999908,0.899774432,0.333674401,0.437595308,0.742470384,0.173908412,0.467890024
+United Kingdom,2012,6.880784035,10.6632309,0.934574962,69.51999664,0.888970494,0.368919432,0.425169915,0.738626719,0.184244528,0.421262175
+United Kingdom,2013,6.918055058,10.67525673,0.936884105,69.58000183,0.905278027,0.344083041,0.568043172,0.71891278,0.252095789,0.379231632
+United Kingdom,2014,6.758147717,10.69736576,0.910247326,69.63999939,0.85703969,0.352245212,0.484118432,0.740233481,0.251140326,0.422672093
+United Kingdom,2015,6.515445232,10.71533012,0.935985744,69.69999695,0.832926095,0.297409564,0.456133723,0.739562273,0.219261855,0.456811696
+United Kingdom,2016,6.8242836,10.73013306,0.954068184,69.80000305,0.821192145,0.247357115,0.458313286,0.732421219,0.22958678,0.40863207
+United Kingdom,2017,7.103273392,10.74445915,0.937495291,69.90000153,0.812733293,0.28810212,0.418611348,0.712404668,0.20957242,0.440120846
+United Kingdom,2018,7.233445168,10.75477505,0.928483903,70.0,0.83750838,0.222921923,0.404276013,0.736233234,0.228275612,0.420859873
+United Kingdom,2019,7.157151222,10.76571465,0.942681074,70.09999847,0.85403955,0.267002612,0.485092282,0.738786042,0.251014441,0.340828866
+United Kingdom,2020,6.798177242,10.65809631,0.929353237,70.19999695,0.884624004,0.197765857,0.490203947,0.717481315,0.224655122,0.346972853
+United Kingdom,2021,6.866961956,10.71970272,0.854029596,70.30000305,0.815077186,0.254903495,0.447526574,0.683882475,0.265625894,0.394753993
+United States,2006,7.18179369,10.92176342,0.964571774,66.77999878,0.911496103,,0.600308657,0.774832726,0.260510951,0.558028817
+United States,2007,7.512687683,10.93084049,,66.76000214,0.871903777,0.194548056,0.633035123,0.755915344,0.231679291,0.393245459
+United States,2008,7.280385971,10.92001534,0.952587247,66.73999786,0.877956271,0.252166301,0.668495476,0.774229228,0.226823047,0.379220605
+United States,2009,7.158032417,10.88555431,0.911793768,66.72000122,0.830683827,0.198148772,0.665393829,0.75276643,0.2616615,0.503047287
+United States,2010,7.16361618,10.90257263,0.926158726,66.69999695,0.828044355,0.241412714,0.689582586,0.776060641,0.231052637,0.418275833
+United States,2011,7.115138531,10.91069412,0.921705008,66.68000031,0.863202393,0.158172861,0.696925759,0.736950576,0.273378521,0.382531583
+United States,2012,7.026226997,10.92560387,0.903192282,66.66000366,0.822662294,0.212177798,0.71003443,0.76451987,0.259643853,0.348855615
+United States,2013,7.249285221,10.93692875,0.92539686,66.63999939,0.79225564,0.271387607,0.746894062,0.776115954,0.260328352,0.288647503
+United States,2014,7.151114464,10.95454121,0.902097046,66.62000275,0.866076887,0.218748942,0.702267468,0.785790622,0.281265348,0.348671198
+United States,2015,6.863946915,10.9774704,0.903571069,66.59999847,0.848753452,0.2167162,0.697542608,0.768670917,0.274687767,0.346936464
+United States,2016,6.803599834,10.98719311,0.896751285,66.47499847,0.757893085,0.141199946,0.738919556,0.736573935,0.264203817,0.297205657
+United States,2017,6.9917593,11.00392532,0.921002865,66.34999847,0.868496716,0.194373697,0.681191266,0.754558206,0.268269062,0.386535019
+United States,2018,6.882684708,11.02818584,0.903856039,66.22499847,0.824606657,0.113105349,0.709928274,0.757445514,0.292226255,0.3138161
+United States,2019,6.943701267,11.04501343,0.916691124,66.09999847,0.836139023,0.141378984,0.706715524,0.755090654,0.243833661,0.362774432
+United States,2020,7.028088093,11.00440502,0.937369823,65.97499847,0.850447297,0.031072685,0.678124607,0.721989095,0.295499027,0.464917094
+United States,2021,6.959087849,11.05517292,0.920008719,65.84999847,0.815734804,0.192203477,0.686591566,0.739682019,0.277191907,0.404625207
+Uruguay,2006,5.785868168,9.628303528,0.911876857,66.77999878,0.806579232,-0.120117672,0.476627111,0.701122224,0.306158066,0.652353764
+Uruguay,2007,5.693945885,9.689760208,0.874576509,66.86000061,0.786248624,-0.172633171,0.614029229,0.709920585,0.273572266,0.610193133
+Uruguay,2008,5.663869858,9.75652504,0.879113853,66.94000244,0.807930231,-0.150573879,0.596766949,0.684607685,0.26400578,0.590951741
+Uruguay,2009,6.296222687,9.795257568,0.923861444,67.01999664,0.82504946,-0.126018703,0.543947875,0.722020388,0.254544437,0.655707836
+Uruguay,2010,6.062010765,9.867535591,0.893039763,67.09999847,0.832241356,-0.165847778,0.47137624,0.738478601,0.231179178,0.728630126
+Uruguay,2011,6.554047108,9.914999962,0.891282439,67.18000031,0.851441562,-0.087857969,0.556286037,0.702420473,0.252250046,0.631276906
+Uruguay,2012,6.449728489,9.946791649,0.864693701,67.26000214,0.870590031,0.05923273,0.615349591,0.691910923,0.214202747,0.584287286
+Uruguay,2013,6.444464684,9.989032745,0.917279661,67.33999634,0.888278008,-0.051038645,0.585632265,0.742915869,0.253228515,0.524399817
+Uruguay,2014,6.561443806,10.01766586,0.901897848,67.41999817,0.904332876,-0.080716275,0.53349489,0.788126111,0.251498908,0.595346212
+Uruguay,2015,6.628080368,10.01796913,0.891493499,67.5,0.916879654,-0.040205676,0.673475683,0.811901748,0.299538106,0.550558805
+Uruguay,2016,6.171485424,10.03117752,0.900380909,67.5,0.886371911,-0.079895355,0.676212788,0.734732747,0.283180267,0.423132598
+Uruguay,2017,6.336009979,10.04367828,0.91380167,67.5,0.897851646,-0.09868212,0.626581967,0.742276073,0.280323356,0.413032115
+Uruguay,2018,6.371714592,10.04477406,0.917315602,67.5,0.876210928,-0.10364034,0.682916045,0.774895191,0.274945587,0.361706048
+Uruguay,2019,6.600337029,10.04467201,0.933470964,67.5,0.902678788,-0.101878576,0.599399626,0.763834417,0.221730188,0.551632583
+Uruguay,2020,6.309681416,9.980838776,0.921070337,67.5,0.907761931,-0.088905007,0.491007835,0.720520616,0.264692068,0.665177822
+Uruguay,2021,6.501700401,10.01091671,0.913873136,67.5,0.8987239,-0.047106676,0.60564214,0.746208131,0.26320982,0.485830873
+Uzbekistan,2006,5.232322216,8.255723,0.903066933,61.34000015,0.784301162,-0.120172709,0.608808279,0.650082767,0.195057839,0.891237795
+Uzbekistan,2008,5.311368465,8.402387619,0.894025862,61.81999969,0.831268847,-0.027914839,,0.647092998,0.186682403,
+Uzbekistan,2009,5.26072073,8.462946892,0.904677987,62.06000137,,0.008255917,0.610257804,0.646040261,0.158656552,
+Uzbekistan,2010,5.095342159,8.507943153,0.903226435,62.29999924,,-0.035007056,0.51872021,0.664852977,0.151882708,
+Uzbekistan,2011,5.738744259,8.553657532,0.924071252,62.54000092,0.934132695,0.037294738,0.52186209,0.662584543,0.122773238,
+Uzbekistan,2012,6.019331932,8.607551575,0.933141291,62.77999878,0.913550138,-0.042036925,0.463375092,0.650409043,0.118176885,
+Uzbekistan,2013,5.939986229,8.662359238,0.962780654,63.02000046,0.949539959,-0.038563233,0.433931798,0.686188698,0.130197287,
+Uzbekistan,2014,6.049212456,8.711969376,0.952406049,63.25999832,0.954481184,0.056969784,0.536461055,0.712928891,0.106158175,
+Uzbekistan,2015,5.972364426,8.764227867,0.968225241,63.5,0.979937136,0.370411873,0.470916927,0.778201997,0.103493795,0.973944485
+Uzbekistan,2016,5.892539024,8.804467201,0.945102155,63.79999924,0.983803034,0.204008073,,0.77125746,0.146897659,0.978045106
+Uzbekistan,2017,6.421447754,8.830646515,0.942131102,64.09999847,0.985177755,0.118360005,0.464641601,0.745110095,0.202737495,0.964690447
+Uzbekistan,2018,6.205460072,8.865442276,0.920821011,64.40000153,0.969897985,0.313450247,0.520360112,0.746031344,0.208660305,0.969356358
+Uzbekistan,2019,6.154049397,8.90220356,0.915275931,64.69999695,0.970294535,0.300029099,0.511196852,0.751279771,0.219745517,0.960944533
+Uzbekistan,2020,5.841929913,8.89998436,0.849564791,65.0,0.928216279,0.19511342,0.642043591,0.67792666,0.278508723,0.89849627
+Uzbekistan,2021,6.18530798,8.941695213,0.895503759,65.30000305,0.927415252,0.188774511,0.661561668,0.698459327,0.232672125,0.912673354
+Venezuela,2005,7.169620991,9.316228867,0.955278456,65.5,0.838198006,,0.719800055,0.802928805,0.23301369,0.491368443
+Venezuela,2006,6.525146008,9.467176437,0.946309865,65.45999908,0.798280835,-0.032924365,0.646170914,0.836671948,0.178482935,0.630931258
+Venezuela,2008,6.257771492,9.719097137,0.922433853,65.37999725,0.678400517,-0.227873832,0.776102602,0.818030298,0.224190742,0.53069824
+Venezuela,2009,7.188803196,9.567276001,0.944540977,65.33999634,0.676885664,-0.119559236,0.827593684,0.792498291,0.180226415,0.487303972
+Venezuela,2010,7.47845459,9.747844696,0.931575835,65.30000305,0.768256962,-0.158701017,0.754268944,0.847399771,0.129685894,0.588830411
+Venezuela,2011,6.579789162,9.858507156,0.930619895,65.26000214,0.766335011,-0.230652496,0.77153933,0.823433876,0.19866626,0.518393934
+Venezuela,2012,7.066577435,9.862484932,0.931629658,65.22000122,0.80410856,-0.19701995,0.743374348,0.843570352,0.176307857,0.539273024
+Venezuela,2013,6.552796364,9.801931381,0.896301091,65.18000031,0.64196521,-0.225880206,0.837299705,0.812144101,0.237609103,0.388055533
+Venezuela,2014,6.136096478,9.365731239,0.903955817,65.13999939,0.569961905,-0.186411068,0.826534986,0.796721876,0.243603572,0.202779502
+Venezuela,2015,5.568800449,8.532186508,0.911086857,65.09999847,0.512159348,-0.083916448,0.813096821,0.837068617,0.222635239,0.212657243
+Venezuela,2016,4.041114807,7.602412224,0.901949286,64.92500305,0.457601577,-0.054016482,0.890124679,0.675662339,0.391754121,0.164021522
+Venezuela,2017,5.070750713,5.943209171,0.895879328,64.75,0.635505021,0.056620695,0.843969226,0.697486162,0.362984866,0.241123602
+Venezuela,2018,5.005663395,5.935121536,0.886882067,64.57499695,0.610855222,0.074499331,0.827560008,0.723259926,0.373657614,0.260699689
+Venezuela,2019,5.080803394,5.526723385,0.88767153,64.40000153,0.62552619,0.130596474,0.839340389,0.729552984,0.35095045,0.260136247
+Venezuela,2020,4.573829651,,0.80522424,64.22499847,0.611814618,,0.811319113,0.689349473,0.396250457,0.251202166
+Venezuela,2021,5.107553005,,0.812418044,64.05000305,0.595620394,,0.823898435,0.697586775,0.389350802,0.175912097
+Vietnam,2006,5.293659687,8.33497715,0.887664497,64.18000031,0.885792136,0.014315588,,0.65748477,0.203979179,0.860485971
+Vietnam,2007,5.421687603,8.394412041,0.856022894,64.26000214,0.917835951,0.088890143,0.753933966,,0.205932111,0.906147838
+Vietnam,2008,5.480425358,8.439886093,0.804560363,64.33999634,0.888624668,0.200217381,0.789237559,0.623606741,0.217537612,0.866248786
+Vietnam,2009,5.304264545,8.482665062,0.815026462,64.41999817,0.834133863,-0.062267762,0.837869763,0.480906844,0.189930111,0.863494039
+Vietnam,2010,5.295780659,8.534917831,0.786611378,64.5,0.831494451,-0.006215793,0.74263674,0.670660913,0.215798423,0.850196421
+Vietnam,2011,5.767344475,8.585229874,0.897655129,64.58000183,0.818404377,0.104498833,0.742161632,0.493658513,0.192669109,0.772131264
+Vietnam,2012,5.53456974,8.625956535,0.775008678,64.66000366,0.856053472,-0.110822625,0.814884901,0.546053529,0.221355975,0.856453717
+Vietnam,2013,5.022698879,8.668226242,0.75947696,64.73999786,0.91960746,-0.027623711,0.771245837,0.688877702,0.165225267,0.811746299
+Vietnam,2014,5.084923267,8.7158041,0.792168498,64.81999969,,-0.000576789,,0.633852303,0.240606785,
+Vietnam,2015,5.076315403,8.770013809,0.848676682,64.90000153,,0.0848395,,0.583119392,0.232416138,
+Vietnam,2016,5.062267303,8.819928169,0.876323581,65.0,0.894351125,-0.090526499,0.799240172,0.487257183,0.222550198,
+Vietnam,2017,5.175278664,8.875628471,,65.09999847,,,,,,
+Vietnam,2018,5.295547009,8.934052467,0.83194524,65.19999695,0.909259796,-0.041581027,0.808422983,0.614404261,0.191061363,
+Vietnam,2019,5.467451096,8.992330551,0.847592115,65.30000305,0.95246917,-0.126406267,0.787889242,0.657785714,0.18561019,
+Vietnam,2020,5.462341785,9.011929512,0.764509618,65.40000153,0.944707036,0.085264973,0.791133821,0.699164987,0.286374211,
+Vietnam,2021,5.540249825,9.028701782,0.799493909,65.5,0.896800399,0.126362011,0.797787547,0.650598168,0.28043741,
+Yemen,2007,4.477132797,8.211858749,0.824968934,58.72000122,0.672685325,0.011023121,,0.523651838,0.378784448,0.46513769
+Yemen,2009,4.809258938,8.250217438,0.756429732,58.63999939,0.644228697,-0.050462946,0.832427204,0.510788321,0.374159932,0.552199423
+Yemen,2010,4.35031271,8.413556099,0.726612389,58.59999847,0.659283996,-0.101825811,0.853403211,0.513613045,0.308332771,0.520392537
+Yemen,2011,3.746255636,8.263951302,0.662679553,58.56000137,0.638210595,-0.16851303,0.753882468,0.415944576,0.284862578,0.38704443
+Yemen,2012,4.060600758,8.179214478,0.681678295,58.52000046,0.705815315,-0.166788504,0.793232739,0.412569791,0.262816578,0.598434687
+Yemen,2013,4.217678547,8.166424751,0.693905294,58.47999954,0.542547464,-0.173718959,0.885196507,0.47832936,0.265685052,0.387677372
+Yemen,2014,3.967957973,8.159071922,0.638252258,58.43999863,0.66390872,-0.160432801,0.885429204,0.526576996,0.275673747,0.344929039
+Yemen,2015,2.982673883,7.772318363,0.668683469,58.40000153,0.609980762,-0.133033633,0.829097569,0.458002269,0.321357071,0.263296992
+Yemen,2016,3.825630903,7.552322388,0.775407016,58.17499924,0.532964051,-0.138727307,,0.401007384,0.227924526,0.267581195
+Yemen,2017,3.253560066,7.243477345,0.789555013,57.95000076,0.595190763,-0.122039713,,0.368106306,0.295063585,0.247786984
+Yemen,2018,3.057513952,7.443574429,0.789421916,57.72499847,0.55272609,-0.121567316,0.792586863,0.409409612,0.31486994,0.308151186
+Yemen,2019,4.196912766,7.447972775,0.870042801,57.5,0.651308239,-0.10086716,0.798228264,0.481123149,0.213043228,
+Zambia,2006,4.824454784,7.817306519,0.797664523,46.75999832,0.720971525,-0.005772137,0.78528136,0.663519204,0.226278365,0.526590049
+Zambia,2007,3.998293161,7.870823383,0.687989235,47.41999817,0.682005048,-0.066798382,0.947914422,0.65270865,0.245637134,0.404140472
+Zambia,2008,4.730263233,7.918424129,0.624418199,48.08000183,0.716993749,0.055834536,0.89029932,0.706577241,0.205723315,0.557461917
+Zambia,2009,5.260360718,7.978487492,0.781925559,48.74000168,0.696183026,-0.095903173,0.916553378,0.693196416,0.122658856,0.413417637
+Zambia,2011,4.99911356,8.071308136,0.864022553,50.06000137,0.662850082,0.002790123,0.882149816,0.770685017,0.204069972,0.397612721
+Zambia,2012,5.013374805,8.113507271,0.780022562,50.72000122,0.787760317,0.007609949,0.806394398,0.675891519,0.250368446,0.594113767
+Zambia,2013,5.243995667,8.131443024,0.761311531,51.38000107,0.769912362,-0.104486786,0.732267559,0.726740301,0.307959944,0.552761495
+Zambia,2014,4.345837116,8.146140099,0.706222713,52.04000092,0.811824918,-0.010815023,0.80884099,0.638975799,0.327383965,0.606338799
+Zambia,2015,4.843164444,8.144259453,0.691483498,52.70000076,0.758653641,-0.038898699,0.871019542,0.634061992,0.381731302,0.631103098
+Zambia,2016,4.347543716,8.15130043,0.76704663,53.125,0.811574519,0.122263119,0.770643592,0.687513888,0.372240722,0.696891546
+Zambia,2017,3.932777405,8.156229973,0.74375391,53.54999924,0.823168576,0.140231386,0.739540637,0.660320103,0.387188882,0.717004061
+Zambia,2018,4.041488171,8.16665554,0.717720389,53.97499847,0.79062593,0.048020069,0.810731292,0.662484407,0.350962847,0.606715262
+Zambia,2019,3.306796551,8.152035713,0.637894392,54.40000153,0.811039805,0.077560678,0.831956029,0.673511207,0.394385278,0.589811146
+Zambia,2020,4.837992191,8.094932556,0.766871631,54.82500076,0.750422418,0.057540625,0.809749782,0.679042757,0.344525933,0.589309394
+Zambia,2021,3.082154989,8.087629318,0.619071007,55.25,0.832573771,0.142836854,0.824030817,0.655689895,0.348551363,0.697677791
+Zimbabwe,2006,3.826268435,7.936916351,0.821655512,40.40000153,0.431110412,-0.092398919,0.904756904,0.66866225,0.297146589,0.317073196
+Zimbabwe,2007,3.280246735,7.891471386,0.828113437,41.59999847,0.455957234,-0.098051108,0.946287155,0.588695168,0.264988512,0.225751966
+Zimbabwe,2008,3.174263716,7.687012672,0.843474507,42.79999924,0.343556046,-0.105448671,0.963846326,0.570537865,0.250060171,0.181593537
+Zimbabwe,2009,4.055914402,7.788678646,0.805780947,44.0,0.411089182,-0.093554139,0.930817783,0.660172701,0.218418732,0.285287261
+Zimbabwe,2010,4.681569576,7.954751015,0.856637836,45.20000076,0.664718211,-0.108831823,0.828360796,0.699366033,0.122149915,0.47120136
+Zimbabwe,2011,4.845641613,8.072114944,0.864693522,46.40000153,0.632977962,-0.104004815,0.829800427,0.699490964,0.210543975,0.425926328
+Zimbabwe,2012,4.955100536,8.209274292,0.896476209,47.59999847,0.469531178,-0.118763082,0.8586905,0.613298178,0.17731078,0.407083839
+Zimbabwe,2013,4.690187931,8.211196899,0.799273849,48.79999924,0.575884283,-0.120360069,0.830936551,0.623596251,0.182287797,0.527755439
+Zimbabwe,2014,4.184450626,8.217141151,0.765838981,50.0,0.642033815,-0.090144828,0.820217133,0.66130662,0.239110738,0.56620872
+Zimbabwe,2015,3.70319128,8.218146324,0.735800326,51.20000076,0.667193294,-0.139436543,0.810457349,0.639001906,0.178861097,0.590012372
+Zimbabwe,2016,3.7354002,8.210183144,0.768425405,51.67499924,0.732971489,-0.11089325,0.72361201,0.685255527,0.208554924,0.699344039
+Zimbabwe,2017,3.63830018,8.24160862,0.754147053,52.15000153,0.752826095,-0.113937005,0.751208007,0.733641446,0.224051341,0.682646692
+Zimbabwe,2018,3.616479874,8.274620056,0.775388479,52.625,0.762674868,-0.084747218,0.844208658,0.657523572,0.211725846,0.550507784
+Zimbabwe,2019,2.693523169,8.196997643,0.759162307,53.09999847,0.631907582,-0.08153984,0.830651879,0.658433676,0.235354334,0.456455022
+Zimbabwe,2020,3.159802198,8.117733002,0.717242658,53.57500076,0.643302977,-0.029376142,0.78852278,0.660658062,0.345736384,0.57730186
+Zimbabwe,2021,3.154578209,8.153247833,0.685150504,54.04999924,0.667636156,-0.109439008,0.756945193,0.609917223,0.241681874,0.665703177
diff --git a/exercicios/para-casa/World Happiness Report 2005-2021.csv b/exercicios/para-casa/World Happiness Report 2005-2021.csv
new file mode 100644
index 0000000..ae19ee5
--- /dev/null
+++ b/exercicios/para-casa/World Happiness Report 2005-2021.csv	
@@ -0,0 +1,2090 @@
+Country name,Year,Life Ladder,Log GDP per capita,Social support,Healthy life expectancy at birth,Freedom to make life choices,Generosity,Perceptions of corruption,Positive affect,Negative affect,Confidence in national government
+Afghanistan,2008,3.723589897,7.302573681,0.450662315,50.5,0.718114316,0.173169285,0.88168633,0.414297044,0.25819549,0.61207211
+Afghanistan,2009,4.401778221,7.472446442,0.55230844,50.79999924,0.678896368,0.195469126,0.850035429,0.481421441,0.23709242,0.611545205
+Afghanistan,2010,4.75838089,7.579182625,0.539075196,51.09999847,0.60012722,0.125859469,0.706766069,0.516906679,0.275323808,0.299357414
+Afghanistan,2011,3.83171916,7.552006245,0.521103561,51.40000153,0.495901406,0.167722777,0.731108546,0.479834676,0.267174691,0.307385713
+Afghanistan,2012,3.782937527,7.637953281,0.520636737,51.70000076,0.530935049,0.241247073,0.775619805,0.613512814,0.267919123,0.435440153
+Afghanistan,2013,3.572100401,7.657502651,0.48355186,52,0.577955365,0.066343978,0.8232041,0.547416985,0.273328096,0.482847273
+Afghanistan,2014,3.130895615,7.650827408,0.525568426,52.29999924,0.508514047,0.109215163,0.871241987,0.491641015,0.374860734,0.409047514
+Afghanistan,2015,3.982854605,7.634465694,0.528597236,52.59999847,0.388927579,0.085082076,0.880638301,0.491409957,0.339276046,0.260557145
+Afghanistan,2016,4.220168591,7.629036903,0.559071779,52.92499924,0.522566199,0.047488227,0.793245554,0.501408756,0.348332286,0.324989557
+Afghanistan,2017,2.66171813,7.629684448,0.490880072,53.25,0.427010864,-0.116068467,0.954392552,0.435269952,0.371326178,0.261178523
+Afghanistan,2018,2.694303274,7.617663383,0.507515848,53.57500076,0.373535544,-0.088124596,0.927605689,0.384561479,0.404904395,0.364666402
+Afghanistan,2019,2.375091791,7.632903099,0.419972867,53.90000153,0.393656164,-0.103466518,0.923849106,0.324107826,0.502473712,0.341482222
+Afghanistan,2021,2.436034441,,0.454174697,54.54999924,0.394305944,,0.946299374,0.178885803,0.60671258,0.255620003
+Albania,2007,4.634251595,9.121523857,0.821371615,66.76000214,0.528604746,-0.00852143,0.874699533,0.488818616,0.24633503,0.300680578
+Albania,2009,5.485469818,9.241250038,0.833046615,67.31999969,0.525223255,-0.157362878,0.863665402,0.564474463,0.279256523,
+Albania,2010,5.268936634,9.282613754,0.73315227,67.59999847,0.568958402,-0.171783119,0.726261675,0.576076567,0.300060242,
+Albania,2011,5.867421627,9.31043911,0.759433806,67.87999725,0.487496257,-0.204296395,0.877002597,0.565758884,0.256576508,
+Albania,2012,5.510124207,9.326163292,0.784501791,68.16000366,0.601512134,-0.168579251,0.847675204,0.553473175,0.271393239,0.364893705
+Albania,2013,4.550647736,9.337965965,0.759476721,68.44000244,0.631830275,-0.126937956,0.862904966,0.54075098,0.338378578,0.338094711
+Albania,2014,4.813763142,9.357625008,0.625586927,68.72000122,0.734648407,-0.024412215,0.882704437,0.572945058,0.334542662,0.49878639
+Albania,2015,4.606650829,9.382481575,0.639356136,69,0.703850687,-0.080608584,0.884793043,0.579071701,0.350426674,0.506978393
+Albania,2016,4.511100769,9.416692734,0.638411462,69.02500153,0.72981894,-0.016784199,0.901070774,0.567079723,0.321705997,0.400909811
+Albania,2017,4.639548302,9.454930305,0.637698293,69.05000305,0.74961102,-0.028629376,0.876134634,0.547240436,0.33388412,0.457737535
+Albania,2018,5.004402637,9.496804237,0.683591664,69.07499695,0.824212313,0.009069982,0.899129391,0.592044652,0.318996727,0.435337961
+Albania,2019,4.995317936,9.521978378,0.686364889,69.09999847,0.777351439,-0.099057563,0.914284289,0.548189282,0.273827374,0.336627871
+Albania,2020,5.364909649,9.487400055,0.710115016,69.125,0.75367105,0.006331214,0.891358972,0.563486159,0.265066117,0.373402834
+Albania,2021,5.25548172,9.562287331,0.70188278,69.15000153,0.827452719,0.044741828,0.896126628,0.553830087,0.25365448,0.472924024
+Algeria,2010,5.46356678,9.30298233,,65.5,0.592695832,-0.207632095,0.618037879,,,
+Algeria,2011,5.317194462,9.312737465,0.810234487,65.59999847,0.529561281,-0.182975382,0.637981653,0.50273627,0.254896641,
+Algeria,2012,5.604595661,9.326657295,0.839396894,65.69999695,0.586663485,-0.174457386,0.690116346,0.540058553,0.22971566,
+Algeria,2014,6.354898453,9.351204872,0.818189442,65.90000153,,,,0.558359206,0.176866099,
+Algeria,2016,5.340853691,9.378068924,0.748588264,66.09999847,,,,0.565025926,0.377111971,
+Algeria,2017,5.248912334,9.370535851,0.806753874,66.19999695,0.436670482,-0.169157222,0.699774206,0.554528713,0.288710028,
+Algeria,2018,5.043086052,9.361401558,0.798651338,66.30000305,0.58338058,-0.148098439,0.758704126,0.533724844,0.292945564,
+Algeria,2019,4.744627476,9.352012634,0.803258657,66.40000153,0.385083437,0.002798254,0.740609348,0.544427812,0.215197757,
+Algeria,2020,5.437755108,9.281300545,0.8676489,66.5,0.573890686,-0.118536152,0.724263668,0.524169207,0.310629755,
+Algeria,2021,5.217017651,9.303516388,0.840710282,66.59999847,0.558486938,-0.111191154,0.711900055,0.498022288,0.257779151,
+Angola,2011,5.589000702,8.945781708,0.723094344,51.22000122,0.583701789,0.054425657,0.911320329,0.666832566,0.361063153,0.23238717
+Angola,2012,4.360249996,8.991772652,0.752592862,51.84000015,0.456028581,-0.136944845,0.906300485,0.590808213,0.304890066,0.237090692
+Angola,2013,3.937106848,9.004610062,0.721590757,52.45999908,0.409554869,-0.104444101,0.816375494,0.650046706,0.370875001,0.547732353
+Angola,2014,3.794837952,9.016735077,0.754615486,53.08000183,0.374541551,-0.168621093,0.83407563,0.595249414,0.367864132,0.572345674
+Argentina,2006,6.312925339,9.941633224,0.938462794,65.81999969,0.733003676,-0.158440441,0.851799488,0.748283088,0.328230023,0.517504096
+Argentina,2007,6.073158264,10.01789188,0.862205565,65.94000244,0.652832627,-0.1426135,0.881057739,0.749825895,0.279007971,0.405823737
+Argentina,2008,5.961034298,10.04773712,0.89219451,66.05999756,0.678222179,-0.133397147,0.864996254,0.719996989,0.318222284,0.286370575
+Argentina,2009,6.424133301,9.976733208,0.918693185,66.18000031,0.63664645,-0.131533578,0.8847422,0.761589587,0.236901477,0.273821533
+Argentina,2010,6.441067219,10.06566048,0.926798582,66.30000305,0.730258167,-0.127563998,0.854695439,0.765480459,0.210975498,0.351856142
+Argentina,2011,6.775805473,10.11243629,0.889073491,66.41999817,0.815802038,-0.175919116,0.754645705,0.768942535,0.231855154,0.607537687
+Argentina,2012,6.468387127,10.09074974,0.901776373,66.54000092,0.747498393,-0.149514794,0.816546202,0.744064212,0.272219121,0.418255478
+Argentina,2013,6.582260132,10.1033268,0.909874201,66.66000366,0.737250388,-0.132035166,0.822900295,0.766156793,0.25420472,0.433749259
+Argentina,2014,6.671114445,10.06688499,0.917870402,66.77999878,0.745057762,-0.166036576,0.854191601,0.769468009,0.237912863,0.408961415
+Argentina,2015,6.69713068,10.08305073,0.926492274,66.90000153,0.881223679,-0.175746441,0.850906193,0.767845273,0.305354923,0.378169239
+Argentina,2016,6.427221298,10.05145645,0.882819116,66.94999695,0.847702205,-0.193624437,0.850924492,0.73173517,0.311646461,0.419561833
+Argentina,2017,6.039330006,10.06888008,0.906699121,67,0.831966162,-0.187793866,0.841052473,0.715182364,0.291717261,0.305430293
+Argentina,2018,5.792796612,10.03219891,0.899911582,67.05000305,0.845894694,-0.212362573,0.855255246,0.73206991,0.320502073,0.261352271
+Argentina,2019,6.085560799,10.00179768,0.89637053,67.09999847,0.817052603,-0.212645262,0.830459774,0.734905839,0.319054842,0.273853004
+Argentina,2020,5.900567055,9.887899399,0.897103846,67.15000153,0.823391616,-0.126742944,0.815780461,0.679316759,0.342496932,0.430758089
+Argentina,2021,5.908278942,9.955421448,0.882304549,67.19999695,0.819479346,-0.008816142,0.816256702,0.684860051,0.345131576,0.326574117
+Armenia,2006,4.289310932,9.043634415,0.681876779,63.84000015,0.520197809,-0.231947526,0.849513113,0.45341751,0.469418824,0.344337493
+Armenia,2007,4.881515503,9.180747986,0.75964433,64.08000183,0.605410755,-0.252209812,0.817444861,0.453751594,0.411717415,0.387620211
+Armenia,2008,4.651972294,9.256032944,0.709485531,64.31999969,0.462156564,-0.216436863,0.876099229,0.486230165,0.384891808,0.464447111
+Armenia,2009,4.177581787,9.110783577,0.680006921,64.55999756,0.441412747,-0.215092748,0.881887496,0.479002982,0.411279917,0.37395224
+Armenia,2010,4.367811203,9.136284828,0.660342336,64.80000305,0.459256709,-0.177155286,0.890629232,0.4367477,0.42649585,0.355544627
+Armenia,2011,4.260491371,9.182483673,0.705108464,65.04000092,0.464524716,-0.226533249,0.874601007,0.410856694,0.45907408,0.335884422
+Armenia,2012,4.319711685,9.249335289,0.676446438,65.27999878,0.501863778,-0.216316044,0.892544389,0.469874054,0.463855445,0.285362303
+Armenia,2013,4.277191162,9.277183533,0.723260045,65.51999664,0.504081845,-0.196634799,0.899796784,0.502904475,0.449949831,0.260400474
+Armenia,2014,4.453083038,9.307452202,0.738763511,65.76000214,0.506487131,-0.219651803,0.920390487,0.510197997,0.403984338,0.214914635
+Armenia,2015,4.34831953,9.334444046,0.722551048,66,0.551026642,-0.203822881,0.901462197,0.526852846,0.43794772,0.170927867
+Armenia,2016,4.325471878,9.332829475,0.709218323,66.27500153,0.610986948,-0.171618164,0.921421051,0.515989423,0.437227815,0.184713036
+Armenia,2017,4.287736416,9.402211189,0.697924912,66.55000305,0.613697052,-0.148102611,0.86468333,0.552406728,0.43714875,0.246900991
+Armenia,2018,5.062448502,9.450546265,0.814449012,66.82499695,0.807643652,-0.163894519,0.676826358,0.535402834,0.454840273,0.670827627
+Armenia,2019,5.4880867,9.521770477,0.781603873,67.09999847,0.844324112,-0.173741236,0.583472729,0.536562622,0.430463403,0.648066342
+Armenia,2021,5.300568581,9.50048542,0.762044132,67.65000153,0.795169771,-0.150131598,0.705333829,0.565781593,0.477539957,0.297145844
+Australia,2005,7.340688229,10.65070343,0.96789217,69.80000305,0.9349733,,0.390415937,0.769770324,0.23801209,0.532063305
+Australia,2007,7.285390854,10.6935997,0.965276182,69.95999908,0.890681982,0.345243514,0.512578487,0.762303889,0.215350643,0.526932836
+Australia,2008,7.253757477,10.70870495,0.946635187,70.04000092,0.915733337,0.303523868,0.430810511,0.728992283,0.218427315,0.644675434
+Australia,2010,7.450047016,10.71252632,0.95451957,70.19999695,0.932058573,0.314949483,0.366127402,0.761715531,0.220073208,0.609752893
+Australia,2011,7.405616283,10.72302914,0.967029214,70.27999878,0.944586456,0.367531091,0.381771743,0.724132299,0.195323676,0.530786693
+Australia,2012,7.195585728,10.74399662,0.944599032,70.36000061,0.935146272,0.271807224,0.368251741,0.728092372,0.214396909,0.420419186
+Australia,2013,7.364169121,10.75245476,0.928205192,70.44000244,0.933379173,0.266937226,0.431539029,0.770147145,0.177142262,0.455871463
+Australia,2014,7.288550377,10.76284504,0.92379874,70.51999664,0.922932267,0.316678762,0.44202137,0.739815295,0.245304301,0.464676231
+Australia,2015,7.309060574,10.76994228,0.95186156,70.59999847,0.921871006,0.330028921,0.356554389,0.749503672,0.209636971,0.478556842
+Australia,2016,7.250080109,10.78137112,0.942334235,70.67500305,0.922315717,0.236697629,0.398545116,0.735895514,0.236085787,0.452731758
+Australia,2017,7.25703764,10.78722477,0.949957848,70.75,0.910550177,0.315513879,0.411346525,0.728149831,0.225360975,0.45340696
+Australia,2018,7.17699337,10.80016899,0.940137267,70.82499695,0.916028142,0.144675538,0.404647499,0.705982745,0.187456369,0.468836874
+Australia,2019,7.233994961,10.80586433,0.942774355,70.90000153,0.917536914,0.118749149,0.430208653,0.726976216,0.202190071,0.468700022
+Australia,2020,7.137367725,10.79323864,0.936517,70.97499847,0.905282974,0.205083221,0.491094828,0.725688934,0.205077678,0.446422249
+Australia,2021,7.111598969,10.81834221,0.91975528,71.05000305,0.912402213,0.237517536,0.453676045,0.739800155,0.235314175,0.519226372
+Austria,2006,7.122211456,10.83645248,0.936350405,69.5,0.941382349,0.30017212,0.490111172,0.746153116,0.173811689,0.497037798
+Austria,2008,7.180953979,10.88117504,0.934592783,69.69999695,0.879069269,0.289053112,0.613625228,0.716296494,0.173194528,0.257242203
+Austria,2010,7.302678585,10.85598373,0.914193332,69.90000153,0.895979762,0.128658563,0.546144843,0.710301936,0.155792549,0.486446619
+Austria,2011,7.470512867,10.88142204,0.944156826,70,0.939355612,0.129321575,0.702721,0.672192097,0.14523755,0.406920105
+Austria,2012,7.400688648,10.8836441,0.945142388,70.09999847,0.919703901,0.115545519,0.770585775,0.712149978,0.156674996,0.376573861
+Austria,2013,7.498802662,10.87800503,0.949809194,70.19999695,0.921734452,0.165994912,0.678936899,0.725053191,0.162603319,0.417099237
+Austria,2014,6.949999809,10.87678051,0.898920476,70.30000305,0.885026872,0.11535573,0.566931307,0.720965326,0.17014955,0.407695413
+Austria,2015,7.07644701,10.87566471,0.928110301,70.40000153,0.900305152,0.096642055,0.55747962,0.747707725,0.164469033,0.454789877
+Austria,2016,7.048071861,10.88454914,0.926318586,70.52500153,0.888513982,0.077555038,0.52364099,0.713450849,0.197423846,0.432638228
+Austria,2017,7.293727875,10.89993763,0.906217813,70.65000153,0.890030563,0.131007552,0.518303812,0.698889375,0.18026872,0.43590793
+Austria,2018,7.396001816,10.91977501,0.911668122,70.77500153,0.904111981,0.051337708,0.52306056,0.694627702,0.226058796,0.488678724
+Austria,2019,7.195361137,10.93013,0.964488804,70.90000153,0.90342766,0.05765314,0.457088888,0.727341115,0.205169737,0.512338281
+Austria,2020,7.213489056,10.85622025,0.924831212,71.02500153,0.911909878,0.008043503,0.463830173,0.716352284,0.206499651,0.626177847
+Austria,2021,7.079640865,10.89209175,0.862975955,71.15000153,0.794845939,0.161673456,0.500808597,0.721865237,0.259080172,0.61045897
+Azerbaijan,2006,4.727870941,9.154187202,0.85441488,60.58000183,0.771528184,-0.234732226,0.774117172,0.468755603,0.275695145,0.754706621
+Azerbaijan,2007,4.56815958,9.365991592,0.753246784,60.86000061,0.522046328,-0.206728697,0.870909989,0.474291265,0.284357488,0.708405495
+Azerbaijan,2008,4.817189217,9.447179794,0.684267223,61.13999939,0.601043284,-0.029483547,0.715124726,0.560817659,0.22679542,0.792291224
+Azerbaijan,2009,4.573725224,9.515311241,0.735970318,61.41999817,0.498138398,-0.086927414,0.753849745,0.522001684,0.233942479,0.77425164
+Azerbaijan,2010,4.218610764,9.552669525,0.68700099,61.70000076,0.501071095,-0.123460375,0.858346641,0.516271651,0.271873325,0.697391331
+Azerbaijan,2011,4.680469513,9.540638924,0.725193918,61.97999954,0.537484288,-0.105962902,0.795119047,0.521693528,0.258117318,0.741815805
+Azerbaijan,2012,4.910771847,9.548772812,0.761873245,62.25999832,0.598859072,-0.141354471,0.763154805,0.523312867,0.266093403,0.707989275
+Azerbaijan,2013,5.481178284,9.592310905,0.769690156,62.54000092,0.671956956,-0.169202864,0.698819578,0.516089082,0.242455453,0.748923719
+Azerbaijan,2014,5.25153017,9.606963158,0.799433351,62.81999969,0.732772946,-0.209584624,0.65384531,0.502086222,0.219982117,0.778209925
+Azerbaijan,2015,5.146774769,9.605931282,0.785702765,63.09999847,0.764289498,-0.199172348,0.615552545,0.520429969,0.206114277,0.788487196
+Azerbaijan,2016,5.303894997,9.563261986,0.777271032,63.22499847,0.712573171,-0.205540448,0.606770813,0.508836508,0.191117197,0.734052122
+Azerbaijan,2017,5.152279377,9.555447578,0.787039399,63.34999847,0.731030464,-0.226532966,0.652539015,0.511526883,0.19831866,0.766583443
+Azerbaijan,2018,5.167995453,9.561672211,0.781229913,63.47499847,0.772449255,-0.233022526,0.561206281,0.527072668,0.191391662,0.834371924
+Azerbaijan,2019,5.173389435,9.577898979,0.88675642,63.59999847,0.854248524,-0.215776786,0.457260668,0.576897144,0.163920254,0.857845366
+Bahrain,2009,5.700523376,10.70905685,0.904143453,64.76000214,0.895931423,0.03495907,0.506103933,0.707422376,0.421889484,
+Bahrain,2010,5.936869144,10.70548439,0.877115071,65,0.862002909,-0.003043235,0.714620173,0.641039014,0.422670722,
+Bahrain,2011,4.82397604,10.69551754,0.90786773,65.23999786,0.869870365,-0.053820446,0.582522452,0.505992472,0.513719201,
+Bahrain,2012,5.027186871,10.71521664,0.911349595,65.48000336,0.681822896,,0.437915266,0.559415758,0.380814761,
+Bahrain,2013,6.689711094,10.75642967,0.883780539,65.72000122,0.809205949,,0.524703264,0.711107612,0.306209415,
+Bahrain,2014,6.165133953,10.78313828,,65.95999908,,,,,,
+Bahrain,2015,6.00737524,10.78126049,0.852550745,66.19999695,0.84952116,0.109753869,,0.65334475,0.302972108,
+Bahrain,2016,6.169673443,10.77765751,0.862700105,66.125,0.888691068,0.085864991,,0.736219883,0.283466339,
+Bahrain,2017,6.227320671,10.772892,0.875747144,66.05000305,0.905858517,0.133670866,,0.754333019,0.289759517,
+Bahrain,2019,7.098012447,10.72132397,0.877929449,65.90000153,0.906535506,0.044913679,,0.711386263,0.317106396,
+Bahrain,2020,6.173175812,10.63298035,0.847745061,65.82499695,0.94523257,0.129093051,,0.729510307,0.296835452,
+Bangladesh,2006,4.318909168,7.782841682,0.672002196,59.11999893,0.611664236,0.068531953,0.785916209,0.458654761,0.320792794,0.613737047
+Bangladesh,2007,4.607322216,7.838781357,0.514170706,59.63999939,0.604538321,0.040541437,0.806116879,0.484255552,0.313138157,0.732760131
+Bangladesh,2008,5.052278519,7.885724068,0.466553479,60.15999985,0.606012166,-0.04347172,0.801819921,0.544638395,0.231860757,0.761932433
+Bangladesh,2009,5.08285141,7.923775673,0.527813554,60.68000031,0.630931079,-0.074387789,0.776003957,0.505846858,0.223253846,0.829859614
+Bangladesh,2010,4.858481407,7.966748714,0.549398482,61.20000076,0.659005642,-0.016109159,0.773530483,0.495740086,0.292425215,0.646872878
+Bangladesh,2011,4.985649109,8.017951012,0.606459022,61.72000122,0.83799535,-0.069296263,0.757002652,0.501307309,0.234981537,0.786452591
+Bangladesh,2012,4.724443913,8.069586754,0.581765294,62.24000168,0.66768229,-0.034359492,0.764894426,0.537134707,0.183245391,0.705811918
+Bangladesh,2013,4.660161018,8.116424561,0.530139685,62.75999832,0.741518021,-0.015594437,0.742774189,0.491930902,0.246052667,0.736026943
+Bangladesh,2014,4.635564804,8.163840294,0.577065051,63.27999878,0.735512853,-0.098268405,0.789374709,,0.230678365,0.719101429
+Bangladesh,2015,4.633473873,8.216117859,0.601468265,63.79999924,0.814796269,-0.068596177,0.720600903,0.543083906,0.225753754,0.760611534
+Bangladesh,2016,4.5561409,8.27388382,0.649116933,63.92499924,0.874700487,-0.088929906,0.687853634,0.436627895,0.235022455,0.845429063
+Bangladesh,2017,4.309771061,8.333439827,0.712552786,64.05000305,0.896217167,0.011368844,0.635014474,0.436497033,0.21350576,0.876646459
+Bangladesh,2018,4.499217033,8.398602486,0.705556035,64.17500305,0.90147084,-0.043644335,0.701421201,0.432964891,0.361237794,0.831693113
+Bangladesh,2019,5.114216805,8.466684341,0.673172176,64.30000305,0.90193665,-0.051848229,0.656004608,0.432665378,0.36947155,0.887990832
+Bangladesh,2020,5.279986858,8.491146088,0.739337921,64.42500305,0.777467191,-0.010609258,0.741659164,0.484559894,0.331708789,0.740008593
+Belarus,2006,5.657649994,9.489098549,0.917898655,60.06000137,0.707080483,-0.24734436,0.708274722,0.535119176,0.269400358,0.593287706
+Belarus,2007,5.616976261,9.576188087,0.857527673,60.61999893,0.667299509,-0.226230621,0.694849432,0.502456009,0.234981403,0.543614388
+Belarus,2008,5.463332176,9.676768303,0.903700352,61.18000031,0.639923871,-0.22155188,0.69649595,,0.245659292,0.533608973
+Belarus,2009,5.56413126,9.681225777,0.907777846,61.74000168,0.679292619,-0.204532266,0.67554307,0.544300735,0.223291501,0.548332989
+Belarus,2010,5.525923252,9.758502007,0.918000162,62.29999924,0.700064421,-0.164210439,0.70612061,0.531847715,0.208272159,0.589527249
+Belarus,2011,5.225307941,9.813235283,0.909887791,62.86000061,0.656010866,-0.169665605,0.671938658,0.493381172,0.249455392,
+Belarus,2012,5.749043465,9.831532478,0.901961505,63.41999817,0.64524883,-0.219065383,0.657430232,0.515112579,0.180764526,
+Belarus,2013,5.876466274,9.841900826,0.922505975,63.97999954,0.723431289,-0.179298669,0.653039157,0.545432627,0.206219658,0.507824779
+Belarus,2014,5.812400818,9.858455658,0.880258858,64.54000092,0.647184551,-0.050110456,0.68150872,0.575067043,0.208535567,0.507746696
+Belarus,2015,5.718907833,9.818078995,0.924072623,65.09999847,0.622753441,-0.09320271,0.668678164,0.545734644,0.184309959,0.520024061
+Belarus,2016,5.177899361,9.791612625,0.926551104,65.32499695,0.658228815,-0.127354562,0.664055169,0.502697408,0.182106122,0.452669024
+Belarus,2017,5.552915096,9.817717552,0.900255799,65.55000305,0.620979249,-0.123495042,0.654113412,0.501735687,0.232768074,0.447916299
+Belarus,2018,5.233769894,9.850861549,0.904569268,65.77500153,0.643602371,-0.176503614,0.718455493,0.408883572,0.235728621,0.421278685
+Belarus,2019,5.821453094,9.866782188,0.916740477,66,0.656933606,-0.188110471,0.545904756,0.558989465,0.189821407,0.460812598
+Belgium,2005,7.262290478,10.74380779,0.934874713,68.40000153,0.923843026,,0.597554445,0.676885664,0.26037994,0.551705003
+Belgium,2007,7.218839645,10.79118156,0.921602786,68.72000122,0.900870383,0.066993691,0.721093476,0.743583977,0.217604309,0.602238297
+Belgium,2008,7.116590977,10.78774071,0.92297703,68.87999725,0.887026727,0.004469757,0.651800513,0.709397256,0.241797924,0.46313706
+Belgium,2010,6.853514194,10.77838421,0.930570185,69.19999695,0.806930244,0.019800803,0.697365582,0.793344319,0.240364328,0.33651647
+Belgium,2011,7.111363888,10.78217793,0.936955452,69.36000061,0.880153596,-0.016651344,0.711043894,0.752021194,0.225056365,0.289129466
+Belgium,2012,6.935122013,10.78334141,0.92711705,69.51999664,0.855266631,-0.052570175,0.757572532,0.718186975,0.238276809,0.44011718
+Belgium,2013,7.10366106,10.7832098,0.909186184,69.68000031,0.890711069,0.014191088,0.573664308,0.738157332,0.217138946,0.554124534
+Belgium,2014,6.855329037,10.79443264,0.943549156,69.83999634,0.86095351,-0.001163991,0.511975765,0.743678153,0.251557052,0.469111621
+Belgium,2015,6.904219151,10.80884647,0.885208845,70,0.869474947,0.059686165,0.46878463,0.747103333,0.239958704,0.459024221
+Belgium,2016,6.948936462,10.81637096,0.928964078,70.15000153,0.865759015,-0.058212876,0.4966591,0.701093376,0.259653389,0.419177502
+Belgium,2017,6.928347588,10.82858467,0.921639085,70.30000305,0.856801987,0.05211496,0.543046057,0.713402271,0.233597696,0.449731916
+Belgium,2018,6.89217186,10.84206104,0.929815531,70.44999695,0.808386624,-0.127044588,0.630411804,0.681712568,0.250297338,0.44194454
+Belgium,2019,6.772138119,10.85792446,0.884230494,70.59999847,0.776203632,-0.174472645,0.672497511,0.699042499,0.243630841,0.327901155
+Belgium,2020,6.838760853,10.79384708,0.903558671,70.75,0.766917825,-0.168013766,0.633626759,0.619125485,0.260188788,0.294799596
+Belize,2007,6.450644493,8.904277802,0.87226665,64.30000305,0.705305934,0.031119337,0.768984437,0.731540143,0.250595719,0.255463123
+Belize,2014,5.955646515,8.898758888,0.756932497,65,0.873569071,0.02009221,0.782105386,0.735027134,0.281604409,0.384267181
+Benin,2006,3.329801559,7.865885258,0.444781214,51.95999908,0.580069304,-0.01100198,0.789862454,0.520846486,0.30910027,0.54099381
+Benin,2008,3.66713953,7.915053844,0.382373512,52.47999954,0.709476948,-0.004181409,0.825245738,0.5739097,0.302546173,0.602834523
+Benin,2011,3.870279551,7.903917313,0.477494389,53.25999832,0.772918761,-0.142089561,0.849472225,0.57443893,0.21867846,0.777150393
+Benin,2012,3.193468809,7.922930717,0.523027301,53.52000046,0.768971086,-0.11118307,0.805977643,0.563014567,0.230664536,0.582080483
+Benin,2013,3.479412794,7.96446991,0.576823056,53.77999878,0.783240497,-0.084686086,0.855955541,0.645733833,0.216339186,0.546921372
+Benin,2014,3.347419262,7.998286724,0.506091297,54.04000092,0.775545776,-0.095645569,0.854826927,0.558378994,0.273385257,0.574232161
+Benin,2015,3.624664307,7.988193512,0.434388518,54.29999924,0.733383596,-0.026570948,0.850098193,0.554649472,0.373396546,0.514306188
+Benin,2016,4.007357597,7.993431091,0.492815852,54.59999847,0.779795229,-0.065010086,0.837715745,0.578206301,0.455767602,0.63744539
+Benin,2017,4.853180885,8.021097183,0.435878992,54.90000153,0.72680825,-0.064950399,0.767234623,0.59782958,0.457920343,0.615089297
+Benin,2018,5.81982708,8.058574677,0.503544033,55.20000076,0.713264048,0.002149294,0.746510744,0.625308931,0.467871815,0.639219761
+Benin,2019,4.976360798,8.09782505,0.442153931,55.5,0.770359993,-0.016165027,0.698346972,0.638348281,0.44139877,0.690226018
+Benin,2020,4.407745838,8.10866642,0.506636083,55.79999924,0.783114672,-0.083990186,0.531883657,0.556501985,0.304512441,0.806810319
+Benin,2021,4.493431091,8.140853882,0.435524195,56.09999847,0.724061847,-0.013507844,0.6125471,0.596800864,0.434594899,0.762415886
+Bhutan,2013,5.569091797,9.122990608,0.818948984,62.24000168,0.810201466,0.351632714,0.802428126,0.663675606,0.217349902,0.979500771
+Bhutan,2014,4.938578129,9.166809082,0.880341947,62.41999817,0.834222496,0.266833544,0.650338471,0.77463913,0.324097872,0.958492339
+Bhutan,2015,5.082128525,9.218911171,0.847574413,62.59999847,0.83010155,0.276325166,0.633955777,0.723232627,0.311589301,0.946393013
+Bolivia,2006,5.373986244,8.686211586,0.834279954,60.90000153,0.770134747,-0.044768732,0.794484198,0.708094001,0.431944966,0.536309421
+Bolivia,2007,5.628419399,8.713645935,0.796136498,61.09999847,0.779935241,6.16223E-05,0.816993952,0.74573493,0.387786239,0.506285906
+Bolivia,2008,5.297872543,8.756402969,0.785262346,61.29999924,0.725619733,-0.092359528,0.801420391,0.723477721,0.392079622,0.441821098
+Bolivia,2009,6.085579395,8.772760391,0.831319928,61.5,0.778938591,-0.036766574,0.762604535,0.742098808,0.372369289,0.468150496
+Bolivia,2010,5.780620098,8.796762466,0.80718559,61.70000076,0.703341067,-0.06916032,0.781342506,0.720217526,0.349597335,0.376929045
+Bolivia,2011,5.778874397,8.831271172,0.816782832,61.90000153,0.781673729,-0.039928298,0.824854314,0.688715518,0.361485541,0.334731668
+Bolivia,2012,6.018894672,8.865224838,0.780819416,62.09999847,0.86237967,-0.015616392,0.839701414,0.699352384,0.408880144,0.435292631
+Bolivia,2013,5.767428875,8.915229797,0.80273807,62.29999924,0.845931649,-0.06764055,0.811856568,0.721060872,0.410301536,0.433674455
+Bolivia,2014,5.864798546,8.952946663,0.821344614,62.5,0.881058872,0.017005654,0.831854463,0.76901108,0.398219466,0.468561232
+Bolivia,2015,5.834329128,8.985246658,0.828705788,62.70000076,0.88362509,-0.030384175,0.862373948,0.748659253,0.392902851,0.487208784
+Bolivia,2016,5.769723415,9.012199402,0.795958757,62.84999847,0.881748736,-0.04764374,0.852592945,0.735729158,0.376412243,0.40174228
+Bolivia,2017,5.65055275,9.038804054,0.778661788,63,0.883904934,-0.121300541,0.819261968,0.655216575,0.43394354,0.427632958
+Bolivia,2018,5.915734291,9.065954208,0.827159464,63.15000153,0.863246858,-0.093821533,0.786044598,0.705477774,0.387468874,0.399588227
+Bolivia,2019,5.67427063,9.073887825,0.7843014,63.29999924,0.88131094,-0.086626269,0.857220411,0.700826466,0.419328213,0.300631315
+Bolivia,2020,5.559258938,8.967653275,0.804810882,63.45000076,0.877031922,-0.052450921,0.868208289,0.728823423,0.381791174,0.168832317
+Bolivia,2021,5.56862402,9.007940292,0.797810495,63.59999847,0.861731231,-0.054499056,0.812174439,0.721001804,0.403487325,0.385875583
+Bosnia and Herzegovina,2007,4.899806976,9.253553391,0.76560384,67,0.341565669,0.005820639,0.92612499,0.570178032,0.296465814,0.403552294
+Bosnia and Herzegovina,2009,4.963477135,9.283216476,0.735232174,67,0.257533818,-0.025712101,0.958739877,0.506855667,0.390204102,
+Bosnia and Herzegovina,2010,4.66851759,9.300024033,0.772753716,67,0.364966899,-0.128100336,0.933030069,0.46450606,0.409213185,
+Bosnia and Herzegovina,2011,4.994670868,9.321601868,0.725242853,67,0.333312094,-0.034920838,0.924784362,0.551055074,0.325734705,
+Bosnia and Herzegovina,2012,4.773144722,9.328819275,0.778859854,67,0.419789314,-0.012839379,0.95342195,0.468601346,0.338240683,0.194952324
+Bosnia and Herzegovina,2013,5.123664379,9.36950016,0.766827762,67,0.39034158,0.041542657,0.969836235,0.489300579,0.314516038,0.1134464
+Bosnia and Herzegovina,2014,5.248954296,9.398195267,0.787651718,67,0.411937386,0.231498033,0.976339638,0.490834683,0.262175202,0.095099099
+Bosnia and Herzegovina,2015,5.117177963,9.443882942,0.655723631,67,0.630698025,-0.054956697,0.959853649,0.485843688,0.28623414,0.194221586
+Bosnia and Herzegovina,2016,5.180865288,9.487542152,0.807705104,67.05000305,0.633453727,0.133437291,0.957311988,0.565980375,0.304080278,0.212188497
+Bosnia and Herzegovina,2017,5.089902401,9.529072762,0.775295258,67.09999847,0.563798666,0.090583712,0.923343062,0.52663964,0.270745516,0.126379713
+Bosnia and Herzegovina,2018,5.887401104,9.574061394,0.835889578,67.15000153,0.658846438,0.122005023,0.912857771,0.567694068,0.277365059,0.254097164
+Bosnia and Herzegovina,2019,6.01552248,9.608901024,0.873141944,67.19999695,0.72156322,0.077898346,0.96290803,0.544666409,0.238068551,0.167970508
+Bosnia and Herzegovina,2020,5.515816212,9.582542419,0.898518682,67.25,0.740250826,0.136582226,0.916052163,0.601870954,0.325412303,0.244549632
+Bosnia and Herzegovina,2021,5.748823166,9.627624512,0.859953582,67.30000305,0.758979201,0.281281054,0.920913935,0.604092598,0.305352151,0.225852832
+Botswana,2006,4.739367008,9.41884613,0.883035779,48.84000015,0.823774636,-0.190756112,0.723239183,0.642786026,0.225759342,0.808195293
+Botswana,2008,5.451147079,9.516439438,0.831905305,49.72000122,0.857776403,-0.160515085,0.806226492,0.676590025,0.217885971,0.880429506
+Botswana,2010,3.553020239,9.482366562,0.865624785,50.59999847,0.82621938,-0.138954386,0.813985407,0.616944194,0.172184274,0.741012573
+Botswana,2011,3.519921064,9.526949883,0.860028088,51.04000092,0.812514067,-0.246139273,0.816158473,0.647245646,0.159782797,0.791794062
+Botswana,2012,4.835938931,9.558638573,0.836743116,51.47999954,0.799410224,-0.198989853,0.814422846,0.694941163,0.171257362,0.662237763
+Botswana,2013,4.128298759,9.654873848,0.855570793,51.91999817,0.767357409,-0.150432706,0.748847783,0.670878947,0.243771017,0.654667675
+Botswana,2014,4.031197071,9.682969093,0.859477818,52.36000061,0.791371226,-0.101174437,0.743073821,0.626258194,0.245051414,0.707628131
+Botswana,2015,3.761964798,9.608841896,0.815656066,52.79999924,0.857168913,-0.10948687,0.860292971,0.675721586,0.261428148,0.81921792
+Botswana,2016,3.498936653,9.658525467,0.768302798,53.07500076,0.851694882,-0.247849911,0.729171813,0.657055497,0.251836598,0.803130805
+Botswana,2017,3.504881144,9.677090645,0.768258631,53.34999847,0.817308009,-0.243795022,0.731441498,0.612189233,0.276252508,0.770821095
+Botswana,2018,3.4613657,9.694149017,0.794936001,53.625,0.817621112,-0.249726146,0.806945443,0.687993288,0.267083704,0.718788147
+Botswana,2019,3.471084833,9.701855659,0.773667216,53.90000153,0.832542658,-0.234602764,0.792079508,0.665049851,0.272721767,0.690069556
+Brazil,2005,6.636771202,9.438745499,0.882922947,63.09999847,0.882186115,,0.744994044,0.769921243,0.301779836,0.34062475
+Brazil,2007,6.320672989,9.515247345,0.886402428,63.41999817,0.776644826,-0.017624738,0.72803849,0.77485615,0.299222767,0.383459598
+Brazil,2008,6.691424847,9.554991722,0.878107548,63.58000183,0.781931102,-0.079088137,0.688272774,0.717656076,0.265485525,0.511010051
+Brazil,2009,7.000831604,9.544113159,0.912818074,63.74000168,0.766716063,-0.056668513,0.722514987,0.743982553,0.274103165,0.427178532
+Brazil,2010,6.837331295,9.607316971,0.905528128,63.90000153,0.805949271,-0.055444442,0.656036079,0.725931287,0.249881223,0.511266649
+Brazil,2011,7.037816525,9.637131691,0.916252911,64.05999756,0.833655775,-0.07384111,0.662166715,0.698406935,0.267524213,0.502891362
+Brazil,2012,6.660003662,9.647226334,0.890314102,64.22000122,0.848606348,,0.622543156,0.685310841,0.349758685,0.458935678
+Brazil,2013,7.140282631,9.668095589,0.910421729,64.37999725,0.784814954,-0.096215256,0.706954181,0.724736154,0.275667757,0.393331289
+Brazil,2014,6.980998993,9.664565086,0.898316443,64.54000092,0.713814318,-0.116700843,0.710303426,0.717960238,0.273540527,0.355228692
+Brazil,2015,6.546896935,9.620074272,0.906693101,64.69999695,0.798935294,-0.017049341,0.771339059,0.687063634,0.324699104,0.198534787
+Brazil,2016,6.374817371,9.578529358,0.912455142,64.875,0.806571543,-0.101764806,0.781092763,0.711286247,0.30208382,0.264140248
+Brazil,2017,6.332929134,9.583600044,0.904694259,65.05000305,0.764792562,-0.176581889,0.794457376,0.669117153,0.307716906,0.16549027
+Brazil,2018,6.190921783,9.59344101,0.881505251,65.22499847,0.75060904,-0.118792601,0.763251305,0.676684558,0.349656254,0.16818665
+Brazil,2019,6.451148987,9.599938393,0.899175048,65.40000153,0.830206037,-0.063963488,0.761840582,0.701250315,0.337051332,0.340850085
+Brazil,2020,6.109717846,9.551372528,0.830832124,65.57499695,0.786235094,-0.056306385,0.728772223,0.65329963,0.38913855,0.362292409
+Brazil,2021,6.009953499,9.593187332,0.814328671,65.75,0.791507721,0.090771444,0.738571405,0.661550403,0.407182962,0.327099293
+Bulgaria,2007,3.843797922,9.745567322,0.831507623,64.77999878,0.5657866,-0.141519234,0.976061046,0.500228405,0.226256058,0.275431663
+Bulgaria,2010,3.912276268,9.807009697,0.84327203,65.19999695,0.544536412,-0.148859322,0.940970004,0.51338315,0.237594187,0.365285963
+Bulgaria,2011,3.875382423,9.834216118,0.860272288,65.33999634,0.663527906,-0.232287124,0.947978675,0.489642143,0.270931035,0.265244752
+Bulgaria,2012,4.222297192,9.847529411,0.837966621,65.48000336,0.641256452,-0.176690057,0.938208699,0.50955528,0.236632824,0.342922807
+Bulgaria,2013,3.993020535,9.847505569,0.829132318,65.62000275,0.60321337,-0.195064649,0.9620471,0.536720932,0.278313011,0.170892313
+Bulgaria,2014,4.438439846,9.862811089,0.885949194,65.76000214,0.575595915,-0.058294501,0.954636931,0.542282879,0.235593721,0.140402734
+Bulgaria,2015,4.865401268,9.902898788,0.907517016,65.90000153,0.636817813,-0.202961877,0.941279948,0.555951655,0.214223832,0.249677315
+Bulgaria,2016,4.837560654,9.939857483,0.92603606,66,0.700265527,-0.172828943,0.935988188,0.544566214,0.171699852,0.221241772
+Bulgaria,2017,5.096901894,9.974409103,0.94175458,66.09999847,0.689047039,-0.156293616,0.910799742,0.541951478,0.188637346,0.326087952
+Bulgaria,2018,5.098813534,10.00812149,0.923853278,66.19999695,0.724335909,-0.178084925,0.952014446,0.553910315,0.189090982,0.218995899
+Bulgaria,2019,5.108438015,10.05474281,0.948204398,66.30000305,0.821929872,-0.110997088,0.942806482,0.576582789,0.199888319,0.268381834
+Bulgaria,2020,5.597723007,10.01588249,0.916242361,66.40000153,0.818224788,-0.007958431,0.900632977,0.642387509,0.221351057,0.273983628
+Bulgaria,2021,5.421693325,10.05412579,0.883621037,66.5,0.841188073,-0.010516754,0.891248465,0.646759868,0.252776712,0.224526197
+Burkina Faso,2006,3.801490784,7.361839294,0.796405017,49.43999863,0.588338017,0.02924105,0.797700584,0.677514315,0.265572011,0.350875854
+Burkina Faso,2007,4.017130375,7.372011185,0.770785034,49.88000107,0.582292378,-0.059116531,0.832764924,0.609042525,0.280694842,0.423376143
+Burkina Faso,2008,3.846438885,7.398142815,0.726650596,50.31999969,0.612064183,-0.099850588,0.88712436,0.538071811,0.303892225,0.462704718
+Burkina Faso,2010,4.035560608,7.4479599,0.773103535,51.20000076,0.586580753,-0.035217158,0.767335117,0.564608276,0.216673478,0.546770215
+Burkina Faso,2011,4.785367489,7.481994629,0.709528148,51.63999939,0.724568486,-0.103672042,0.706798375,0.578328431,0.204735845,0.632864714
+Burkina Faso,2012,3.95500803,7.514550686,0.743765771,52.08000183,0.621848702,-0.068731487,0.726286888,0.486566842,0.29972294,0.617090106
+Burkina Faso,2013,3.325949669,7.541044235,0.745216608,52.52000046,0.741257429,-0.015008928,0.764721453,0.592102945,0.286765754,0.633678317
+Burkina Faso,2014,3.481347799,7.55378437,0.742262065,52.95999908,0.709964514,-0.002870279,0.800757825,0.603991866,0.255644113,0.54308641
+Burkina Faso,2015,4.418930054,7.562853813,0.705393493,53.40000153,0.659102738,0.004384739,0.692723989,0.554707587,0.359287649,0.668077111
+Burkina Faso,2016,4.205634594,7.591574192,0.764401138,53.77500153,0.644681513,0.000244323,0.720542431,0.590086639,0.337300181,0.663711369
+Burkina Faso,2017,4.646891117,7.622853279,0.784761369,54.15000153,0.613774717,-0.062504865,0.727451324,0.579846919,0.353821069,0.540656149
+Burkina Faso,2018,4.92723608,7.658139706,0.664859474,54.52500153,0.720743477,-0.012337049,0.757398605,0.656122029,0.342865527,0.622255087
+Burkina Faso,2019,4.740892887,7.685016155,0.683102369,54.90000153,0.677546859,-0.003277031,0.729396582,0.65623343,0.364775389,0.703626156
+Burkina Faso,2020,4.639639854,7.675902843,0.667708993,55.27500153,0.750226498,0.122931212,0.808745325,0.604512036,0.388477534,0.703824639
+Burkina Faso,2021,4.635508537,7.713550568,0.6575436,55.65000153,0.64410162,0.067472264,0.736158907,0.619715929,0.363105804,0.620851576
+Burundi,2008,3.563227654,6.718762398,0.290933818,49.65999985,0.260069311,-0.017636642,0.859813631,0.415189862,0.252771467,0.569353163
+Burundi,2009,3.791680813,6.72330904,0.325692534,50.27999878,0.427355915,-0.018024785,0.718203425,0.60685575,0.163642839,0.754806817
+Burundi,2011,3.705894232,6.748176098,0.422240019,51.52000046,0.489863038,-0.061203986,0.677107692,0.571715295,0.190344945,0.851199687
+Burundi,2014,2.904535055,6.786982536,0.564678133,53.38000107,0.431384981,-0.057606257,0.807618856,0.621641695,0.251094639,
+Burundi,2018,3.775283098,6.635321617,0.484715223,55.20000076,0.646398604,-0.022540458,0.598607659,0.635593653,0.362766594,
+Cambodia,2006,3.568744659,7.746448994,0.793081462,57.63999939,,0.255500734,0.829181135,,0.341023296,0.736355066
+Cambodia,2007,4.15597105,7.828794956,0.675132096,57.97999954,0.818699539,0.115733244,0.878507555,,0.320335418,0.638394773
+Cambodia,2008,4.462163925,7.878773212,0.619264305,58.31999969,0.914172947,0.045620102,0.888392031,0.599989057,0.335324019,0.737532258
+Cambodia,2009,4.110625744,7.864644051,0.818258047,58.65999985,0.937233329,0.152675226,0.96477896,0.691364467,0.187686995,0.902666688
+Cambodia,2010,4.141072273,7.907173157,0.69716382,59,0.940131187,0.350007176,0.895714462,0.66197139,0.421966344,0.895580769
+Cambodia,2011,4.161225319,7.959593296,0.715518951,59.34000015,0.927462399,0.418592066,0.775355637,0.637012541,0.307868689,0.901219606
+Cambodia,2012,3.898706913,8.013871193,0.605528593,59.68000031,0.955595791,0.246767148,0.890136123,0.713434279,0.351858586,0.82517308
+Cambodia,2013,3.674466848,8.068359375,0.650589585,60.02000046,0.940592945,0.163838625,0.811991632,0.669755757,0.44031167,0.775055826
+Cambodia,2014,3.88330555,8.120968819,0.693434179,60.36000061,0.937544584,0.239339501,0.842555106,0.681957722,0.481934011,0.696742117
+Cambodia,2015,4.162164688,8.172270775,0.728610277,60.70000076,0.956319809,0.210023239,0.825130224,0.731492698,0.399102688,0.732658446
+Cambodia,2016,4.461259365,8.223653793,0.745901227,60.90000153,0.957821488,0.076017894,0.840416849,0.71258837,0.398200303,0.739886224
+Cambodia,2017,4.585842133,8.275980949,0.765094936,61.09999847,0.963774681,0.087765731,0.821022928,0.668839991,0.40828383,0.752442479
+Cambodia,2018,5.121837616,8.333111763,0.794605374,61.29999924,0.958304822,0.035314489,,0.723344207,0.414345801,
+Cambodia,2019,4.998284817,8.386811256,0.759175479,61.5,0.956799209,0.012915172,0.828444481,0.703703225,0.3895863,
+Cambodia,2020,4.376985073,8.340829849,0.724422634,61.70000076,0.963075459,0.053671852,0.863053977,0.770770192,0.38985163,
+Cambodia,2021,4.555141449,8.348700523,0.712757587,61.90000153,0.965093315,0.019178679,0.84435308,0.759146988,0.391309649,
+Cameroon,2006,3.851072073,8.063666344,0.689600766,47.84000015,0.653422654,-0.013393522,0.907067657,0.588019311,0.270873696,0.432124376
+Cameroon,2007,4.349939346,8.078612328,0.717394173,48.27999878,0.643883944,-0.035055719,0.910349727,0.629790902,0.248631328,0.408499986
+Cameroon,2008,4.291800499,8.079182625,0.696715772,48.72000122,0.580257237,-0.072215065,0.945002794,0.612912178,0.31248498,0.314642787
+Cameroon,2009,4.741408348,8.077125549,0.728693902,49.15999985,0.698030412,-0.020263994,0.925447285,0.59187758,0.249821514,0.366200924
+Cameroon,2010,4.554256916,8.078226089,0.758640707,49.59999847,0.792220175,-0.000821863,0.874718666,0.593696296,0.273786336,0.513922989
+Cameroon,2011,4.433885098,8.084054947,0.737992823,50.04000092,0.816693783,-0.03149984,0.869615674,0.607725799,0.271676332,0.645140469
+Cameroon,2012,4.244634151,8.101963997,0.74283731,50.47999954,0.766064227,-0.034745246,0.898028791,0.616639733,0.284447879,0.533314586
+Cameroon,2013,4.271038055,8.123529434,0.760194361,50.91999817,0.794075966,-0.032713655,0.867257416,0.639725685,0.268199235,0.607353866
+Cameroon,2014,4.240441322,8.152135849,0.777777076,51.36000061,0.794645548,-0.073665693,0.855849743,0.604288578,0.216039628,0.609312952
+Cameroon,2015,5.037964821,8.180439949,0.646312475,51.79999924,0.791428566,0.046932153,0.868049026,0.623713493,0.346430004,0.613636553
+Cameroon,2016,4.816232204,8.198194504,0.659299791,52.47499847,0.71250701,-0.005809223,0.87945056,0.634631455,0.367093384,0.621221066
+Cameroon,2017,5.07405138,8.206615448,0.69459641,53.15000153,0.766945004,-0.030739371,0.84358561,0.632240534,0.377498746,0.578775525
+Cameroon,2018,5.250737667,8.219285965,0.676825225,53.82500076,0.816304982,0.033338852,0.884441614,0.629664183,0.355642408,0.6452263
+Cameroon,2019,4.936737537,8.227604866,0.710964739,54.5,0.711500287,-0.009756331,0.817170262,0.606392264,0.326395005,0.546259165
+Cameroon,2020,5.2410779,8.206968307,0.720046639,55.17499924,0.674509168,0.046819616,0.836517215,0.626284778,0.386478961,0.498690844
+Cameroon,2021,4.962747574,8.215063095,0.694936395,55.84999847,0.715301752,-0.023982672,0.848717153,0.612028599,0.346513718,0.563208461
+Canada,2005,7.418048382,10.64654064,0.961552441,70.5,0.957306266,0.254174501,0.502681196,0.78329885,0.233278155,0.442817539
+Canada,2007,7.481752872,10.73396969,,70.62000275,0.930341303,0.247341946,0.405608416,0.811577201,0.256810069,0.63782382
+Canada,2008,7.485603809,10.73316574,0.938707411,70.68000031,0.92631495,0.259448141,0.369587809,0.802223682,0.202174947,0.590370953
+Canada,2009,7.48782444,10.69202709,0.94284451,70.73999786,0.915057838,0.244119033,0.412622124,0.793210924,0.247633159,0.608264029
+Canada,2010,7.650346279,10.71133614,0.953765452,70.80000305,0.933948815,0.22833468,0.412659585,0.791042447,0.233112857,0.551076472
+Canada,2011,7.426053524,10.7325325,0.921669245,70.86000061,0.950925291,0.251015067,0.432991534,0.802899837,0.247728661,0.553290546
+Canada,2012,7.415144444,10.73914337,0.948128343,70.91999817,0.917961121,0.287870497,0.465601832,0.775568783,0.229332089,0.523448169
+Canada,2013,7.593793869,10.75160122,0.936239362,70.98000336,0.916013896,0.313492298,0.406236142,0.800634027,0.262850314,0.505976021
+Canada,2014,7.30425787,10.76984406,0.917836308,71.04000092,0.93889761,0.267686814,0.441735327,0.790682673,0.258602411,0.516953588
+Canada,2015,7.412772655,10.76895142,0.939067066,71.09999847,0.931468964,0.250650674,0.427152246,0.791708946,0.286280215,0.644104123
+Canada,2016,7.244845867,10.76759148,0.924392521,71.15000153,0.912423909,0.208993167,0.385090441,0.767764688,0.237422869,0.618195295
+Canada,2017,7.414868355,10.78554058,0.93374896,71.19999695,0.945145011,0.1608188,0.362034321,0.799357772,0.21798116,0.652735949
+Canada,2018,7.175496578,10.79542065,0.922718763,71.25,0.9457829,0.10371729,0.371740848,0.772559404,0.259397656,0.610466897
+Canada,2019,7.1090765,10.79971313,0.925303996,71.30000305,0.911525607,0.109055623,0.436434418,0.780721545,0.284833759,0.549280941
+Canada,2020,7.024904728,10.73422432,0.930610716,71.34999847,0.8868922,0.046791039,0.434012353,0.738485336,0.306673735,0.600424111
+Canada,2021,6.939435482,10.77074814,0.926076412,71.40000153,0.898229182,0.193240881,0.383990496,0.762826681,0.276232809,0.610411167
+Central African Republic,2007,4.160129547,6.987200737,0.532296896,41.47999954,0.662871003,0.082048722,0.782130718,0.566929102,0.329995304,0.623565912
+Central African Republic,2010,3.567892551,7.091203213,0.483333886,42.5,0.689950883,-0.03504575,0.845376968,0.477915257,0.256705284,0.752208948
+Central African Republic,2011,3.677826405,7.125053883,0.387390912,42.84000015,0.780017793,-0.014967909,0.834498882,0.501872838,0.277179927,0.78385824
+Central African Republic,2016,2.693061113,6.785017014,0.29018417,44.75,0.624056518,0.03381829,0.859073043,0.550785124,0.49426806,0.748754561
+Central African Republic,2017,3.475862026,6.816520214,0.319589138,45.29999924,0.645252347,0.073951721,0.889566004,0.602205455,0.599335492,0.650284886
+Chad,2006,3.434800625,7.36041069,0.724308193,47.08000183,0.306131899,0.028461045,0.961073756,0.571167529,0.262727261,0.161062598
+Chad,2007,4.141326904,7.358670712,0.478950858,47.45999908,0.294611782,-0.010804011,0.873609602,0.597516537,0.245208368,0.228144914
+Chad,2008,4.632468224,7.355507851,0.570834816,47.84000015,0.526610374,0.063300468,0.943553567,0.569265902,0.225483745,0.348725855
+Chad,2009,3.639445066,7.363704205,0.645713627,48.22000122,0.401370287,0.022082413,0.931180775,0.601492822,0.221047014,0.253101557
+Chad,2010,3.742871046,7.457431316,0.733713627,48.59999847,0.504612565,0.025472684,0.857664049,0.56018573,0.287240535,0.319014966
+Chad,2011,4.393482208,7.424624443,0.81884402,48.97999954,0.540267944,0.031195123,0.876383662,0.578596532,0.289146483,0.394194484
+Chad,2012,4.03297472,7.476016521,0.672866464,49.36000061,0.562908113,-0.033492982,0.884475827,0.498229086,0.315747142,0.30277133
+Chad,2013,3.507663012,7.49794054,0.714144647,49.74000168,0.48821035,-0.044931889,0.881972373,0.437320441,0.314174235,0.309654564
+Chad,2014,3.460182905,7.531694889,0.733066797,50.11999893,0.566795349,-0.069368444,0.880934,0.523712218,0.328528851,0.366833448
+Chad,2015,4.322675228,7.526775837,0.751252234,50.5,0.474360883,-0.028160226,0.88863939,0.592612624,0.358437926,0.445897698
+Chad,2016,4.029350281,7.430738926,0.616204858,50.875,0.525222123,0.05264172,0.819788873,0.563527167,0.467566758,0.513021767
+Chad,2017,4.558937073,7.369621277,0.660615563,51.25,0.614849687,0.008522025,0.792389929,0.584315419,0.53824544,0.473544389
+Chad,2018,4.486325264,7.362849236,0.57725358,51.625,0.650354564,0.024890328,0.762879312,0.532490015,0.543836236,0.57743603
+Chad,2019,4.250799179,7.364943504,0.640452087,52,0.537245691,0.055652164,0.832283497,0.556210697,0.460061282,0.571986496
+Chile,2006,6.062851906,9.883473396,0.835543633,67.77999878,0.744291902,0.164267853,0.633629858,0.75241518,0.347656876,0.581012249
+Chile,2007,5.697929859,9.920676231,0.814620972,67.95999908,0.66190511,0.239765257,0.722670555,0.708403945,0.34226191,0.42642054
+Chile,2008,5.789438725,9.944648743,0.803758562,68.13999939,0.640201688,0.079678036,0.740667343,0.706395447,0.329703212,0.405252457
+Chile,2009,6.493686199,9.918290138,0.831581831,68.31999969,0.746614039,0.145071879,0.734211445,0.755948484,0.299891174,0.575284302
+Chile,2010,6.63565588,9.964698792,0.85695523,68.5,0.786367476,0.103650928,0.701824725,0.759538412,0.300116688,0.478705615
+Chile,2011,6.526334763,10.01403809,0.819078863,68.68000031,0.700734138,0.107430115,0.752755523,0.757600784,0.316876173,0.322867334
+Chile,2012,6.599128723,10.05622768,0.855235577,68.86000061,0.733610928,0.190923885,0.782117426,0.736138999,0.287592113,0.343267798
+Chile,2013,6.74015379,10.08609295,0.862404704,69.04000092,0.736887336,0.080535695,0.741154909,0.790639281,0.285453886,0.3072685
+Chile,2014,6.844238281,10.09299469,0.861552179,69.22000122,0.733326375,0.212933987,0.758497715,0.799998224,0.276103258,0.399530023
+Chile,2015,6.532749653,10.10399342,0.827141881,69.40000153,0.76888144,0.036280006,0.811511338,0.752153039,0.332746744,0.300492525
+Chile,2016,6.579056263,10.10770702,0.841388166,69.55000305,0.652289748,0.098125227,0.858124971,0.791725159,0.283042103,0.203538865
+Chile,2017,6.320119381,10.10523224,0.879840791,69.69999695,0.790116489,-0.024355914,0.835987508,0.764839888,0.291042089,0.268283308
+Chile,2018,6.436220646,10.12778664,0.890084922,69.84999847,0.78853035,-0.06389524,0.816297412,0.75546813,0.275820225,0.334744155
+Chile,2019,5.942250252,10.12533379,0.869121909,70,0.659176767,-0.106856108,0.860491574,0.740561962,0.337243795,0.152523443
+Chile,2020,6.150642872,10.05726051,0.888412297,70.15000153,0.781383574,0.028466886,0.811818838,0.752884626,0.336028606,0.171463788
+Chile,2021,6.435630798,10.16244316,0.891460538,70.30000305,0.80341506,-0.049180858,0.858552754,0.735079885,0.220878571,0.232144803
+China,2006,4.560495377,8.696139336,0.747011304,65.66000366,,,,0.657658756,0.169580385,
+China,2007,4.86286211,8.823967934,0.810852408,65.91999817,,-0.176961377,,0.663977444,0.158613518,
+China,2008,4.84629488,8.910973549,0.74828732,66.18000031,0.853072047,-0.093270309,,0.705133259,0.146963045,
+China,2009,4.454360962,8.995828629,0.79803437,66.44000244,0.771143258,-0.161358118,,0.669665992,0.16165024,
+China,2010,4.652736664,9.092073441,0.767752588,66.69999695,0.804793596,-0.134284899,,0.658100963,0.158099651,
+China,2011,5.037207603,9.177826881,0.787171185,66.95999908,0.824162364,-0.187382281,,0.710054815,0.133503452,
+China,2012,5.094917297,9.246742249,0.787818193,67.22000122,0.808255136,-0.185606092,,0.689159811,0.158702999,
+China,2013,5.241090298,9.314874649,0.777895868,67.48000336,0.804723918,-0.158646673,,0.717135847,0.14221105,
+China,2014,5.195619106,9.38020134,0.820366025,67.73999786,,-0.217614874,,0.70976311,0.111517705,
+China,2015,5.303877831,9.44243145,0.793733716,68,,-0.24528414,,0.666827261,0.171314985,
+China,2016,5.32495594,9.5029459,0.741703033,68.125,,-0.228404716,,0.683255911,0.145625159,
+China,2017,5.099061489,9.564058304,0.772033215,68.25,0.877617598,-0.175739869,,0.681665182,0.214004755,
+China,2018,5.131433964,9.624698639,0.787605345,68.375,0.895377696,-0.159465566,,0.721578658,0.189639792,
+China,2019,5.144120216,9.678945541,0.821935892,68.5,0.927356243,-0.173936918,,0.7602669,0.146511838,
+China,2020,5.771064758,9.699890137,0.80833447,68.625,0.891122997,-0.104620554,,0.662961006,0.244918227,
+China,2021,5.862864494,9.776108742,0.85600698,68.75,0.874755502,0.023953401,,0.697809815,0.239618436,
+Colombia,2006,6.024942875,9.267362595,0.910293102,66.31999969,0.80466181,-0.015399732,0.807830036,0.775695443,0.325588256,0.480881035
+Colombia,2007,6.138411522,9.320226669,0.893706799,66.54000092,0.785865963,-0.040849388,0.85976088,0.774423897,0.287090033,0.512472034
+Colombia,2008,6.168395042,9.340772629,0.880066812,66.76000214,0.795083821,-0.042288288,0.763223946,0.767762363,0.307162195,0.635107458
+Colombia,2009,6.271604538,9.340979576,0.885926604,66.98000336,0.757100701,-0.055250097,0.837143481,0.786378622,0.27313149,0.440458208
+Colombia,2010,6.40811348,9.374438286,0.892992675,67.19999695,0.816121101,-0.05005087,0.814524472,0.791580796,0.264659166,0.551749408
+Colombia,2011,6.463952541,9.431926727,0.904147327,67.41999817,0.810907423,-0.074059807,0.847268522,0.784792185,0.285958856,0.445631891
+Colombia,2012,6.374879837,9.461303711,0.914372623,67.63999939,0.827868104,-0.010024542,0.868371546,0.828550577,0.293702394,0.357382864
+Colombia,2013,6.606550694,9.502299309,0.900777876,67.86000061,0.841173172,-0.071502,0.898202121,0.814823985,0.278113931,0.292708308
+Colombia,2014,6.44878912,9.536202431,0.907402635,68.08000183,0.801191449,-0.090995394,0.886645734,0.824772537,0.278056443,0.298372507
+Colombia,2015,6.387571812,9.553628922,0.889900029,68.30000305,0.790897965,-0.100813575,0.842899323,0.803392112,0.291769385,0.271786749
+Colombia,2016,6.233715057,9.560610771,0.88190037,68.47499847,0.834966123,-0.101030283,0.897553861,0.770469427,0.294222772,0.261251181
+Colombia,2017,6.157341957,9.55897522,0.909249961,68.65000153,0.837554634,-0.157816932,0.87501812,0.790257096,0.299308956,0.221882597
+Colombia,2018,5.983512402,9.569052696,0.870970428,68.82499695,0.850765765,-0.149190634,0.854820907,0.774537921,0.300624102,0.274869502
+Colombia,2019,6.350297928,9.587769508,0.872578919,69,0.821500719,-0.172856137,0.853646159,0.790579498,0.321806282,0.327981085
+Colombia,2020,5.70917511,9.506654739,0.797035217,69.17500305,0.840186119,-0.086797014,0.807964027,0.758542895,0.340158582,0.373634368
+Colombia,2021,5.289958477,9.587848663,0.792830646,69.34999847,0.774668455,-0.06074876,0.831330955,0.75165838,0.348332316,0.289148897
+Comoros,2009,3.47602725,7.951782227,0.629426777,56.75999832,0.507845283,-0.07346341,0.838115692,0.626087248,0.167317495,0.318495363
+Comoros,2010,3.81219101,7.964944839,0.721342921,57,0.528675258,0.00540746,0.741181731,0.664167643,0.177948058,0.404844582
+Comoros,2011,3.838485956,7.980942249,0.721832752,57.24000168,0.499673873,-0.074773423,0.731508493,0.622124016,0.173323005,0.441241771
+Comoros,2012,3.955640316,7.98827219,0.719217896,57.47999954,0.534040928,-0.12071573,0.651009262,0.616151214,0.211843818,0.464862645
+Comoros,2018,3.972819567,8.03044796,0.621302962,58.72499847,0.560182333,0.085703962,0.793758333,0.688426197,0.337493658,0.317273706
+Comoros,2019,4.608616352,8.025783539,0.632012963,58.90000153,0.538261533,0.077808991,0.762232482,0.665162265,0.336162895,0.313734859
+Congo (Brazzaville),2008,3.819792271,8.409023285,0.5547719,52.24000168,0.525746763,-0.121756449,,0.602977395,0.297789842,0.318315178
+Congo (Brazzaville),2011,4.509824276,8.544343948,0.637117505,53.38000107,0.744807184,-0.135584697,0.832713723,0.601302743,0.28787604,0.468380183
+Congo (Brazzaville),2012,3.919341803,8.613264084,0.622330368,53.75999832,0.772510767,-0.142249629,0.799653709,0.546509743,0.32258296,0.541932642
+Congo (Brazzaville),2013,3.954950571,8.581463814,0.67993468,54.13999939,0.725815654,-0.10548903,0.751723707,0.598945916,0.291401565,0.555940092
+Congo (Brazzaville),2014,4.05601263,8.622065544,0.685934663,54.52000046,0.661638141,-0.138073385,0.808412731,0.557721436,0.400229424,0.483726323
+Congo (Brazzaville),2015,4.690830231,8.561076164,0.642136157,54.90000153,0.85017246,-0.127067655,0.841359496,0.555227578,0.260670513,0.49927032
+Congo (Brazzaville),2016,4.119493484,8.421579361,0.615449011,55.22499847,0.785906553,-0.088624455,0.790385723,0.586020231,0.303666711,0.483075261
+Congo (Brazzaville),2017,4.883991241,8.351058006,0.655440509,55.54999924,0.777783453,-0.145448193,0.76278311,0.573506653,0.381640553,0.469826549
+Congo (Brazzaville),2018,5.490214348,8.275994301,0.620622933,55.875,0.69870007,-0.102466546,0.738020182,0.571407259,0.447646171,0.473673612
+Congo (Brazzaville),2019,5.212622643,8.249497414,0.624768078,56.20000076,0.686451972,-0.056822121,0.74058944,0.594482303,0.40504083,0.541197777
+Congo (Brazzaville),2020,5.079139233,8.141469002,0.596515119,56.52500153,0.760727525,-0.020143436,0.727796018,0.572090924,0.434675574,0.580636084
+Congo (Brazzaville),2021,4.920531273,8.103173256,0.567651093,56.84999847,0.737661481,-0.018990656,0.732729912,0.567556679,0.420455933,0.522122145
+Congo (Kinshasa),2009,3.983848572,6.728164196,0.733060241,49.40000153,0.55648756,-0.020755587,0.824010491,0.487423629,0.282622427,0.536580622
+Congo (Kinshasa),2011,4.516963959,6.796629906,0.743946671,50.40000153,0.631108582,-0.024101336,0.856494904,0.564573765,0.208352298,0.350868344
+Congo (Kinshasa),2012,4.63922739,6.831724644,0.769545972,50.90000153,0.557286203,-0.033370186,0.807406604,0.626130402,0.229651377,0.437570214
+Congo (Kinshasa),2013,4.497477055,6.879824638,0.829852045,51.40000153,0.480394155,0.013282607,0.912991524,0.555594087,0.187094659,0.202409595
+Congo (Kinshasa),2014,4.414299965,6.937110901,0.822286069,51.90000153,0.556099296,0.010239813,0.813676,0.519370258,0.304635078,0.31167382
+Congo (Kinshasa),2015,3.902741671,6.970957756,0.767235577,52.40000153,0.573763788,-0.046564303,0.866378009,0.537650287,0.301049381,0.274324
+Congo (Kinshasa),2016,4.521935463,6.961838722,0.864154518,52.82500076,0.637366712,-0.023366004,0.874999642,0.610230744,0.222411484,0.281824946
+Congo (Kinshasa),2017,4.311033249,6.965845585,0.669688404,53.25,0.704239547,0.069403768,0.809181869,0.540647209,0.404262066,0.4784123
+Costa Rica,2006,7.082465172,9.614258766,0.936938047,68.55999756,0.882419884,0.055333041,0.797522187,0.815273166,0.235549212,0.378860384
+Costa Rica,2007,7.432132244,9.67967701,0.917678237,68.72000122,0.922735691,0.09276887,0.819655001,0.825872421,0.240080148,0.445800394
+Costa Rica,2008,6.850679874,9.712777138,0.915759027,68.87999725,0.912005961,0.090520553,0.815712631,0.838356972,0.23294723,0.360780925
+Costa Rica,2009,7.614928722,9.691177368,0.899781644,69.04000092,0.886061072,0.060058363,0.786559105,0.839989483,0.217024222,0.521350086
+Costa Rica,2010,7.271053791,9.730944633,0.915141284,69.19999695,0.881029606,0.041907232,0.762587249,0.826531351,0.221241251,0.532538593
+Costa Rica,2011,7.228888512,9.761935234,0.89204818,69.36000061,0.926105797,-0.038647857,0.836583257,0.793523431,0.26922521,0.322533011
+Costa Rica,2012,7.272250175,9.797823906,0.902206898,69.51999664,0.92891407,0.040107884,0.794301391,0.836753607,0.263027132,0.280074805
+Costa Rica,2013,7.158000469,9.81098938,0.902069271,69.68000031,0.897879303,0.012181036,0.812863111,0.808915198,0.278147429,0.26219371
+Costa Rica,2014,7.247086048,9.834625244,0.914211214,69.83999634,0.926707387,0.003681599,0.788037479,0.797013283,0.289528906,0.40445292
+Costa Rica,2015,6.854004383,9.859623909,0.878272951,70,0.906925678,-0.065053061,0.761419415,0.810668409,0.286440313,0.261169255
+Costa Rica,2016,7.135617733,9.89023304,0.900701284,70,0.872971952,-0.038424734,0.780562043,0.830013096,0.281422287,0.279027581
+Costa Rica,2017,7.22518158,9.920690536,0.92169714,70,0.93561846,-0.08243835,0.742350757,0.790628314,0.275440067,0.407448441
+Costa Rica,2018,7.141074657,9.936565399,0.875872433,70,0.941888332,-0.113171995,0.781301796,0.801593184,0.32586664,0.479977787
+Costa Rica,2019,6.997618675,9.949298859,0.906077445,70,0.926830113,-0.152325004,0.835628331,0.791270852,0.303327233,0.283023864
+Costa Rica,2020,6.338472366,9.898633003,0.834199548,70,0.889399767,-0.134908438,0.772164285,0.758924901,0.349548459,0.298230559
+Costa Rica,2021,6.408448219,9.938294411,0.87605232,70,0.886652231,-0.023066543,0.781826913,0.774057925,0.317840338,0.315308332
+Croatia,2007,5.820907593,10.17240715,0.909822166,66.94000244,0.662205756,-0.094659097,0.934273541,0.549708128,0.33708486,0.385139734
+Croatia,2009,5.433319569,10.11674881,0.860663235,67.18000031,0.549258351,-0.273520142,0.958130538,0.557369649,0.272170246,
+Croatia,2010,5.595575333,10.10643101,0.796391606,67.30000305,0.564372659,-0.240100384,0.972738981,0.553552032,0.258886874,
+Croatia,2011,5.385372639,10.10903072,0.789738715,67.41999817,0.516932428,-0.200818419,0.976777494,0.55185771,0.272979707,
+Croatia,2012,6.027634621,10.08906746,0.775817871,67.54000092,0.541909754,-0.245456591,0.923860013,0.571653247,0.271040529,0.311118603
+Croatia,2013,5.885462761,10.08821487,0.751262069,67.66000366,0.626699686,-0.207171649,0.936059833,0.554081142,0.284729958,0.257140577
+Croatia,2014,5.380692482,10.08882332,0.645697773,67.77999878,0.518878043,0.128977999,0.917735159,0.544727087,0.285895109,0.15500845
+Croatia,2015,5.205438137,10.12200737,0.768363416,67.90000153,0.693523049,-0.099673025,0.848545551,0.570057213,0.294019341,0.364868402
+Croatia,2016,5.416875362,10.16370583,0.798332155,68.07499695,0.671970546,-0.067879304,0.884059787,0.568961382,0.336541265,0.30339098
+Croatia,2017,5.343165874,10.20928288,0.770309687,68.25,0.715822279,-0.107843883,0.89155972,0.61825645,0.316488236,0.211000666
+Croatia,2018,5.536271095,10.24680519,0.909806848,68.42500305,0.690855622,-0.154427677,0.925408304,0.512389958,0.290375978,0.248180911
+Croatia,2019,5.625743866,10.28657341,0.935988724,68.59999847,0.739300609,-0.141524747,0.931614637,0.503806353,0.269154519,0.286501437
+Croatia,2020,6.507992268,10.20655823,0.922913492,68.77500153,0.836657643,-0.067890555,0.960939288,0.681406796,0.285609752,0.208485767
+Croatia,2021,6.286790371,10.30044937,0.917741537,68.94999695,0.841837883,0.009498014,0.933650374,0.640148699,0.274197161,0.251287937
+Cuba,2006,5.417868614,,0.969595134,68,0.281457931,,,0.596187174,0.276601523,0.513175547
+Cyprus,2006,6.237958431,10.56953621,0.878201067,70.16000366,0.836101174,0.015536015,0.712468922,0.704202533,0.253212214,0.664813399
+Cyprus,2009,6.833477497,10.56147385,0.811736107,70.63999939,0.774590671,0.051687378,0.801423609,0.668310106,0.329307944,0.563541174
+Cyprus,2010,6.386546135,10.55526829,0.822123706,70.80000305,0.755362809,0.06990739,0.833427012,0.699333131,0.295705855,0.452459902
+Cyprus,2011,6.689608574,10.53376007,0.843654513,70.95999908,0.745468855,0.177029401,0.840676486,0.682390809,0.272299588,0.399997503
+Cyprus,2012,6.180507183,10.48344707,0.767177105,71.12000275,0.724629581,0.095494114,0.870691717,0.687085271,0.368632913,0.3364124
+Cyprus,2013,5.438952446,10.41799545,0.744032085,71.27999878,0.656267941,0.09942323,0.867310464,0.656831086,0.420258701,0.274080217
+Cyprus,2014,5.627123833,10.41053867,0.770175993,71.44000244,0.715065658,0.057295948,0.868237555,0.661480188,0.397172987,0.244740322
+Cyprus,2015,5.439161301,10.44791126,0.769556105,71.59999847,0.62803483,0.11135827,0.892795146,0.659941733,0.383106411,0.203454718
+Cyprus,2016,5.794618607,10.50571728,0.786438465,71.80000305,0.756220996,-0.032523401,0.897639513,0.631048799,0.336344689,0.333909512
+Cyprus,2017,6.062051296,10.54667854,0.818671048,72,0.811670661,0.04035487,0.851206422,0.669735432,0.300516605,0.312653422
+Cyprus,2018,6.276443005,10.5855608,0.825573206,72.19999695,0.794215024,-0.025981449,0.848337233,0.662988305,0.298021138,0.352440447
+Cyprus,2019,6.136832714,10.6022892,0.776078045,72.40000153,0.740058005,-0.011269341,0.865294218,0.663419962,0.290225208,0.327287793
+Cyprus,2020,6.259810448,10.53622627,0.805559397,72.59999847,0.762782335,-0.079155684,0.816231728,0.670835674,0.283522457,0.414389879
+Cyprus,2021,6.269202232,,0.85535723,72.80000305,0.717639267,,0.876456022,0.64112097,0.274683625,0.321940005
+Czechia,2005,6.439256668,10.32168579,0.918759465,67.09999847,0.865234971,,0.900732756,0.638764262,0.257948965,0.282911479
+Czechia,2007,6.500194073,10.43282795,0.899779022,67.33999634,0.798949361,-0.065392539,0.927871466,0.659939229,0.276907444,0.268838406
+Czechia,2010,6.249617577,10.41879749,0.934161127,67.69999695,0.77911222,-0.043972407,0.925964117,0.647838593,0.244084343,0.334044516
+Czechia,2011,6.331490993,10.43418026,0.91351074,67.81999969,0.787180007,-0.10862758,0.949787855,0.623200595,0.252808869,0.206286699
+Czechia,2012,6.334149361,10.42490005,0.91242677,67.94000244,0.739808738,-0.155923873,0.956799686,0.634971499,0.256508142,0.169811338
+Czechia,2013,6.697655678,10.42410946,0.888043344,68.05999756,0.725945652,-0.158202067,0.91589886,0.656264901,0.252652615,0.242542624
+Czechia,2014,6.483729839,10.44542503,0.877915204,68.18000031,0.800421,-0.17013365,0.896880686,0.637772083,0.235220566,0.339732826
+Czechia,2015,6.608017445,10.49594116,0.911362588,68.30000305,0.808484197,-0.148146242,0.886467457,0.689354122,0.206080526,0.435425878
+Czechia,2016,6.735627174,10.5190773,0.930592895,68.42500305,0.850328267,-0.199846298,0.900430739,0.710227489,0.201041639,0.415120721
+Czechia,2017,6.789567947,10.56681633,0.900968969,68.55000305,0.8317855,-0.17949222,0.866524994,0.672272861,0.226649791,0.343870819
+Czechia,2018,7.034165382,10.59495831,0.929163933,68.67500305,0.790132403,-0.29509443,0.851382256,0.674413085,0.178068101,0.420783311
+Czechia,2020,6.897091389,10.55865383,0.96405369,68.92500305,0.906422019,-0.13140285,0.883699596,0.748342454,0.290441692,0.318858981
+Czechia,2021,6.942496777,10.58128357,0.950226784,69.05000305,0.890521467,0.163303927,0.8625741,0.716166556,0.239848629,0.284475416
+Denmark,2005,8.01893425,10.84901237,0.972371519,68.30000305,0.97113502,,0.236521706,0.776689112,0.15367195,0.66868329
+Denmark,2007,7.834233284,10.88872623,0.954201102,68.73999786,0.932086229,0.237539381,0.206005678,0.777935743,0.194323689,0.592505932
+Denmark,2008,7.970891953,10.87771797,0.953911722,68.95999908,0.969788373,0.2696127,0.247505307,0.759462297,0.163090929,0.665933907
+Denmark,2009,7.683358669,10.82205677,0.93889159,69.18000031,0.949335575,0.261128634,0.205769762,0.781798959,0.233584777,0.626578152
+Denmark,2010,7.770515442,10.83615208,0.974977076,69.40000153,0.943630815,0.240007415,0.174896091,0.796208739,0.154562935,0.586689413
+Denmark,2011,7.78823185,10.84531403,0.961736143,69.62000275,0.934760153,0.295087457,0.220043078,0.777891874,0.174883381,0.471823335
+Denmark,2012,7.519909382,10.84381294,0.951437175,69.83999634,0.932627916,0.136318624,0.187407613,0.782715559,0.208569512,0.534252763
+Denmark,2013,7.588606834,10.84893417,0.964707971,70.05999756,0.920254648,0.2123456,0.170042172,0.825601161,0.194673792,0.391405106
+Denmark,2014,7.507559299,10.85992813,0.956344306,70.27999878,0.941572249,0.115580156,0.237218335,0.779867768,0.232612774,0.457836896
+Denmark,2015,7.514424801,10.87601948,0.9597013,70.5,0.94143641,0.219611302,0.191016391,0.801432848,0.217577577,0.579888642
+Denmark,2016,7.55778265,10.90015984,0.954451501,70.625,0.948230565,0.135312274,0.209893376,0.786007643,0.207583427,0.467660695
+Denmark,2017,7.593702316,10.92155266,0.952100098,70.75,0.955416322,0.152372763,0.18114756,0.778525174,0.205775306,0.572353303
+Denmark,2018,7.648785591,10.93629456,0.958218873,70.875,0.935437799,0.015203916,0.150607437,0.773032844,0.20605281,0.632478476
+Denmark,2019,7.693003178,10.95363903,0.957706392,71,0.963318408,0.017636368,0.174150586,0.796859503,0.181070626,0.632999003
+Denmark,2020,7.514631271,10.92988586,0.947371364,71.125,0.937931836,0.048180155,0.213841751,0.752573669,0.227101892,0.715797603
+Denmark,2021,7.698747158,10.97297955,0.944926739,71.25,0.933439255,0.132816002,0.172680944,0.7918908,0.20642221,0.651709735
+Djibouti,2008,5.009330273,8.115298271,0.690439582,53.63999939,0.773456693,0.128374487,0.576097667,0.740247607,0.120192163,0.668003559
+Djibouti,2009,4.905925274,8.014382362,0.900565028,54.11999893,0.649316013,-0.001543952,0.634222806,0.630110741,0.232132807,0.604356289
+Djibouti,2010,5.005810738,7.934187412,,54.59999847,0.763730347,-0.066949569,0.596910238,,,0.692277551
+Djibouti,2011,4.369193554,8.15037632,0.632973254,55.08000183,0.746439457,-0.076695286,0.518930137,0.542736053,0.180592626,0.678491235
+Dominican Republic,2006,5.087967873,9.31357193,0.91889888,65.36000061,0.858241439,0.036515977,0.754729331,0.732519329,0.274338454,0.637337983
+Dominican Republic,2007,5.081305981,9.372159004,0.847544849,65.12000275,0.886246681,-0.008891108,0.771574259,0.72255975,0.260098964,0.484912902
+Dominican Republic,2008,4.84230566,9.39106369,0.850137472,64.87999725,0.848116636,-0.04634852,0.72759831,0.653890312,0.329416394,0.538045287
+Dominican Republic,2009,5.431613922,9.38801384,0.87816149,64.63999939,0.862979472,-0.054087419,0.805910408,0.708645999,0.279788464,0.409594834
+Dominican Republic,2010,4.735021114,9.455828667,0.859969318,64.40000153,0.823902845,-0.076159604,0.779742122,0.706625521,0.281694859,0.450313658
+Dominican Republic,2011,5.396535397,9.474574089,0.872086227,64.16000366,0.847975314,0.012624981,0.788254738,0.738086641,0.299839288,0.410130858
+Dominican Republic,2012,4.753311157,9.489462852,0.879158199,63.91999817,0.840129375,-0.06307701,0.727300286,0.724792302,0.297043145,0.43158412
+Dominican Republic,2013,5.015515327,9.525321007,0.878449142,63.68000031,0.888566077,0.019281426,0.751750827,0.766323686,0.295131445,0.570757329
+Dominican Republic,2014,5.387331963,9.581878662,0.890588045,63.43999863,0.904574394,-0.021848755,0.760023475,0.772476375,0.300099194,0.556982398
+Dominican Republic,2015,5.061862469,9.637459755,0.893197775,63.20000076,0.856025338,-0.066867441,0.755288184,0.695385098,0.295253098,0.447033852
+Dominican Republic,2016,5.238698483,9.690703392,0.894753456,63.40000153,0.872712433,-0.081665911,0.737182975,0.725231349,0.278095126,0.549424827
+Dominican Republic,2017,5.605202675,9.725279808,0.894368112,63.59999847,0.855359018,-0.123023123,0.760489643,0.710005045,0.274745524,0.459901333
+Dominican Republic,2018,5.433215618,9.781986237,0.861986339,63.79999924,0.866641581,-0.151908666,0.76227355,0.719369948,0.291403025,0.42177102
+Dominican Republic,2019,6.004237175,9.820806503,0.884089887,64,0.87740624,-0.124324948,0.745615363,0.747007906,0.26405412,0.408698589
+Dominican Republic,2020,5.168409824,9.741146088,0.806117654,64.19999695,0.834642947,-0.125036806,0.636116564,0.723668039,0.313928306,0.633733928
+Dominican Republic,2021,6.030537128,9.834504128,0.857106984,64.40000153,0.859358311,-0.084483601,0.677408218,0.73365891,0.275468111,0.574958026
+Ecuador,2006,5.02419138,9.185778618,0.910188437,64.44000244,0.671074986,-0.091851301,0.900686622,0.785477042,0.356847465,0.121483915
+Ecuador,2007,4.995875359,9.190713882,0.838859499,64.77999878,0.669843376,-0.064146183,0.829651475,0.803224921,0.286144197,0.47462526
+Ecuador,2008,5.296513081,9.235754967,0.829394639,65.12000275,0.640317261,-0.095440321,0.801256657,0.811301053,0.283164144,0.514704168
+Ecuador,2009,6.021803379,9.225117683,0.779397964,65.45999908,0.736880839,-0.109176196,0.774304509,0.795992076,0.255967915,0.535495281
+Ecuador,2010,5.838051319,9.243868828,0.839279711,65.80000305,0.723079085,-0.064340107,0.80563885,0.770916045,0.220013708,0.410000592
+Ecuador,2011,5.795088291,9.304221153,0.818051338,66.13999939,0.7883057,-0.156221107,0.701595664,0.805906117,0.27068767,0.593581021
+Ecuador,2012,5.960716248,9.344117165,0.785201013,66.48000336,0.825275123,-0.084973894,0.729978859,0.766601086,0.333309054,0.637234926
+Ecuador,2013,6.019206047,9.377429008,0.801250935,66.81999969,0.78679812,-0.191786841,0.645848632,0.823896587,0.266504049,0.6208269
+Ecuador,2014,5.945851803,9.399180412,0.830963194,67.16000366,0.719104826,-0.168467224,0.660934925,0.840573668,0.305792958,0.648474455
+Ecuador,2015,5.964075089,9.383989334,0.855889201,67.5,0.800870478,-0.115162984,0.665827513,0.816486955,0.322946101,0.522347212
+Ecuador,2016,6.115437508,9.354580879,0.842352092,67.75,0.846336305,-0.016446881,0.774084151,0.806851923,0.365246594,0.474427789
+Ecuador,2017,5.839518547,9.360302925,0.848941743,68,0.879128158,-0.168256253,0.733588755,0.793201208,0.314343482,0.640512884
+Ecuador,2018,6.128010273,9.355457306,0.851345003,68.25,0.869363725,-0.100386731,0.830743194,0.817419887,0.328171045,0.402085185
+Ecuador,2019,5.809131145,9.338787079,0.808485806,68.5,0.829573691,-0.116003864,0.839495003,0.750073195,0.373558193,0.208093628
+Ecuador,2020,5.35446167,9.242730141,0.804008543,68.75,0.828511536,-0.158119455,0.854780495,0.754971027,0.416027963,0.225619465
+Ecuador,2021,5.43487215,9.26595211,0.785531878,69,0.821025372,-0.080462657,0.774508297,0.741730273,0.40317139,0.412493259
+Egypt,2005,5.167754173,9.035634041,0.847842455,61.40000153,0.81736201,,,0.688714862,0.345555186,
+Egypt,2007,5.540510654,9.135075569,0.685863256,61.52000046,0.609076858,-0.121528983,,0.599707186,0.355347604,
+Egypt,2008,4.631741047,9.186407089,0.738363802,61.58000183,,-0.088120081,0.913641691,0.627448022,0.301017791,
+Egypt,2009,5.066164494,9.213438988,0.744179964,61.63999939,0.611082554,-0.10066016,0.80086565,0.548718512,0.339482069,
+Egypt,2010,4.668916225,9.243782043,0.768675268,61.70000076,0.486279041,-0.07679484,0.826335192,0.490835845,0.276345611,
+Egypt,2011,4.174158573,9.240136147,0.753394485,61.75999832,0.589537799,-0.152525529,0.858596265,0.45629409,0.353416979,0.63178885
+Egypt,2012,4.204156876,9.240006447,0.736645103,61.81999969,0.451543361,-0.138928711,0.880383074,0.458450794,0.398423016,0.601901174
+Egypt,2013,3.558520317,9.238945961,0.675188124,61.88000107,0.473774552,-0.142350838,0.913228452,0.486913294,0.483379006,0.292456508
+Egypt,2014,4.885072708,9.245096207,0.618550718,61.93999863,0.577937961,-0.127497986,0.749142587,0.477180123,0.327350169,0.703883886
+Egypt,2015,4.762538433,9.265817642,0.729744256,62,0.659261465,-0.089691654,0.684498072,0.554459393,0.344331503,0.771612763
+Egypt,2016,4.556740761,9.286912918,0.809218585,62.25,0.655845225,-0.142593279,0.817527413,0.537922263,0.37049821,0.619130909
+Egypt,2017,3.929344177,9.306966782,0.63822639,62.5,0.592504799,-0.153525576,,0.458410412,0.414493799,
+Egypt,2018,4.005450726,9.338411331,0.75882405,62.75,0.681654453,-0.216610193,,0.406604052,0.285183787,
+Egypt,2019,4.327831745,9.372735977,0.772128642,63,0.773951054,-0.199941963,,0.420276582,0.312763393,
+Egypt,2020,4.472396851,9.388607979,0.672725499,63.25,0.769550323,-0.114009015,,0.543451667,0.442033589,
+Egypt,2021,4.025747776,9.40212822,0.717022359,63.5,0.704442561,-0.227792621,0.580454171,0.387354374,0.324949861,0.764044523
+El Salvador,2006,5.700929642,8.877382278,0.878409147,65.12000275,0.682989538,-0.056722384,0.806595683,0.812613666,0.232691318,0.367073387
+El Salvador,2007,5.295535088,8.891472816,0.716827035,64.94000244,0.638936818,-0.015892131,0.785098732,0.833023429,0.220198929,0.36620754
+El Salvador,2008,5.191493988,8.908274651,0.747411311,64.76000214,0.635648251,-0.07884828,0.734727442,0.827382028,0.23212412,0.377636671
+El Salvador,2009,6.839087009,8.882964134,0.734112799,64.58000183,0.670932412,-0.104222387,0.647527635,0.841431558,0.243230954,0.585728705
+El Salvador,2010,6.739911079,8.89956665,0.756653905,64.40000153,0.669337869,-0.064658858,0.694180071,0.822752953,0.302185982,0.522518575
+El Salvador,2011,4.741294861,8.932720184,0.731277883,64.22000122,0.747246385,-0.12717852,0.706552804,0.830042779,0.336321533,0.490076542
+El Salvador,2012,5.934371471,8.956090927,0.806014717,64.04000092,0.682744801,-0.155679062,0.786294818,0.783695877,0.365220815,0.312310934
+El Salvador,2013,6.325063229,8.973664284,0.826858878,63.86000061,0.71557045,-0.150477275,0.771750867,0.801007926,0.317476392,0.358650446
+El Salvador,2014,5.856523514,8.986001015,0.797612131,63.68000031,0.77801466,-0.194972157,0.781459808,0.801095843,0.329850852,0.315775812
+El Salvador,2015,6.018496037,9.004954338,0.790755391,63.5,0.733355939,-0.157061011,0.80454427,0.816157162,0.332646847,0.306591809
+El Salvador,2016,6.139824867,9.025202751,0.793659985,63.84999847,0.799847007,-0.185791031,0.797312021,0.742408216,0.345736474,0.251704782
+El Salvador,2017,6.339318275,9.042401314,0.82895261,64.19999695,0.757827342,-0.172806382,0.777748585,0.800489426,0.268448353,0.270235062
+El Salvador,2018,6.241199493,9.061340332,0.820299745,64.55000305,0.863334596,-0.09621273,0.800699532,0.817010224,0.26958558,0.368898541
+El Salvador,2019,6.454820633,9.079789162,0.764390528,64.90000153,0.877390683,-0.109806202,0.68157649,0.826422155,0.271475047,0.717041671
+El Salvador,2020,5.461926937,8.985022545,0.695624352,65.25,0.923944831,-0.12492907,0.583036363,0.810526609,0.329439789,0.803478181
+El Salvador,2021,6.431447029,9.05728817,0.796106219,65.59999847,0.914903879,-0.075257853,0.663288593,0.825840414,0.289976716,0.702381134
+Estonia,2006,5.371054649,10.26864815,0.91006434,65.77999878,0.748576343,-0.265847027,0.796722651,0.589018345,0.215225026,0.44246769
+Estonia,2007,5.332044125,10.34626675,0.895631552,66.05999756,0.712120891,-0.247905254,0.742697179,0.588513255,0.176231012,0.420264125
+Estonia,2008,5.451937675,10.29626465,0.90372628,66.33999634,0.642325103,-0.219425857,0.662769675,0.594615102,0.217813089,0.33097899
+Estonia,2009,5.137738705,10.140028,0.873774767,66.62000275,0.61070931,-0.231455341,0.793151677,0.590579033,0.243074834,0.224486127
+Estonia,2011,5.486819744,10.23960781,0.908712626,67.18000031,0.735225379,-0.169620425,0.68678391,0.640869439,0.205158427,0.417540222
+Estonia,2012,5.363927841,10.27495861,0.889454544,67.45999908,0.696825743,-0.193397909,0.7928527,0.627043128,0.198966742,0.272975951
+Estonia,2013,5.367445946,10.29299641,0.900721788,67.73999786,0.753558695,-0.202473879,0.726356387,0.650512099,0.199018165,0.260637581
+Estonia,2014,5.55598259,10.32528877,0.917101741,68.01999664,0.773327112,-0.154697135,0.652447462,0.619621396,0.203439116,0.414985895
+Estonia,2015,5.628908634,10.34299374,0.917929649,68.30000305,0.814692378,-0.1654329,0.568734467,0.648784935,0.182694778,0.3366898
+Estonia,2016,5.649675369,10.37377071,0.937715113,68.52500153,0.842770696,-0.1511935,0.639085293,0.656822562,0.176869258,0.339834303
+Estonia,2017,5.938395977,10.42886448,0.93568635,68.75,0.861749232,-0.10285075,0.668402255,0.740096331,0.160164103,0.405946255
+Estonia,2018,6.091302395,10.46589088,0.932693779,68.97499847,0.885618389,-0.143167883,0.620677948,0.730264843,0.16318211,0.420202583
+Estonia,2019,6.034641266,10.5023222,0.934064329,69.19999695,0.886504352,-0.097410277,0.575754166,0.73842895,0.156279013,0.403306544
+Estonia,2020,6.452563763,10.46923733,0.957770467,69.42500305,0.954200566,-0.085300229,0.397834778,0.761690438,0.187679499,0.46480599
+Estonia,2021,6.553915501,10.55838966,0.945865035,69.65000153,0.925818324,0.049557805,0.441425771,0.760608435,0.176258042,0.519263983
+Eswatini,2011,4.867091179,8.932703018,0.837149739,40.80829239,0.60715723,-0.067023918,0.917250097,0.756366313,0.251053393,0.353280842
+Eswatini,2018,4.211565018,9.050240517,0.779269755,50.35320282,0.709973693,-0.178632915,0.692341149,0.739475906,0.252339154,0.689548731
+Eswatini,2019,4.396114826,9.065652847,0.759097695,51.02541351,0.596682429,-0.191392645,0.723507762,0.725604951,0.279595166,0.682605982
+Ethiopia,2012,4.561168671,7.270575047,0.658794284,56.31999969,0.776308239,-0.042997766,,0.555734932,0.137166128,
+Ethiopia,2013,4.44482708,7.342894554,0.602481663,56.97999954,0.706796229,-0.007065203,0.750478268,0.570072651,0.213350877,0.774857521
+Ethiopia,2014,4.506646633,7.412543297,0.640452147,57.63999939,0.693558931,0.080858149,0.701800287,0.64365083,0.302858293,0.682011604
+Ethiopia,2015,4.573154926,7.483853817,0.625596821,58.29999924,0.802642584,0.113261633,0.56702733,0.623456478,0.236629039,0.826341391
+Ethiopia,2016,4.297848701,7.546919823,0.718718708,58.70000076,0.744307697,0.038927406,0.702880859,0.62714529,0.253940523,0.748945594
+Ethiopia,2017,4.180315495,7.611626148,0.73353976,59.09999847,0.717101216,0.001832985,0.75689894,0.51432842,0.304436177,0.768354297
+Ethiopia,2018,4.379262447,7.65136528,0.740154505,59.5,0.740343094,0.039828323,0.799466252,0.561594129,0.271753967,0.875270963
+Ethiopia,2019,4.099555016,7.705894947,0.748057783,59.90000153,0.753515542,0.052852437,0.731845319,0.519313693,0.282738596,0.777927876
+Ethiopia,2020,4.549219608,7.739284039,0.823137581,60.29999924,0.768694282,0.186776891,0.783822417,0.614591181,0.251514345,0.720072985
+Finland,2006,7.672449112,10.74531746,0.964562833,68.72000122,0.968580484,-0.007057802,0.132430181,0.682818532,0.172133937,0.757926285
+Finland,2008,7.67062664,10.79585457,0.9513399,69.16000366,0.934178948,0.02510258,0.216567531,0.691433728,0.143538713,0.723243475
+Finland,2010,7.393264294,10.73366833,0.935481369,69.59999847,0.916009128,0.088641785,0.4125157,0.758084536,0.202094659,0.46184361
+Finland,2011,7.354225159,10.75419044,0.937856853,69.81999969,0.936448395,0.098960467,0.319593191,0.708862185,0.20523864,0.565402389
+Finland,2012,7.420209408,10.73535824,0.927739382,70.04000092,0.920968115,-0.003566283,0.360733956,0.742233932,0.201654434,0.597941577
+Finland,2013,7.444635868,10.72169304,0.940869093,70.26000214,0.918625355,0.037072554,0.305770457,0.751642883,0.194672555,0.420593739
+Finland,2014,7.384571075,10.71390152,0.952016532,70.48000336,0.933043957,-0.003273941,0.265479892,0.766498208,0.198813885,0.468558848
+Finland,2015,7.447925568,10.71602917,0.947800577,70.69999695,0.929861903,0.108772613,0.223369658,0.736426234,0.191057593,0.55760026
+Finland,2016,7.659843445,10.74088192,0.953940451,70.77500153,0.948372185,-0.029359555,0.249659568,0.768805683,0.181998447,0.485727251
+Finland,2017,7.788251877,10.7699604,0.963826418,70.84999847,0.962198973,-0.004811105,0.192412779,0.755857646,0.176065788,0.59753859
+Finland,2018,7.85810709,10.77998829,0.962155044,70.92500305,0.937807381,-0.129722193,0.198604837,0.748826444,0.181780651,0.555102229
+Finland,2019,7.780347824,10.79223537,0.93741554,71,0.947616696,-0.054119188,0.195338428,0.732282341,0.180732876,0.63918817
+Finland,2020,7.889349937,10.7614584,0.961620748,71.07499695,0.962423682,-0.118853144,0.163635895,0.74793905,0.192897573,0.808632851
+Finland,2021,7.794377804,10.7945528,0.97028929,71.15000153,0.96318984,-0.035728443,0.191753656,0.75161171,0.175448626,0.713731229
+France,2005,7.093392849,10.63691235,0.940338254,70.69999695,0.89481926,,0.687850833,0.681277752,0.225094199,0.324883521
+France,2006,6.582700253,10.65413857,0.943929076,70.80000305,0.789120734,0.123951375,0.699270129,0.694246352,0.288682431,0.361352921
+France,2008,7.008064747,10.66886711,0.935350597,71,0.833327115,-0.033128537,0.668875813,0.702371597,0.280619293,0.452659398
+France,2009,6.283498287,10.63456821,0.918158531,71.09999847,0.798213184,-0.083970748,0.654168189,0.691047668,0.303366601,0.474448889
+France,2010,6.797901154,10.64893436,0.942954779,71.19999695,0.849702179,-0.105601452,0.622954249,0.728971004,0.260568112,0.401466221
+France,2011,6.959185123,10.6657877,0.92128557,71.30000305,0.903366625,-0.104549602,0.626624525,0.718365848,0.280994773,0.375089258
+France,2012,6.649365425,10.6640749,0.93709743,71.40000153,0.841320336,-0.151167959,0.607905269,0.705462158,0.252988011,0.44062534
+France,2013,6.66712141,10.66467381,0.907690823,71.5,0.877795756,-0.126617715,0.699069381,0.741086423,0.204969689,0.395130515
+France,2014,6.466867924,10.66945267,0.877504528,71.59999847,0.803474188,-0.120204329,0.655637443,0.758671105,0.215893835,0.263801724
+France,2015,6.357625008,10.67696476,0.895719409,71.69999695,0.817036211,-0.141385987,0.640602052,0.740427256,0.215400279,0.328252703
+France,2016,6.475208759,10.68522072,0.884922922,71.80000305,0.786780477,-0.093409583,0.622697055,0.714936078,0.27003625,0.283978164
+France,2017,6.635222435,10.70497513,0.931494594,71.90000153,0.83389014,-0.125517383,0.601486027,0.715806305,0.241983935,0.37479353
+France,2018,6.665903568,10.72070885,0.921463072,72,0.816377223,-0.139936969,0.581775308,0.705308378,0.282451361,0.380547434
+France,2019,6.689644337,10.73678303,0.958348095,72.09999847,0.827240825,-0.135421589,0.568272293,0.692844808,0.250415534,0.381849229
+France,2020,6.714111805,10.65285397,0.947354019,72.19999695,0.823386312,-0.172077149,0.564640582,0.68962425,0.23095043,0.410406649
+France,2021,6.656206608,10.71656609,0.914597511,72.30000305,0.836917698,-0.100719824,0.56081295,0.684601307,0.268417448,0.433520496
+Gabon,2011,4.255400658,9.608008385,0.652701557,54.45999908,0.771871924,-0.212838635,0.850830913,0.564417541,0.263955116,0.534545362
+Gabon,2012,3.97205925,9.621300697,0.736096144,54.91999817,0.565965831,-0.196515039,0.810119689,0.503554463,0.265743077,0.364717662
+Gabon,2013,3.800287008,9.638360977,0.733487546,55.38000107,0.68249011,-0.147025406,0.7804389,0.518544436,0.287097007,0.411837041
+Gabon,2014,3.918073177,9.644539833,0.828597128,55.84000015,0.606613815,-0.199443907,0.781658471,0.533089578,0.293042421,0.318829358
+Gabon,2015,4.66101265,9.649242401,0.755861998,56.29999924,0.671300709,-0.195057571,0.86677748,0.59964323,0.371656328,0.370059073
+Gabon,2016,4.831764221,9.639505386,0.780048966,56.625,0.698942363,-0.205520719,0.816563547,0.625076175,0.432404667,0.378069758
+Gabon,2017,4.782382965,9.616261482,0.806941152,56.95000076,0.652359545,-0.229502648,0.868305504,0.637974918,0.446124285,0.286989242
+Gabon,2018,4.783009052,9.598570824,0.78482759,57.27500153,0.719135404,-0.198381901,0.82286346,0.613811791,0.417660981,0.311373711
+Gabon,2019,4.914393425,9.612189293,0.763051689,57.59999847,0.736349881,-0.204340994,0.84625423,0.638376653,0.412960976,0.354912966
+Gabon,2020,4.88654995,9.569471359,0.701217532,57.92499924,0.52837491,-0.192087099,0.788709342,0.567638814,0.41603604,0.337647468
+Gabon,2021,5.075422287,9.559962273,0.75387162,58.25,0.699056685,-0.204959437,0.765906811,0.620008111,0.36192885,0.448331118
+Gambia,2017,4.117938995,7.636581898,0.697001517,56.40000153,0.812325835,0.1112746,0.571615577,0.77029413,0.27724719,0.796493292
+Gambia,2018,4.922099113,7.676973343,0.684799969,56.70000076,0.718728781,0.440058738,0.691069543,0.758668125,0.3792077,0.757543445
+Gambia,2019,5.163627148,7.707471848,0.693870127,57,0.676595271,0.409930617,0.798108101,0.717893243,0.400723279,0.645316124
+Georgia,2006,3.675108433,8.993415833,0.64663595,63.29999924,0.552592635,-0.267940402,0.751933634,0.352651566,0.269383609,0.462540299
+Georgia,2007,3.707194567,9.117116928,0.54836905,63.40000153,0.463722527,-0.267679572,0.697340012,0.350956768,0.235846743,0.327633679
+Georgia,2008,4.15609026,9.144052505,0.607512712,63.5,0.6139974,-0.225291982,0.49799946,0.371024489,0.261508077,0.507006943
+Georgia,2009,3.800639153,9.115746498,0.54351306,63.59999847,0.495314002,-0.233547449,0.534585297,0.391252249,0.242350146,0.426240921
+Georgia,2010,4.101837158,9.183660507,0.540388942,63.70000076,0.557857931,-0.248665944,0.459736317,0.401716352,0.242536306,0.616302013
+Georgia,2011,4.203030586,9.263072014,0.502937376,63.79999924,0.632464528,-0.255989641,0.353346407,0.421274066,0.246770427,0.657343626
+Georgia,2012,4.254445553,9.332181931,0.532586455,63.90000153,0.65872401,-0.270159751,0.320887595,0.443486065,0.250087857,0.610841632
+Georgia,2013,4.348920822,9.370764732,0.559165776,64,0.722127616,-0.255295455,0.348713607,0.467081726,0.199907079,0.633562744
+Georgia,2014,4.287508011,9.413660049,0.558420002,64.09999847,0.71978116,-0.23422803,0.415525645,0.458110958,0.204327509,0.528196216
+Georgia,2015,4.121940613,9.441860199,0.517371595,64.19999695,0.639944971,-0.206092149,0.50241679,0.44771415,0.233192086,0.254327297
+Georgia,2016,4.448386192,9.469911575,0.533412278,64.32499695,0.606468379,-0.250496089,0.560924053,0.474852562,0.223224476,0.344541132
+Georgia,2017,4.45077467,9.517067909,0.590495169,64.44999695,0.820908785,-0.245254889,0.589631975,0.495819479,0.209639609,0.296396226
+Georgia,2018,4.659097195,9.564751625,0.617218554,64.57499695,0.7751441,-0.234125003,0.754853785,0.479062021,0.243778914,0.300006181
+Georgia,2019,4.89183569,9.615089417,0.674976051,64.69999695,0.81053412,-0.261063099,0.647223175,0.502834857,0.243710026,0.405210346
+Georgia,2020,5.123143196,9.546748161,0.71834594,64.82499695,0.764352381,-0.22091116,0.582734704,0.572584391,0.294512063,0.518526018
+Georgia,2021,4.911273479,9.648091316,0.670689464,64.94999695,0.777061343,-0.285530955,0.723406911,0.509632826,0.240043506,0.443020523
+Germany,2005,6.619549751,10.69079208,0.963490367,69.90000153,0.846623778,,0.781006813,0.684764624,0.197262481,0.321758807
+Germany,2007,6.416819572,10.76004124,0.925937593,69.94000244,0.800878227,0.164431661,0.792179406,0.646914542,0.230811894,0.34976545
+Germany,2008,6.521790028,10.77149582,0.923211336,69.95999908,0.765556991,,0.758266151,0.67213124,0.220000386,0.357918292
+Germany,2009,6.64149332,10.71540546,0.934782326,69.98000336,0.843784511,0.124639109,0.689930737,0.684358895,0.206444725,0.519230902
+Germany,2010,6.724531174,10.75788689,0.939308643,70,0.842656434,0.09249673,0.688005984,0.697530389,0.182344139,0.395424008
+Germany,2011,6.621312141,10.81492519,0.947236657,70.01999664,0.906293273,0.030239167,0.677172124,0.685721278,0.165199533,0.424583137
+Germany,2012,6.702362061,10.81722355,0.926406622,70.04000092,0.904440463,0.068326421,0.67923671,0.699049354,0.169576168,0.516928196
+Germany,2013,6.965125084,10.81886101,0.931420565,70.05999756,0.894312978,0.021607108,0.56579423,0.693133771,0.204995915,0.557760656
+Germany,2014,6.984214306,10.83654785,0.937558949,70.08000183,0.898683429,0.085171044,0.473952919,0.738942146,0.187844872,0.601368845
+Germany,2015,7.037137508,10.84269905,0.925923228,70.09999847,0.889428854,0.175080508,0.412168294,0.72238481,0.20270516,0.628003657
+Germany,2016,6.873763084,10.85668278,0.906029284,70.30000305,0.870515049,0.145733327,0.445922136,0.709376156,0.187254936,0.552613556
+Germany,2017,7.074324608,10.87939453,0.892166078,70.5,0.840727866,0.142413303,0.414021194,0.707113683,0.196434811,0.622935653
+Germany,2018,7.118364334,10.88719082,0.919763148,70.69999695,0.8768875,0.031526014,0.495673954,0.740174949,0.243214577,0.592990577
+Germany,2019,7.035472393,10.89543533,0.885667324,70.90000153,0.884751558,0.054287467,0.46225515,0.712461114,0.22617121,0.568460405
+Germany,2020,7.311897755,10.84688759,0.905080497,71.09999847,0.864356041,-0.063618965,0.424088776,0.698266089,0.205927119,0.654063106
+Germany,2021,6.754523754,10.87341213,0.86758256,71.30000305,0.778439999,0.07768628,0.417581916,0.70333302,0.251194686,0.604759932
+Ghana,2006,4.535019875,8.098662376,0.728269994,52.54000092,0.849283397,0.211245984,0.814070404,0.637270749,0.197606653,0.641168416
+Ghana,2007,5.220148087,8.115411758,0.729647696,52.97999954,0.891153276,0.135754034,0.771188259,0.658397734,0.21663028,0.721768498
+Ghana,2008,4.965134621,8.177175522,0.622255147,53.41999817,0.838006318,0.117793247,0.862870395,0.674331009,0.172045439,0.665988922
+Ghana,2009,4.197695732,8.199045181,0.633197725,53.86000061,0.75747776,0.003233396,0.889738321,0.713851511,0.197590128,0.681955636
+Ghana,2010,4.606251717,8.250206947,0.73855865,54.29999924,0.891129911,0.071665198,0.874849141,0.693436503,0.184128717,0.747062862
+Ghana,2011,5.608199596,8.357404709,0.724297225,54.74000168,0.851896167,0.008451401,0.790444314,0.657618284,0.209212631,0.683400929
+Ghana,2012,5.057261944,8.422570229,0.68511188,55.18000031,0.679418445,0.037784208,0.897836149,0.709003925,0.152376384,0.576750815
+Ghana,2013,4.965053082,8.469906807,0.676289201,55.61999893,0.793793738,-0.067691118,0.880178452,0.660169482,0.210818723,0.485888302
+Ghana,2014,3.860351086,8.475151062,0.651468754,56.06000137,0.676916063,-0.001091808,0.912682354,0.681699812,0.280321032,0.341002405
+Ghana,2015,3.985916138,8.473448753,0.687448561,56.5,0.852016151,-0.040479749,0.94543612,0.674785078,0.265278548,0.441527426
+Ghana,2016,4.514411449,8.484161377,0.647303164,56.875,0.75116837,0.087481961,0.893955231,0.65892458,0.304909706,0.516604602
+Ghana,2017,5.481310844,8.540109634,0.669111073,57.25,0.783046365,0.076572515,0.838609993,0.714789271,0.247518942,0.670288563
+Ghana,2018,5.003693104,8.578335762,0.760716796,57.625,0.816680491,0.060036652,0.846328497,0.715819657,0.250001252,0.623060167
+Ghana,2019,4.96680975,8.619757652,0.746247828,58,0.787447751,0.113771118,0.85666585,0.644655406,0.269940108,0.578076839
+Ghana,2020,5.31948328,8.602586746,0.642703354,58.375,0.823720038,0.198195651,0.847024918,0.674681187,0.252728432,0.61885488
+Ghana,2021,4.377950668,8.621863365,0.63272965,58.75,0.730264723,0.108457863,0.887770474,0.58759433,0.295109749,0.521073401
+Greece,2005,6.006309986,10.45363998,0.836539447,69.59999847,0.734171808,,0.860563099,0.597686529,0.263643026,0.487543494
+Greece,2007,6.646961212,10.5352869,0.808002651,69.76000214,0.575308859,-0.192107111,0.844570935,0.629187405,0.22174412,0.38142845
+Greece,2009,6.038574696,10.48268509,0.793317616,69.91999817,0.443107843,-0.294750184,0.958768308,0.614257872,0.253589481,0.316206783
+Greece,2010,5.839558601,10.42505169,0.868422449,70,0.484110981,-0.30452165,0.954113841,0.580756307,0.291516393,0.236502409
+Greece,2011,5.372039795,10.31951046,0.85155499,70.08000183,0.528125942,-0.317181766,0.941152513,0.551990569,0.322790802,0.175151214
+Greece,2012,5.096354008,10.2514143,0.81214112,70.16000366,0.37261042,-0.305750698,0.958908975,0.544410706,0.351506293,0.126218989
+Greece,2013,4.720251083,10.23318386,0.686650038,70.23999786,0.425966531,-0.273400784,0.941309869,0.570836425,0.482183158,0.143608585
+Greece,2014,4.75623703,10.24459076,0.832333207,70.31999969,0.369156331,-0.289111882,0.930213809,0.597015142,0.385433316,0.188292742
+Greece,2015,5.622519016,10.24921608,0.834824681,70.40000153,0.531736314,-0.273337901,0.823959649,0.636590421,0.277412534,0.437318921
+Greece,2016,5.302619457,10.24849224,0.802605867,70.52500153,0.481616855,-0.261306584,0.898470819,0.593827844,0.336207509,0.132486552
+Greece,2017,5.14824152,10.26133156,0.752899528,70.65000153,0.438300014,-0.290921479,0.87223947,0.51590848,0.332830757,0.139880896
+Greece,2018,5.40928936,10.27990723,0.793500781,70.77500153,0.564455688,-0.335739225,0.860302389,0.563627839,0.255006582,0.157048658
+Greece,2019,5.952157497,10.29883575,0.890809536,70.90000153,0.613584101,-0.289313048,0.848003805,0.559758365,0.235946462,0.396424621
+Greece,2020,5.787615776,10.20487785,0.778536558,71.02500153,0.56461364,-0.242127046,0.764324546,0.629382133,0.321684211,0.397469759
+Greece,2021,6.104214191,10.26983833,0.85032618,71.15000153,0.574029803,-0.155177593,0.751816869,0.623556495,0.310851872,0.401736408
+Guatemala,2006,5.901429176,8.849712372,0.830441594,58.97999954,0.663381696,0.171487257,0.706095576,0.789322317,0.287081897,0.385179371
+Guatemala,2007,6.329581261,8.891402245,0.866397083,59.25999832,0.627586961,0.135011524,0.80974263,0.789606929,0.224379733,0.299441606
+Guatemala,2008,6.414494514,8.904532433,0.865605474,59.54000092,0.630151749,0.204702258,0.79628545,0.800283611,0.2336362,0.322260082
+Guatemala,2009,6.451916218,8.890479088,0.833815634,59.81999969,0.643478751,0.195775762,0.754889369,0.813852191,0.239741579,0.339307934
+Guatemala,2010,6.289748669,8.900547028,0.859052479,60.09999847,0.695862949,0.165445715,0.794835389,0.804730654,0.235617921,0.340046316
+Guatemala,2011,5.743353844,8.923148155,0.768112421,60.38000107,0.762963116,0.008070762,0.863039374,0.791875601,0.289357901,0.355844259
+Guatemala,2012,5.855717182,8.934686661,0.802148998,60.65999985,0.865472019,0.019449053,0.820923984,0.808444262,0.349404961,0.502455831
+Guatemala,2013,5.984601498,8.953396797,0.829650402,60.93999863,0.88400501,0.044090118,0.816769838,0.822216988,0.33252427,0.467045605
+Guatemala,2014,6.536030769,8.979589462,0.833974659,61.22000122,0.843398929,0.106659837,0.804462552,0.815518975,0.305114686,0.373200327
+Guatemala,2015,6.464986801,9.002781868,0.822837472,61.5,0.868639767,0.050409481,0.821654916,0.826123118,0.310553789,0.272380829
+Guatemala,2016,6.358916283,9.012626648,0.811235487,61.70000076,0.862675726,0.010565705,0.812030017,0.815476716,0.321357191,0.468962193
+Guatemala,2017,6.325118542,9.026683807,0.826492071,61.90000153,0.914521694,-0.059480023,0.799747884,0.818839788,0.308086157,0.458623856
+Guatemala,2018,6.626591682,9.04336071,0.841107249,62.09999847,0.909538031,-0.011102872,0.765454412,0.827421427,0.262411267,0.45706442
+Guatemala,2019,6.262175083,9.065696716,0.774074376,62.29999924,0.90067631,-0.063377336,0.772577941,0.819660842,0.310789257,0.457001328
+Guinea,2011,4.044569492,7.566572666,0.598465562,51.02000046,0.796830237,0.04117918,0.743256271,0.669798911,0.260133177,0.768311977
+Guinea,2012,3.651554823,7.602062702,0.542295277,51.13999939,0.646187842,0.001416398,0.794450223,0.657049835,0.284573376,0.557172477
+Guinea,2013,3.901793003,7.618407726,0.566866577,51.25999832,0.692736626,0.091421083,0.815481603,0.605540574,0.348057002,0.523243308
+Guinea,2014,3.4124825,7.63128376,0.63771373,51.38000107,0.68355757,0.006451317,0.705246389,0.643382549,0.351264536,0.571207225
+Guinea,2015,3.504693508,7.643930912,0.578859627,51.5,0.66595304,0.00699554,0.762152016,0.658103645,0.267741233,0.610287786
+Guinea,2016,3.602854729,7.720230103,0.675447047,51.95000076,0.725685179,-0.055936489,0.802781165,0.676122487,0.374393791,0.465695828
+Guinea,2017,4.873722553,7.790615082,0.634025574,52.40000153,0.738212824,0.03815794,0.750026226,0.701788723,0.422460884,0.639980793
+Guinea,2018,5.25222683,7.823928833,0.630433142,52.84999847,0.731157243,0.092219159,0.778393805,0.727270722,0.4404383,0.59172374
+Guinea,2019,4.76768446,7.850506306,0.655124187,53.29999924,0.691399097,0.096929699,0.755585492,0.669558287,0.473388433,0.579256535
+Guinea,2020,4.972168446,7.890141964,0.731928527,53.75,0.598107696,0.078628287,0.790462673,0.706352055,0.34602198,0.326949686
+Guinea,2021,4.944539547,7.913556576,0.627239227,54.20000076,0.676289976,0.15986903,0.783515692,0.671716809,0.450476736,
+Guyana,2007,5.992826462,9.101896286,0.848765194,56.24000168,0.694005668,0.085604735,0.835569084,0.760633051,0.29641977,0.464712054
+Haiti,2006,3.754156113,7.964181423,0.693800747,6.71999979,0.449474722,0.361143291,0.853506446,0.583196223,0.332141399,0.357021451
+Haiti,2008,3.846329212,8.004621506,0.679098427,17.36000061,0.464970648,0.219058767,0.811658978,0.572522998,0.255774111,0.236633286
+Haiti,2010,3.76599884,7.972779751,0.554030776,28,0.372941315,0.173648268,0.848006785,0.495069414,0.292556822,0.156370804
+Haiti,2011,4.844573975,8.007441521,0.567039013,33.31999969,0.412587792,0.200928017,0.681960106,0.5502581,0.244855642,0.45666796
+Haiti,2012,4.413475037,7.997652531,0.74866271,38.63999939,0.482485861,0.249090612,0.717166364,0.556582868,0.283806413,0.367326528
+Haiti,2013,4.62196207,8.025488853,0.648350894,43.95999908,0.610410035,0.249354437,0.668975711,0.52825129,0.326655537,0.355143219
+Haiti,2014,3.888778448,8.028406143,0.554148793,49.27999878,0.508805454,0.245497912,0.70752126,0.573324144,0.327208459,0.325261921
+Haiti,2015,3.569762468,8.039913177,0.56431967,54.59999847,0.398295492,0.265667707,0.777403951,0.597596824,0.332539678,0.297118127
+Haiti,2016,3.352300167,8.044462204,0.58374244,54.90000153,0.303540409,0.250791579,0.838523149,0.532205284,0.367341012,0.146064624
+Haiti,2017,3.823865652,8.056204796,0.646984994,55.20000076,0.484429151,0.339526951,0.647191584,0.570106566,0.321692765,0.435076952
+Haiti,2018,3.614928007,8.060004234,0.537975907,55.5,0.591468394,0.379918069,0.720444739,0.580672979,0.358720034,0.367896646
+Honduras,2006,5.396519661,8.46243,0.932676792,63.09999847,0.650253594,0.088767923,0.843539059,0.837169111,0.155473977,0.439894915
+Honduras,2007,5.09715414,8.499909401,0.818868577,62.90000153,0.675630987,0.229906514,0.825974703,0.7119174,0.19878,0.336073428
+Honduras,2008,5.420331001,8.519512177,0.828175902,62.70000076,0.686880887,0.222679302,0.863222003,0.718948781,0.20585382,0.288161844
+Honduras,2009,6.033189297,8.47383976,0.823966086,62.5,0.661202788,0.118221872,0.856734335,0.744660378,0.261304349,0.287242413
+Honduras,2010,5.866131306,8.490227699,0.802938998,62.29999924,0.645528495,0.105017968,0.81994009,0.745393693,0.259946257,0.302966446
+Honduras,2011,4.961031437,8.508435249,0.76570183,62.09999847,0.783369064,0.095057718,0.883963168,0.75679487,0.307470977,0.293331981
+Honduras,2012,4.602218151,8.530200005,0.779194891,61.90000153,0.700452089,-0.003648479,0.871437132,0.79634434,0.293591261,0.26335296
+Honduras,2013,4.713358402,8.53963089,0.791960239,61.70000076,0.698400378,-0.027667034,0.867699742,0.794984698,0.283281326,0.253187001
+Honduras,2014,5.055726051,8.552061081,0.790214539,61.5,0.695982575,0.014617813,0.834350109,0.794057786,0.299388498,0.329523891
+Honduras,2015,4.845436573,8.572328568,0.772375524,61.29999924,0.534057677,-0.097305715,0.848082721,0.829365373,0.31076616,0.296962649
+Honduras,2016,5.648154736,8.593341827,0.773909986,61.72499847,0.850046694,0.079515971,0.792875171,0.790041089,0.296846688,0.389274508
+Honduras,2017,6.019985676,8.62371254,0.84335494,62.15000153,0.898377419,0.071606725,0.783429444,0.796158135,0.248383343,0.495585024
+Honduras,2018,5.908423901,8.644770622,0.827067018,62.57500076,0.872161686,0.098558784,0.803564787,0.82186228,0.287357897,0.398913682
+Honduras,2019,5.930051327,8.654548645,0.797148347,63,0.846190035,0.06204813,0.814962924,0.789050698,0.278882086,0.358097196
+Honduras,2021,6.113636017,8.57476902,0.805980861,63.84999847,0.835045755,0.119133651,0.847225428,0.807722807,0.269214004,0.226496547
+Hong Kong S.A.R. of China,2006,5.511187077,10.74642372,0.812177718,,0.90982008,0.153045893,0.355984807,0.591139972,0.235955417,0.663937926
+Hong Kong S.A.R. of China,2008,5.137261868,10.81554604,0.840222418,,0.922211289,0.293682188,0.273945063,0.575072944,0.236634448,0.677436531
+Hong Kong S.A.R. of China,2009,5.397055626,10.78849316,0.834715724,,0.918026328,0.305077225,0.272124708,0.606459022,0.210104212,0.619142175
+Hong Kong S.A.R. of China,2010,5.642834663,10.84663391,0.857314408,,0.890417695,0.329339951,0.255775422,0.600561321,0.183105648,0.634736776
+Hong Kong S.A.R. of China,2011,5.474010944,10.88693237,0.846060157,,0.894330144,0.23190181,0.244886592,0.582491279,0.195711568,0.584562063
+Hong Kong S.A.R. of China,2012,5.483764648,10.89275265,0.826425672,,0.879752457,0.219743595,0.379783154,0.580223143,0.183349267,0.49790594
+Hong Kong S.A.R. of China,2014,5.458050728,10.93950272,0.833558202,,0.843082368,0.221097276,0.422959864,0.602495313,0.242867544,0.45782268
+Hong Kong S.A.R. of China,2016,5.498420715,10.96985722,0.83207792,,0.799743414,0.097504489,0.40281257,0.568554521,0.213114589,0.449610382
+Hong Kong S.A.R. of China,2017,5.362474918,10.9995842,0.83106631,,0.830657244,0.137304857,0.415810198,0.535811782,0.200593412,0.545040727
+Hong Kong S.A.R. of China,2019,5.659317017,10.99517918,0.855825663,,0.726852179,0.064956211,0.431973636,0.519312441,0.357607275,0.332539529
+Hong Kong S.A.R. of China,2020,5.295341492,10.935853,0.812942982,,0.705452263,-0.072825305,0.380351216,0.521670997,0.210313618,0.442211211
+Hong Kong S.A.R. of China,2021,5.321550846,,0.821088552,,0.6686306,,0.389589489,0.534147561,0.223565042,0.495273739
+Hungary,2005,5.193933487,10.10315037,0.929628253,65,0.696874499,,0.902810693,0.578233123,0.290326953,0.360526353
+Hungary,2007,4.953917027,10.14774132,0.93065387,65.31999969,0.538498104,-0.162447408,0.895177424,0.600212455,0.230282992,0.24971357
+Hungary,2009,4.894600391,10.09282589,0.900874496,65.63999939,0.464373112,-0.126747891,0.914700747,0.575199783,0.227890417,0.199941784
+Hungary,2010,4.725132465,10.1058588,0.895693719,65.80000305,0.513835371,-0.1469879,0.98327601,0.574385524,0.234813049,0.251568109
+Hungary,2011,4.917602539,10.12712288,0.893662214,65.95999908,0.631100118,-0.090984076,0.939908028,0.586092055,0.304519564,0.35979417
+Hungary,2012,4.683358192,10.11962986,0.906113982,66.12000275,0.56923151,-0.138156757,0.930297315,0.581948757,0.315398008,0.209778264
+Hungary,2013,4.914466858,10.14028549,0.877318323,66.27999878,0.673728287,-0.114918686,0.911533177,0.646606326,0.306724131,0.327895939
+Hungary,2014,5.18056345,10.18434906,0.844735265,66.44000244,0.494474709,-0.151816174,0.855361402,0.577916741,0.237619638,0.308385164
+Hungary,2015,5.34438324,10.22309113,0.858733833,66.59999847,0.557721376,-0.199827328,0.907530308,0.649912417,0.244536385,0.279211909
+Hungary,2016,5.448901653,10.24772549,0.899511576,66.75,0.55395174,-0.18889077,0.924185812,0.589961708,0.24332577,0.30377233
+Hungary,2017,6.065038681,10.29218388,0.876747549,66.90000153,0.661165953,-0.141345143,0.886361301,0.643605471,0.180921271,0.377770513
+Hungary,2018,5.935770988,10.34565926,0.940591395,67.05000305,0.692627072,-0.244881332,0.911277413,0.59467715,0.201082885,0.388044029
+Hungary,2019,6.000259876,10.39064598,0.94651556,67.19999695,0.798041046,-0.196938932,0.883571446,0.652892768,0.180348128,0.483934194
+Hungary,2020,6.038049698,10.34495068,0.943400383,67.34999847,0.77096808,-0.123248726,0.836105108,0.661645353,0.24005194,0.428733259
+Hungary,2021,6.226647854,10.413867,0.947892129,67.5,0.727489948,-0.041736327,0.831555367,0.668148637,0.191949174,0.416566133
+Iceland,2008,6.888284206,10.8780365,0.977429569,71.19999695,0.885196149,0.267935932,0.708049297,0.851445079,0.153068438,0.238103107
+Iceland,2012,7.590660095,10.78808689,0.978965282,71.59999847,0.904654503,0.238064557,0.758585632,0.816949069,0.157153815,0.257335573
+Iceland,2013,7.501394272,10.82314682,0.967144907,71.69999695,0.9232077,0.302278221,0.712598741,0.80226624,0.15627557,0.456565946
+Iceland,2015,7.498070717,10.86174393,0.980283201,71.90000153,0.94048512,0.297559828,0.638661802,0.794291139,0.179504439,0.427228123
+Iceland,2016,7.510034561,10.90899277,0.984940052,71.92500305,0.951609552,0.27780053,0.719299555,0.807857871,0.158169165,0.363518298
+Iceland,2017,7.476213932,10.92663097,0.966752827,71.94999695,0.938783288,0.242981777,0.726845384,0.823209763,0.148160011,0.365041941
+Iceland,2019,7.532504559,10.94967937,0.981824577,72,0.959470093,,0.698707938,0.787222624,0.17770353,0.521377087
+Iceland,2020,7.575489521,10.86630154,0.983286083,72.02500153,0.948627174,0.154635549,0.64406389,0.808147848,0.171795145,0.592407286
+Iceland,2021,7.564624786,10.89974785,0.97985822,72.05000305,0.923243344,0.258854508,0.664465606,0.805808485,0.1591032,0.633886755
+India,2006,5.348258972,8.147028923,0.707318068,55.86000061,0.773737073,,0.854811728,0.576095998,0.198601618,0.649276435
+India,2007,5.02679348,8.205752373,0.568992674,56.22000122,0.728892624,-0.051519856,0.862142861,0.541329563,0.252502203,0.817411602
+India,2008,5.145833015,8.221504211,0.683593154,56.58000183,0.755839646,-0.07218942,0.891188443,0.572613895,0.259315461,0.616264701
+India,2009,4.521517754,8.283079147,0.652852058,56.93999863,0.678643644,-0.02627177,0.894611061,0.638585687,0.300621331,0.698452473
+India,2010,4.989277363,8.351133347,0.604809761,57.29999924,0.783060372,0.057497002,0.862548053,0.579225481,0.266502023,0.667365491
+India,2011,4.634871483,8.389334679,0.552593112,57.65999985,0.837551653,-0.038207788,0.907793522,0.479759604,0.231594488,0.580353677
+India,2012,4.720146656,8.430147171,0.510574579,58.02000046,0.609320104,0.066842526,0.829614758,0.543506503,0.294841021,0.539206505
+India,2013,4.427788734,8.480222702,0.552826345,58.38000107,0.740176618,0.083723851,0.832356334,0.608282983,0.330437362,0.532654881
+India,2014,4.424379349,8.540250778,0.621466637,58.74000168,0.809382915,-0.026379159,0.832141995,0.651042819,0.284582049,0.733619034
+India,2015,4.342079163,8.60600853,0.61013329,59.09999847,0.777225256,-0.005790743,0.776434958,0.657200933,0.321829438,0.694716752
+India,2016,4.179177284,8.674435616,0.613529384,59.40000153,0.820068777,0.045201633,0.764722109,0.645889163,0.345681459,0.732104599
+India,2017,4.046111107,8.729546547,0.606767476,59.70000076,0.88585043,-0.04242168,0.780802786,0.578831077,0.317936778,0.8392784
+India,2018,3.818068743,8.782452583,0.638051987,60,0.890443385,0.08380115,0.80526334,0.590560198,0.357458085,0.753280878
+India,2019,3.24876976,8.811940193,0.560780764,60.29999924,0.875540316,0.111500815,0.751979411,0.560403168,0.466335624,0.78970331
+India,2020,4.223865509,8.726764679,0.616411507,60.59999847,0.906415939,0.072429791,0.780127108,0.686477244,0.383293122,0.798643291
+India,2021,3.558253765,8.807804108,0.569732904,60.90000153,0.866110921,0.056761485,0.756820023,0.547308445,0.429137886,0.785475373
+Indonesia,2006,4.946978092,8.850008011,0.770950854,60.31999969,0.713171124,0.346718609,0.915120065,0.715400815,0.265537202,0.595440388
+Indonesia,2007,5.101213932,8.898288727,0.703788102,60.54000092,0.603260338,0.310682416,0.959867001,0.695946157,0.241613194,0.524597168
+Indonesia,2008,4.815309525,8.943452835,0.675075412,60.75999832,0.595633388,0.163405955,0.96821183,0.67530942,0.239270583,0.664624453
+Indonesia,2009,5.472361088,8.975410461,0.779368043,60.97999954,0.783792853,0.189910948,0.910941303,0.767534971,0.192703858,0.811119676
+Indonesia,2010,5.457299232,9.022411346,0.816021502,61.20000076,0.699657559,0.446611434,0.954049587,0.71695751,0.217907995,0.64145273
+Indonesia,2011,5.172608376,9.068800926,0.82497704,61.41999817,0.878287196,0.436993897,0.962294877,0.747676671,0.273416042,0.739044189
+Indonesia,2012,5.36777401,9.113837242,0.833621144,61.63999939,0.770319343,0.353094935,0.96158886,0.763571858,0.228979602,0.672580957
+Indonesia,2013,5.292237759,9.154512405,0.793760836,61.86000061,0.780690789,0.374977708,0.972668588,0.777257264,0.249146357,0.683505118
+Indonesia,2014,5.597375393,9.190257072,0.904827833,62.08000183,0.71941328,0.406894445,0.970144212,0.757046998,0.241678208,0.653533399
+Indonesia,2015,5.04279995,9.225190163,0.809478104,62.29999924,0.779418349,0.47023648,0.945967257,0.796219051,0.274292201,0.645185173
+Indonesia,2016,5.136325359,9.262088776,0.791830599,62.42499924,0.82994163,0.498652279,0.889677405,0.747754455,0.341573596,0.80088073
+Indonesia,2017,5.098401546,9.299781799,0.795589209,62.54999924,0.865026295,0.486710787,0.900416434,0.781277835,0.319171578,0.825765371
+Indonesia,2018,5.340295792,9.338885307,0.809378862,62.67499924,0.879374385,0.510791004,0.867729425,0.7960307,0.295986801,0.837602735
+Indonesia,2019,5.346512794,9.376869202,0.80191803,62.79999924,0.865859151,0.55411315,0.860784769,0.800203919,0.301702797,0.782263815
+Indonesia,2020,4.828147411,9.345304489,0.750896156,62.92499924,0.85332638,0.53391695,0.913812995,0.742214978,0.351377964,0.773202956
+Indonesia,2021,5.43317318,9.367486954,0.816924691,63.04999924,0.884855866,0.545828223,0.845080256,0.798546731,0.27275306,0.840339124
+Iran,2005,5.308190346,9.392513275,0.765978038,64.30000305,0.651167691,,0.636490345,0.514641285,0.456109405,0.55480504
+Iran,2007,5.336371422,9.497390747,0.71759212,64.58000183,0.532619894,0.054188997,0.87164396,0.55341208,0.361320287,0.49536556
+Iran,2008,5.128988266,9.488964081,0.632628739,64.72000122,0.601222098,0.050939094,0.868343472,0.540651083,0.345182449,0.560803413
+Iran,2011,4.767507076,9.54719162,0.582237065,65.13999939,0.797573686,0.198996231,0.664581537,0.51254046,0.359067976,0.803579271
+Iran,2012,4.608927727,9.457777977,0.599542618,65.27999878,0.764418423,,0.677707136,0.529298484,0.524968743,0.718554199
+Iran,2013,5.139579296,9.443441391,0.66370672,65.41999817,0.730214715,0.214258671,0.685038149,0.574902415,0.551839709,0.687470555
+Iran,2014,4.682224274,9.475666046,0.644063771,65.55999756,0.766822994,0.239348903,0.639682412,0.549891829,0.511569083,0.744599879
+Iran,2015,4.749955654,9.44920826,0.572406888,65.69999695,0.780383229,0.175056025,0.698951244,0.548020124,0.519858181,0.753276825
+Iran,2016,4.652730942,9.561364174,0.566281199,65.84999847,0.773303747,0.184208706,0.712782621,0.592352271,0.52587682,0.709471166
+Iran,2017,4.716783047,9.584375381,0.714232922,66,0.730635166,0.217045829,0.714941323,0.589897513,0.438533902,
+Iran,2018,4.278117657,9.508358002,0.673764706,66.15000153,0.603319883,0.082835652,0.703439772,0.481677294,0.493148893,0.549940705
+Iran,2019,5.006145954,9.424582481,0.698293149,66.30000305,0.623282075,0.14182049,0.728306532,0.524720848,0.448525667,0.521268964
+Iran,2020,4.864528179,9.444972992,0.757218659,66.44999695,0.599594474,0.14411211,0.70990169,0.504636586,0.470245004,0.469801754
+Iran,2021,4.78781414,9.462799072,0.771469533,66.59999847,0.609310269,0.187419236,0.761170328,0.517929852,0.42716375,0.617649436
+Iraq,2008,4.589844704,9.010554314,0.744366288,60.93999863,0.385769367,-0.058426142,0.909881651,0.532274425,0.448168784,0.476128489
+Iraq,2009,4.775316715,9.023305893,0.861746132,60.91999817,0.431467623,-0.196546704,0.854340255,0.504469514,0.403819829,0.492969662
+Iraq,2010,5.065462112,9.059176445,0.854117811,60.90000153,0.419064105,-0.121787421,0.858734667,0.496702403,0.430934399,0.340983748
+Iraq,2011,4.725366116,9.099401474,0.750748634,60.88000107,0.347414047,-0.066762261,0.780027211,0.473191261,0.557098687,0.366801709
+Iraq,2012,4.659508705,9.192666054,0.730118215,60.86000061,0.314564615,-0.017498892,0.78919065,0.410450041,0.44905889,0.339846313
+Iraq,2013,4.725017071,9.227218628,0.728285432,60.84000015,,-0.047179665,0.709726155,,0.554278731,0.500669956
+Iraq,2014,4.541502476,9.19203949,0.725150704,60.81999969,0.646006584,0.002025422,0.726008117,0.538857281,0.563631117,0.512633264
+Iraq,2015,4.493377209,9.205023766,0.684434831,60.79999924,0.599459946,0.020942628,0.762167156,0.478412598,0.58126694,0.435163736
+Iraq,2016,4.412537098,9.305413246,0.718956709,61.27500153,0.666160166,-0.049795177,0.798866451,0.471186787,0.569758058,0.418604314
+Iraq,2017,4.462399006,9.261638641,0.695109367,61.75,0.627722025,0.001347044,0.757108808,0.48701793,0.59053874,0.424050778
+Iraq,2018,4.8864007,9.264451981,0.763508916,62.22499847,0.597822785,-0.068688959,0.886699617,0.551774025,0.482026786,0.313324153
+Iraq,2020,4.78516531,9.106354713,0.707847476,63.17499924,0.700214565,-0.017389014,0.849108756,0.585361362,0.531538904,0.433240741
+Iraq,2021,5.093667984,9.109132767,0.730212867,63.65000153,0.594466746,0.008787568,0.900640011,0.577400565,0.474228501,0.42379427
+Ireland,2006,7.144246578,10.97146511,0.967041135,69.62000275,0.943274736,0.239214137,0.472848564,0.814784765,0.208633751,0.632926881
+Ireland,2008,7.568029881,10.92795944,0.982521713,69.86000061,0.894108713,0.319300771,0.486994654,0.745194614,0.147759244,0.513727903
+Ireland,2009,7.045911312,10.86545181,0.958702445,69.98000336,0.834729671,0.312667906,0.579600155,0.745341063,0.232698768,0.29256928
+Ireland,2010,7.257389545,10.87740135,0.972885907,70.09999847,0.85602957,0.345456243,0.618024111,0.762811244,0.200655416,0.332579374
+Ireland,2011,7.006904125,10.8836689,0.977377594,70.22000122,0.952034354,0.380387187,0.589912653,0.786443889,0.19030945,0.529104173
+Ireland,2012,6.964645386,10.87890816,0.961785913,70.33999634,0.90219456,0.299391657,0.572632253,0.721398354,0.236661568,0.3458727
+Ireland,2013,6.760085106,10.88623333,0.955188334,70.45999908,0.883772016,0.32861793,0.558394194,0.744001567,0.245267823,0.285015553
+Ireland,2014,7.018379211,10.96247101,0.967744648,70.58000183,0.921629548,0.260660589,0.406036258,0.736091077,0.228723049,0.459882379
+Ireland,2015,6.830125332,11.17757511,0.95294255,70.69999695,0.892276943,0.229410216,0.408756912,0.748266399,0.225349247,0.571841061
+Ireland,2016,7.04073143,11.18650341,0.958144009,70.80000305,0.874589145,0.172205627,0.398544312,0.744257927,0.211063311,0.574739754
+Ireland,2017,7.060155392,11.26124382,0.943481982,70.90000153,0.905341148,0.213817194,0.33708474,0.771208107,0.212784126,0.603799641
+Ireland,2018,6.962335587,11.33530903,0.937862396,71,0.861471593,0.140902087,0.362210244,0.753603339,0.213050067,0.618405282
+Ireland,2019,7.254841328,11.36963272,0.943726361,71.09999847,0.892458677,0.070615135,0.372803569,0.758422494,0.223299861,0.581215978
+Ireland,2020,7.034930706,11.41448212,0.960311055,71.19999695,0.882098258,0.004125291,0.355632722,0.752608776,0.246447265,0.588148296
+Ireland,2021,6.827651978,11.54503345,0.849838138,71.30000305,0.846344113,0.133829191,0.360423386,0.732733727,0.245210573,0.623389423
+Israel,2006,7.173417091,10.34792233,0.927078903,71.08000183,0.816652834,,0.905374765,0.638606071,0.308495611,0.34179756
+Israel,2007,6.841114998,10.38939095,0.868216813,71.16000366,0.68286407,0.219787315,0.867820978,0.642078578,0.319893599,0.21780324
+Israel,2008,7.261261463,10.40562916,0.859264135,71.23999786,0.662969172,0.138816014,0.898196399,0.635245323,0.349394649,0.184401557
+Israel,2009,7.352979183,10.39309216,0.936573029,71.31999969,0.592529774,0.171740651,0.922718406,0.620061755,0.326583624,0.404165804
+Israel,2010,7.358916283,10.43011475,0.881829858,71.40000153,0.5614779,0.149871558,0.902182698,0.627862692,0.362394363,0.448931694
+Israel,2011,7.433147907,10.46557808,0.892696559,71.48000336,0.722269237,0.140300959,0.891295373,0.654481232,0.384475023,0.271090537
+Israel,2012,7.110854626,10.47495556,0.903415501,71.55999756,0.681439221,0.151844844,0.862327278,0.611278474,0.319231451,0.343569756
+Israel,2013,7.320563316,10.50296116,0.908515871,71.63999939,0.739001632,0.148959547,0.848537862,0.648566186,0.408576161,0.451302052
+Israel,2014,7.400570393,10.52418518,0.889069736,71.72000122,0.706974626,0.091855034,0.818039954,0.56718111,0.271255702,0.443641841
+Israel,2015,7.07941103,10.52691269,0.864130199,71.80000305,0.752783954,0.106784448,0.789429903,0.65163219,0.256258249,0.405343235
+Israel,2016,7.159010887,10.55097008,0.889660776,71.94999695,0.772297323,0.151116759,0.804056585,0.601827323,0.263090223,0.43813318
+Israel,2017,7.331036091,10.57442188,0.916440845,72.09999847,0.768076301,0.142688021,0.792652249,0.620967388,0.276443154,0.389368147
+Israel,2018,6.92717886,10.5942173,0.90959543,72.25,0.724662304,0.052248515,0.770134807,0.611806214,0.28206256,0.422329724
+Israel,2019,7.331779957,10.61216927,0.946010649,72.40000153,0.834491909,0.08222159,0.742867768,0.597811222,0.265891671,0.495666921
+Israel,2020,7.194928169,10.57256699,0.959072173,72.55000305,0.831315815,-0.054193012,0.74763906,0.564403653,0.242825732,0.388938516
+Israel,2021,7.577528,10.61664009,0.91658324,72.69999695,0.819777012,-0.001983023,0.726003766,0.558294713,0.21654281,0.439594686
+Italy,2005,6.853783607,10.697855,0.928000689,70.59999847,0.802194953,,0.943912327,0.606102049,0.294698149,0.238738
+Italy,2007,6.574412346,10.72230911,0.912292421,70.80000305,0.684297025,0.11134439,0.922196567,0.64994818,0.303445637,0.30342415
+Italy,2008,6.779774189,10.70601845,0.87966311,70.90000153,0.543076873,0.047136191,0.945625067,0.587876499,0.267580599,0.363116562
+Italy,2009,6.333800316,10.64720726,0.880312502,71,0.700550497,0.238355577,0.889984667,0.715410948,0.279377729,0.399521708
+Italy,2010,6.354238033,10.66111946,0.872384131,71.09999847,0.737738907,-0.061614886,0.921075165,0.535315871,0.235879943,0.333916396
+Italy,2011,6.057086468,10.66644764,0.913309336,71.19999695,0.567738414,-0.019908598,0.933460951,0.610143721,0.265567929,0.259559691
+Italy,2012,5.839313984,10.63348961,0.86948663,71.30000305,0.570094943,0.110765703,0.908323646,0.651434124,0.387652248,0.280694604
+Italy,2013,6.009373665,10.60331535,0.916296065,71.40000153,0.499168754,-0.104334898,0.942639291,0.701823175,0.356616199,0.145972148
+Italy,2014,6.026585102,10.59409428,0.89789933,71.5,0.623531222,-0.066907115,0.919959545,0.658744931,0.356019616,0.309035748
+Italy,2015,5.847683907,10.60281086,0.908986509,71.59999847,0.574765742,-0.066245019,0.912753046,0.646101654,0.329209089,0.260625869
+Italy,2016,5.95452404,10.61736202,0.927212834,71.67500305,0.623741627,-0.082592517,0.902801216,0.632481337,0.339173585,0.23759909
+Italy,2017,6.198870182,10.63540173,0.919791222,71.75,0.632843256,-0.03712187,0.866667926,0.612839162,0.322846144,0.230196297
+Italy,2018,6.516526699,10.64651775,0.912656128,71.82499695,0.650009274,-0.023380011,0.887824833,0.597976208,0.402975351,0.206626192
+Italy,2019,6.445416927,10.66214275,0.83840245,71.90000153,0.709478855,-0.084498353,0.865528047,0.568893611,0.327960074,0.221925855
+Italy,2020,6.488356113,10.57144165,0.889824033,71.97499847,0.718155444,-0.152927265,0.844094574,0.613840938,0.311002165,0.374515772
+Italy,2021,6.4667449,10.63541317,0.885533631,72.05000305,0.702845216,-0.091751009,0.862317502,0.634286821,0.318436861,0.354293913
+Ivory Coast,2009,4.197181702,8.194112778,0.667008698,48.90000153,0.759862185,-0.152399331,0.902262032,0.554681003,0.186183736,0.423931181
+Ivory Coast,2013,3.739365578,8.284461021,0.708571136,51.29999924,0.739193261,-0.031627633,0.691117585,0.661407471,0.306065738,0.57163626
+Ivory Coast,2014,3.570368528,8.349000931,0.710991681,51.90000153,0.780773103,-0.081458665,0.671356261,0.603351533,0.290650547,0.629748821
+Ivory Coast,2015,4.445038795,8.393250465,0.703991652,52.5,0.7997455,-0.0537185,0.744249642,0.614115715,0.347228676,0.643835604
+Ivory Coast,2016,4.542545795,8.437220573,0.617400765,53.07500076,0.768789351,-0.0430662,0.757453382,0.692695022,0.378029406,0.714816749
+Ivory Coast,2017,5.037734985,8.482757568,0.661375344,53.65000153,0.732097924,-0.110935926,0.770940244,0.662436187,0.35745579,0.516654313
+Ivory Coast,2018,5.26837492,8.523866653,0.620882571,54.22499847,0.712590039,-0.050507963,0.790966868,0.658914387,0.385631382,0.535438716
+Ivory Coast,2019,5.392012119,8.558825493,0.67938602,54.79999924,0.735711992,-0.01737914,0.799271226,0.663475573,0.425407171,0.609362841
+Ivory Coast,2020,5.256503582,8.55281353,0.61310631,55.375,0.769998014,0.015964827,0.776687264,0.655147433,0.33991909,0.549262762
+Ivory Coast,2021,5.055806637,8.588439941,0.554224849,55.95000076,0.717105269,-0.000176828,0.715896964,0.625795424,0.344690382,0.668288469
+Jamaica,2006,6.207881927,9.22544384,0.909083962,66.59999847,0.73823607,-0.004938514,0.94598788,0.752819479,0.200846747,0.175664648
+Jamaica,2011,5.374446392,9.163928986,0.854584217,66.59999847,0.795613527,-0.064690575,0.909116149,0.764462769,0.23715882,0.364988148
+Jamaica,2013,5.708886623,9.151405334,0.864943385,66.59999847,0.79319495,-0.021908548,0.930722296,0.694053054,0.31248486,0.292249411
+Jamaica,2014,5.310538769,9.152549744,0.874231517,66.59999847,0.808973134,-0.001563389,0.861132503,0.708209336,0.309984922,0.279506475
+Jamaica,2017,5.889759064,9.169528961,0.91302985,66.59999847,0.860676348,-0.13062869,0.882796168,0.700021863,0.243399635,0.348201752
+Jamaica,2019,6.309238911,9.187788963,0.877814472,66.59999847,0.890670836,-0.137969255,0.885330021,0.721723378,0.195284143,0.442859173
+Jamaica,2020,5.424990654,9.07806778,0.869553685,66.59999847,0.864777803,-0.144103467,0.836413145,0.712002933,0.266417921,0.592266202
+Jamaica,2021,5.813733578,9.115969658,0.857367575,66.59999847,0.730657279,-0.075910032,0.88274461,0.688595951,0.307878584,0.325800419
+Japan,2005,6.515817165,10.55191517,0.927711964,72.40000153,0.867779255,,0.698929727,0.685981691,0.15315105,0.350331277
+Japan,2007,6.238197803,10.57849312,0.938148081,72.63999939,0.796054125,-0.093880408,0.809233308,0.68339169,0.206579819,0.240005687
+Japan,2008,5.91067934,10.56569099,0.887304068,72.76000214,0.77207005,-0.138788044,0.816475332,0.704691589,0.190774098,0.221201479
+Japan,2009,5.844999313,10.50719833,0.888356864,72.87999725,0.729888022,-0.213364705,0.740108192,0.712758899,0.16947788,0.251777887
+Japan,2010,6.056752682,10.54718113,0.901924908,73,0.771722376,-0.143666402,0.769557059,0.77921927,0.187703073,0.27027148
+Japan,2011,6.262793541,10.54927063,0.916703701,73.12000275,0.814396441,-0.055324662,0.733798981,0.713564217,0.181055471,0.231063634
+Japan,2012,5.968216419,10.56452179,0.905295432,73.23999786,0.752831519,,0.692387402,0.708420038,0.17147471,0.169178054
+Japan,2013,5.959361553,10.58581734,0.923688352,73.36000061,0.821416557,-0.150305957,0.650498211,0.718607485,0.174621537,0.358106881
+Japan,2014,5.922620773,10.5901022,0.900040329,73.48000336,0.838051736,-0.14270325,0.617483139,0.686984003,0.18943283,0.37951529
+Japan,2015,5.879684448,10.6066494,0.922657192,73.59999847,0.831694186,-0.158818662,0.654443085,0.702268898,0.176408634,0.352867216
+Japan,2016,5.954650879,10.61531162,0.899773836,73.72499847,0.836064637,-0.065902673,0.697639346,0.689583302,0.192402646,0.362200648
+Japan,2017,5.910676479,10.63357162,0.881961286,73.84999847,0.849396586,-0.209493071,0.659198642,0.691762567,0.17551218,0.412489951
+Japan,2018,5.793575287,10.6411705,0.886431932,73.97499847,0.77347213,-0.264975011,0.686784506,0.649402797,0.185300156,0.384880394
+Japan,2019,5.908039093,10.64595985,0.877650917,74.09999847,0.806471527,-0.258060485,0.617187858,0.693276763,0.194410384,0.411213636
+Japan,2020,6.117963314,10.60242367,0.887249112,74.22499847,0.806036115,-0.262763977,0.608698547,0.680538237,0.186461002,0.423379987
+Japan,2021,6.091324806,10.6239481,0.895737708,74.34999847,0.801350355,-0.209871203,0.669546723,0.674374282,0.189246044,0.29078567
+Jordan,2005,6.294660091,9.266464233,0.920012951,65.80000305,,,0.669726729,0.629833221,0.239559561,0.80014956
+Jordan,2007,5.59805727,9.341365814,0.840606511,66.16000366,0.646079123,-0.114654325,0.663644791,,0.239749968,0.771524668
+Jordan,2008,4.930058002,9.364168167,0.766224205,66.33999634,,-0.130018577,0.709403396,0.655700445,0.331201166,
+Jordan,2009,5.999859333,9.363092422,0.899033546,66.51999664,0.770953655,-0.077675059,0.739464462,0.587277114,0.264640778,
+Jordan,2010,5.569942474,9.333929062,0.917988896,66.69999695,0.788073123,-0.048828077,,0.564373434,0.343418747,
+Jordan,2011,5.539327621,9.30714035,0.87791878,66.87999725,0.759564519,-0.145267352,,0.55093354,0.26032415,
+Jordan,2012,5.131996155,9.276904106,0.829496324,67.05999756,0.693142116,-0.16237922,,0.469228566,0.345336407,
+Jordan,2013,5.171952724,9.250994682,0.840379238,67.23999786,0.692227006,-0.118808784,,0.597289801,0.286033303,
+Jordan,2014,5.333021641,9.238409996,0.816130996,67.41999817,0.728743196,-0.106382489,,0.601867914,0.312646091,
+Jordan,2015,5.404593468,9.224819183,0.830443859,67.59999847,0.766517043,-0.048130613,,0.616620958,0.305195779,
+Jordan,2016,5.27128458,9.213988304,0.819944739,67.59999847,0.771350622,-0.040473938,,0.597716808,0.311913371,
+Jordan,2017,4.808082581,9.210698128,0.814664543,67.59999847,0.766262472,-0.154336989,,0.554431915,0.391505182,
+Jordan,2018,4.638933659,9.211679459,0.799544334,67.59999847,0.762420297,-0.188075751,,,,
+Jordan,2019,4.452548027,9.217453003,0.792559683,67.59999847,0.725755811,-0.167032897,,,,
+Jordan,2020,4.093991756,9.191825867,0.708839893,67.59999847,0.778533459,-0.153874189,,,,
+Jordan,2021,3.90914917,9.203712463,0.702918172,67.59999847,0.77311343,-0.149055541,0.655549169,0.479504108,0.429252565,0.791178405
+Kazakhstan,2006,5.475948334,9.804372787,0.87208885,58,0.730545938,-0.275637388,0.864982486,0.601881087,0.185065165,0.733144045
+Kazakhstan,2007,5.718553543,9.878193855,0.860892773,58.59999847,0.806299686,-0.247275978,0.865183055,0.556681812,0.178508401,0.711158633
+Kazakhstan,2008,5.886419773,9.891931534,0.839467227,59.20000076,0.72658366,-0.222079709,0.899163663,0.613463759,0.15972586,0.686738968
+Kazakhstan,2009,5.382563114,9.884036064,0.892997801,59.79999924,0.856448293,-0.251189083,0.844568431,0.594705462,0.128599972,0.711023688
+Kazakhstan,2010,5.514286518,9.940361977,0.90378648,60.40000153,0.784851849,-0.216870248,0.82270366,0.655472875,0.148950696,0.706021845
+Kazakhstan,2011,5.735662937,9.997436523,0.904971361,61,0.877888083,-0.23721464,0.801724195,0.622470558,0.154433981,0.716494739
+Kazakhstan,2012,5.759469509,10.03023338,0.891716659,61.59999847,0.839832306,-0.172911584,0.876681805,0.666791737,0.1843815,0.726160645
+Kazakhstan,2013,5.835483074,10.07410812,0.889009714,62.20000076,0.781591058,-0.231099337,0.819989383,0.629011273,0.164444029,0.662005246
+Kazakhstan,2014,5.970097542,10.10052395,0.79529345,62.79999924,0.799462974,0.002094218,0.805351257,0.670954347,0.169456705,0.603504002
+Kazakhstan,2015,5.949995041,10.09783745,0.931349277,63.40000153,0.740132809,-0.038905509,0.713844299,0.682067513,0.173994005,0.816247523
+Kazakhstan,2016,5.533551693,10.09455681,0.927810669,63.79999924,0.782805562,-0.037965361,0.702016652,0.640658498,0.15541473,0.759726167
+Kazakhstan,2017,5.882351398,10.12113476,0.914093196,64.19999695,0.745243967,-0.036762878,0.755250692,0.697624922,0.171486408,0.755705774
+Kazakhstan,2018,6.00763607,10.14817142,0.936656713,64.59999847,0.84018296,-0.099979609,0.82378298,0.610876977,0.161542282,0.615031958
+Kazakhstan,2019,6.272268295,10.17929173,0.951050103,65,0.852387428,-0.057007015,0.708279192,0.711475492,0.139132932,0.671793461
+Kazakhstan,2020,6.168269157,10.1410532,0.966448963,65.40000153,0.872100115,-0.058536395,0.660798848,0.619988978,0.150359914,0.719707191
+Kazakhstan,2021,6.259634018,10.16281033,0.906053364,65.80000305,0.807489097,0.038746249,0.782494009,0.662836969,0.122301146,0.535169721
+Kenya,2006,4.223234177,8.145129204,0.908798158,51.41999817,0.615886152,-0.027755667,0.86025697,0.657481313,0.198191911,0.39164722
+Kenya,2007,4.575657845,8.183706284,0.841112077,51.93999863,0.749842286,0.045994025,0.798738539,0.69805032,0.161941111,0.658625603
+Kenya,2008,4.015274525,8.158353806,0.826555252,52.45999908,0.620295763,-0.019278798,0.909446537,0.733151376,0.148996606,0.505623937
+Kenya,2009,4.270434856,8.163379669,0.789220333,52.97999954,0.583594739,0.091970138,0.912946522,0.678682506,0.182591587,0.241316408
+Kenya,2010,4.255859375,8.213656425,0.805326462,53.5,0.635457218,0.011133602,0.917921245,0.758244038,0.12320178,0.343885571
+Kenya,2011,4.405310154,8.236661911,0.846307576,54.02000046,0.708659172,0.014951093,0.922664165,0.70551306,0.227972493,0.458982378
+Kenya,2012,4.547335148,8.254707336,0.83141011,54.54000092,0.627654195,0.058863558,0.911273062,0.667211711,0.19417724,0.40184477
+Kenya,2013,3.795383215,8.265796661,0.824806035,55.06000137,0.708332241,0.206916451,0.861003399,0.728745103,0.161331311,0.60929203
+Kenya,2014,4.904579639,8.28918457,0.765436411,55.58000183,0.819018543,0.16697678,0.849194229,0.778699398,0.221096709,0.635234892
+Kenya,2015,4.357617855,8.312748909,0.77692306,56.09999847,0.792990327,0.215882659,0.852549851,0.673485041,0.172422111,0.747988701
+Kenya,2016,4.396127701,8.329813004,0.70592159,56.5,0.748508275,0.294672012,0.828411579,0.729874551,0.225647658,0.577654064
+Kenya,2017,4.475654125,8.34369278,0.714604318,56.90000153,0.853394389,0.231431633,0.85400039,0.753860414,0.230210304,0.637862563
+Kenya,2018,4.655702591,8.37539959,0.706719875,57.29999924,0.821412981,0.288690776,0.844244063,0.746773899,0.236920774,0.675367296
+Kenya,2019,4.618850231,8.40128231,0.675931633,57.70000076,0.817757487,0.307746619,0.794370294,0.727640748,0.250687122,0.683856368
+Kenya,2020,4.546584129,8.375597,0.673717618,58.09999847,0.702034473,0.258936435,0.836516023,0.738233685,0.296980411,0.485698014
+Kenya,2021,4.464540958,8.402458191,0.702200711,58.5,0.678108215,0.322458744,0.841331422,0.74483794,0.252963096,0.51475817
+Kosovo,2007,5.103906155,,0.847811699,,0.381363839,,0.894462228,0.613723099,0.236699477,0.375601441
+Kosovo,2008,5.521659851,8.858290672,0.883842647,,,0.098463781,0.849059165,0.49964574,0.317827791,0.549437702
+Kosovo,2009,5.891432762,8.899381638,0.830426514,,0.506415069,0.207479849,0.967838585,0.527557135,0.168829754,
+Kosovo,2010,5.17660141,8.939566612,0.707958877,,0.451443791,0.175516829,0.967271745,0.672982872,0.117717423,
+Kosovo,2011,4.859501839,8.992258072,0.75910157,,0.588978767,0.008153031,0.919211984,0.603739738,0.12443766,
+Kosovo,2012,5.639588356,9.000282288,0.757147133,,0.635793388,0.032394364,0.94965142,0.561853766,0.099630386,0.31239897
+Kosovo,2013,6.125758171,9.046239853,0.720750391,,0.568463147,0.118773863,0.935094595,0.64995712,0.202731237,0.361421138
+Kosovo,2014,5.000375271,9.082123756,0.705632329,,0.44139123,0.014447189,0.775200605,0.551718652,0.205950245,0.344450057
+Kosovo,2015,5.077460766,9.153251648,0.805270791,,0.561048269,0.181898609,0.850647092,0.684578478,0.179988816,0.328998387
+Kosovo,2016,5.759412289,9.213439941,0.82380271,,0.827398598,0.124837786,0.940897942,0.588412583,0.14960672,0.313764572
+Kosovo,2017,6.149199963,9.253032684,0.792087257,,0.857676744,0.116697304,0.92519182,0.616912186,0.185879096,0.298196137
+Kosovo,2018,6.391825676,9.28314209,0.82240653,,0.88973701,0.268570513,0.922078192,0.642223597,0.170248464,0.347546548
+Kosovo,2019,6.425144196,9.334190369,0.842511177,,0.841189623,0.246103629,0.920297265,0.611600041,0.140792355,0.308195412
+Kosovo,2020,6.294414043,9.286884308,0.792374492,,0.879837573,0.30564636,0.90989387,0.592677712,0.201458037,0.247848466
+Kosovo,2021,6.648499489,,0.848838627,,0.84011656,,0.842378795,0.578284323,0.116078317,0.577198744
+Kuwait,2006,6.075547218,11.2282362,0.918950438,68.40000153,0.769072413,-0.238750443,0.32815811,0.78845942,0.182275355,0.799622059
+Kuwait,2009,6.585246086,11.06485939,0.926411927,69,0.818781018,0.003958656,0.675121784,0.694339871,0.251759946,
+Kuwait,2010,6.798151016,10.98207378,0.892722309,69.19999695,0.703019738,-0.034147337,0.486111403,0.686744034,0.203395993,
+Kuwait,2011,6.377699375,11.01678658,0.881911993,69.40000153,0.768603504,,0.560423911,0.72620672,0.176825136,
+Kuwait,2012,6.221094608,11.02544117,0.888916671,69.59999847,0.934049547,,,0.794144511,0.095490493,
+Kuwait,2013,6.480031013,10.98521423,0.861948133,69.80000305,0.750524879,,,0.686251163,0.282628983,
+Kuwait,2014,6.180138588,10.94460201,,70,,,,,,
+Kuwait,2015,6.146031857,10.91207314,0.823017776,70.19999695,0.821662426,0.078918673,,0.678253472,0.323691428,
+Kuwait,2016,5.947194576,10.90978336,0.845222056,70.17500305,0.840967178,-0.077830575,,0.642740011,0.314922988,
+Kuwait,2017,6.093905449,10.83674431,0.853491306,70.15000153,0.884181619,-0.007283051,,0.648667634,0.307320803,
+Kuwait,2019,6.106119633,10.81684875,0.841519773,70.09999847,0.867273808,-0.106759109,,0.643222094,0.302876323,
+Kyrgyzstan,2006,4.641398907,8.185375214,0.844136536,59.91999817,0.677571654,-0.140236512,0.878633499,0.554507732,0.159482509,0.48456654
+Kyrgyzstan,2007,4.697761536,8.257814407,0.833097875,60.34000015,0.683523118,-0.091508664,0.929054797,0.589768171,0.12950258,0.45403108
+Kyrgyzstan,2008,4.736588001,8.328985214,0.792132616,60.75999832,0.719029367,-0.099996902,0.922627032,0.593905568,0.146871641,0.457722664
+Kyrgyzstan,2009,5.06905365,8.345366478,0.854935646,61.18000031,0.698919952,-0.140109703,0.896227479,0.553670108,0.164816961,0.641920984
+Kyrgyzstan,2010,4.996410847,8.32871151,0.885362923,61.59999847,0.720051169,-0.071879961,0.925793588,0.516307354,0.12346255,0.300620943
+Kyrgyzstan,2011,4.921049118,8.374398232,0.891404092,62.02000046,0.747808456,-0.154865801,0.932496965,0.579320967,0.151315898,0.436688751
+Kyrgyzstan,2012,5.207785606,8.356863976,0.856181741,62.43999863,0.702731669,-0.079165563,0.892036796,0.579561055,0.182383269,0.513287067
+Kyrgyzstan,2013,5.40242672,8.440615654,0.850715518,62.86000061,0.755036652,-0.085438944,0.899560452,0.595424235,0.13491118,0.43592
+Kyrgyzstan,2014,5.252192974,8.46000576,0.898024797,63.27999878,0.736290097,0.35499087,0.896767378,0.617240667,0.185025334,0.36819616
+Kyrgyzstan,2015,4.905375957,8.477441788,0.856584549,63.70000076,0.813175857,0.199375421,0.857725024,0.658385754,0.173476428,0.58429265
+Kyrgyzstan,2016,4.856534004,8.49951458,0.914375484,64.22499847,0.813939214,0.055796105,0.916922808,0.668045878,0.126099676,0.527570188
+Kyrgyzstan,2017,5.629536629,8.526488304,0.882586658,64.75,0.859389782,0.142585784,0.874494493,0.640433192,0.160438314,0.561672747
+Kyrgyzstan,2018,5.297383308,8.543475151,0.898147821,65.27500153,0.94494766,0.266449153,0.907405317,0.616886437,0.203300148,0.497065544
+Kyrgyzstan,2019,5.685220718,8.567575455,0.877027869,65.80000305,0.920436263,-0.002909169,0.884539902,0.624949574,0.207229063,0.507123172
+Kyrgyzstan,2020,6.249586105,8.45671463,0.902222991,66.32499695,0.934885323,0.105825633,0.931317508,0.672106743,0.257813066,0.493402541
+Kyrgyzstan,2021,5.563699722,8.458740234,0.904273272,66.84999847,0.91787082,0.206922323,0.90251559,0.659907758,0.226462573,0.582115293
+Laos,2006,5.076225758,8.250722885,0.806987047,55.88000107,0.925082147,0.439035565,0.687814236,0.78951174,0.162684694,0.923247159
+Laos,2007,5.363854885,8.307172775,0.789620697,56.25999832,0.866524875,0.477824688,0.580067098,0.751633048,0.135671452,0.914146185
+Laos,2008,5.044098854,8.365551949,0.807086229,56.63999939,0.886213899,0.41591993,0.637409329,0.727874935,0.201754972,0.92368561
+Laos,2011,4.703749657,8.548465729,0.690877795,57.77999878,0.881633818,0.458134264,0.587321937,0.746239841,0.225278497,0.981803596
+Laos,2012,4.876084805,8.610508919,0.692627907,58.15999985,,0.231591851,,0.740587413,0.386679232,
+Laos,2017,4.623140812,8.88983345,0.70733577,59.90000153,0.891000748,0.072334029,0.591616809,0.712308228,0.344225883,0.839935005
+Laos,2018,4.85940218,8.934959412,0.70473814,60.20000076,0.906660974,0.140324414,0.634239852,0.710656404,0.331882507,
+Laos,2019,5.196856022,8.972927094,0.729443908,60.5,0.90615344,0.059676968,0.620233715,0.718399763,0.306144267,
+Laos,2020,5.284390926,8.963253975,0.660396278,60.79999924,0.915028214,0.140347019,0.747997701,0.713753402,0.358349264,
+Laos,2021,4.926521778,8.97042942,0.649893284,61.09999847,0.927041471,0.041928682,0.668031454,0.702153087,0.291677624,
+Latvia,2006,4.70950222,10.04226971,0.884498775,63.09999847,0.640807152,-0.231796294,0.937048614,0.590247095,0.234135449,0.291489393
+Latvia,2007,4.666971684,10.14522362,0.835508585,63.40000153,0.700174093,-0.169376954,0.923952639,0.594059765,0.246862501,0.280693024
+Latvia,2008,5.145375252,10.12276745,0.855418265,63.70000076,0.630111456,-0.205868542,0.926328242,0.632725835,0.214901268,0.190757662
+Latvia,2009,4.668910503,9.985563278,0.806939304,64,0.437064558,-0.182886824,0.942090392,0.536985397,0.242196754,0.099944413
+Latvia,2011,4.966811657,10.00416565,0.836042464,64.59999847,0.56446445,-0.002431453,0.9342556,0.562926173,0.221713215,0.107237339
+Latvia,2012,5.125025272,10.08457661,0.851195216,64.90000153,0.563811779,-0.039837338,0.894979358,0.588138819,0.232224524,0.191219807
+Latvia,2013,5.069770336,10.11519432,0.834022582,65.19999695,0.630507529,-0.074804656,0.836553633,0.604636908,0.227449417,0.233799666
+Latvia,2014,5.729115486,10.14343452,0.881255507,65.5,0.670653164,-0.044904277,0.803687513,0.604619026,0.225979373,0.229044721
+Latvia,2015,5.880597591,10.18973541,0.879372418,65.80000305,0.65639317,-0.0797631,0.808400393,0.559270859,0.22813718,0.298912108
+Latvia,2016,5.940446377,10.22227478,0.917073965,65.90000153,0.685299277,-0.159189358,0.867639601,0.58328855,0.231383532,0.315261304
+Latvia,2017,5.977817535,10.263731,0.895098746,66,0.699520111,-0.156989619,0.79837811,0.564854801,0.231753111,0.264000505
+Latvia,2018,5.901154041,10.31064224,0.913276315,66.09999847,0.608207643,-0.214700237,0.798949242,0.52055192,0.191870555,0.1971623
+Latvia,2019,5.969753742,10.34213352,0.935501277,66.19999695,0.697935104,-0.196540892,0.789227486,0.537305117,0.211630687,0.239407673
+Latvia,2020,6.229008675,10.31171131,0.928012192,66.30000305,0.820111692,-0.080638871,0.808821976,0.673573732,0.201582372,0.30678907
+Latvia,2021,6.353090763,10.35994816,0.954086423,66.40000153,0.815278113,-0.099032037,0.839525342,0.716414034,0.18593426,0.294602394
+Lebanon,2005,5.49124527,9.565486908,0.796278358,65.09999847,0.703205824,,0.945177019,0.558134913,0.292149812,
+Lebanon,2006,4.653103828,9.567964554,0.853151023,65.16000366,0.670193553,0.067963913,0.901959538,0.501354635,0.319716394,0.401410997
+Lebanon,2008,4.594851017,9.742753029,0.717357397,65.27999878,0.524062514,0.033044834,0.926725864,0.47536701,0.36541757,0.309518278
+Lebanon,2009,5.205998898,9.830089569,0.736411929,65.33999634,0.664733827,0.069068171,0.937024593,0.471758723,0.401288748,0.371836841
+Lebanon,2010,5.031899452,9.878139496,0.721424758,65.40000153,0.67763871,0.071231559,0.949062884,0.457453609,0.341205537,
+Lebanon,2011,5.187571526,9.837735176,0.732914627,65.45999908,0.657106042,0.004141064,0.910560846,0.506424606,0.320167035,
+Lebanon,2012,4.572566986,9.800305367,0.712611496,65.51999664,0.620627165,-0.007385006,0.855777562,0.442211181,0.338856846,
+Lebanon,2013,4.983288765,9.772115707,0.708228052,65.58000183,0.654868305,-0.005477655,0.920827806,0.446394682,0.409337312,
+Lebanon,2014,5.233025551,9.739165306,0.758719444,65.63999939,0.657207966,-0.013819281,0.939358175,0.524522364,0.267213225,0.243386969
+Lebanon,2015,5.171971321,9.702495575,0.741707742,65.69999695,0.596749783,0.070851356,0.888953269,0.524464548,0.242553964,0.187712133
+Lebanon,2016,5.27072382,9.69077301,0.827885926,65.77500153,0.657357454,0.029571308,0.853114486,0.512747288,0.263445616,0.137951434
+Lebanon,2017,5.153989792,9.683032036,0.776583016,65.84999847,0.604554176,-0.075882092,0.910727262,0.469468743,0.243549213,0.217718095
+Lebanon,2018,5.167186737,9.660009384,0.829380631,65.92500305,0.60703069,-0.067326963,0.906650305,0.415106893,0.270688891,0.219074845
+Lebanon,2019,4.024219513,9.586286545,0.865968525,66,0.447001487,-0.081765957,0.890415609,0.307577401,0.494499028,0.154975414
+Lebanon,2020,2.633752584,9.349094391,0.546599805,66.07499695,0.551600993,-0.121177912,0.883976877,0.352248639,0.481800169,0.124744363
+Lebanon,2021,2.178809404,9.243083954,0.50677526,66.15000153,0.42269668,-0.142942175,0.9052791,0.263486832,0.569100618,0.106694363
+Lesotho,2011,4.89751482,7.801771164,0.824085355,41.52000046,0.618259728,-0.088421501,0.767675638,0.754062176,0.170009926,0.396459043
+Lesotho,2016,3.808204889,7.929033279,0.798059285,42.25,0.729489863,-0.096975811,0.742873371,0.684949994,0.27028349,0.609269023
+Lesotho,2017,3.795300722,7.889193535,0.768551648,42.90000153,0.756505191,-0.141685188,0.796859443,0.706036747,0.255303085,0.695299149
+Lesotho,2019,3.5117805,7.857064724,0.789705396,44.20000076,0.716313541,-0.125442445,0.914951444,0.707126319,0.273425519,0.310273737
+Liberia,2007,3.701401234,7.227051735,0.593731701,51.86000061,0.790374219,0.113749839,0.775734663,0.599677563,0.435410291,0.731583416
+Liberia,2008,4.221354008,7.254776001,0.618692517,51.93999863,0.724082768,-0.036044396,0.839667678,0.629001737,0.261133134,0.514417052
+Liberia,2010,4.196063042,7.289992332,0.827098727,52.09999847,0.81900537,-0.039817765,0.81842953,0.548855722,0.216883108,0.539702713
+Liberia,2014,4.571419239,7.42240715,0.708301783,52.41999817,0.590450883,-0.031497266,0.868966281,0.565419495,0.44285962,0.34881407
+Liberia,2015,2.701591253,7.396693707,0.637665987,52.5,0.671430886,-0.063096523,0.902672648,0.519482315,0.388488621,0.472788274
+Liberia,2016,3.354676008,7.355728626,0.642614603,53.09999847,0.763476014,0.031453658,0.901267469,0.625466764,0.509046674,0.544246912
+Liberia,2017,4.424490929,7.355128288,0.684866846,53.70000076,0.733389914,-0.013646324,0.866806388,0.673801899,0.39133054,0.554991543
+Liberia,2018,4.134852886,7.342111588,0.726750135,54.29999924,0.765769541,0.048324358,0.867924094,0.664399087,0.436099499,0.70391202
+Liberia,2019,5.121460915,7.29285717,0.71247375,54.90000153,0.705874562,0.049263917,0.828468978,0.644704163,0.389132589,0.553626955
+Libya,2012,5.754394054,9.841973305,0.854930937,65.13999939,0.711518884,-0.033373512,0.790556133,0.633086085,0.316149682,
+Libya,2015,5.615404606,9.307687759,0.867987692,64.30000305,0.774544954,-0.045285471,,0.651638031,0.368905216,
+Libya,2016,5.43358326,9.267894745,0.87606585,64.52500153,0.822384834,-0.090601951,,0.644933641,0.383073747,
+Libya,2017,5.646852493,9.490846634,0.822758794,64.75,0.778695881,-0.020692093,0.673065543,0.643042386,0.379374176,
+Libya,2018,5.493977547,9.617004395,0.824165165,64.97499847,0.780558527,-0.102705486,0.645838797,0.635468781,0.398903102,
+Libya,2019,5.33022213,9.627349854,0.826719344,65.19999695,0.761964321,-0.074144088,0.68641299,0.628867805,0.400737435,
+Lithuania,2006,5.954442978,10.04229259,0.930439949,63.5,0.567254603,-0.296706289,0.966878653,0.56656003,0.25399825,0.205602363
+Lithuania,2007,5.80828476,10.15950012,0.940791965,63.70000076,0.589662313,-0.283538014,0.966326058,0.522942126,0.279184252,0.26929301
+Lithuania,2008,5.553925991,10.19559288,0.91366744,63.90000153,0.621060073,-0.261205196,0.960843027,0.501196086,0.275795698,0.161105841
+Lithuania,2009,5.466920853,10.04607391,0.932608962,64.09999847,0.495955795,-0.304801136,0.978800118,0.525221646,0.270837814,0.126142234
+Lithuania,2010,5.065824986,10.08342171,0.881810606,64.30000305,0.519352257,-0.276631355,0.962167203,0.462606311,0.27202931,0.114503264
+Lithuania,2011,5.43243742,10.16464233,0.911411285,64.5,0.565797269,-0.149748564,0.963511646,0.555819511,0.274636686,0.18108657
+Lithuania,2012,5.771037102,10.21577263,0.918690145,64.69999695,0.503027141,-0.27510348,0.956959248,0.556552887,0.277385563,0.145729542
+Lithuania,2013,5.595689297,10.26077843,0.91251415,64.90000153,0.555815279,-0.238537952,0.936335504,0.539511204,0.293728739,0.384238273
+Lithuania,2014,6.125723839,10.30413532,0.908239841,65.09999847,0.507947206,-0.265423417,0.956347883,0.564930737,0.286910683,0.344657153
+Lithuania,2015,5.711378098,10.33358669,0.92852354,65.30000305,0.641470194,-0.255642354,0.92417407,0.533641696,0.276451677,0.367034554
+Lithuania,2016,5.865552425,10.37117004,0.937873363,65.65000153,0.614239335,-0.26834625,0.949392676,0.552628219,0.249855742,0.279638559
+Lithuania,2017,6.272940636,10.42708778,0.926316619,66,0.749307334,-0.175657451,0.789709866,0.590111554,0.19511883,0.32124728
+Lithuania,2018,6.308878899,10.47578526,0.929350138,66.34999847,0.698945105,-0.239049926,0.851745069,0.518092513,0.213559717,0.323758096
+Lithuania,2019,6.064097881,10.52315521,0.917577505,66.69999695,0.780266464,-0.25415498,0.782501221,0.56804961,0.276054353,0.407248467
+Lithuania,2020,6.39137888,10.52162838,0.952544093,67.05000305,0.824060559,-0.125377774,0.829204798,0.626345754,0.201912001,0.474045336
+Lithuania,2021,6.864572525,10.57164574,0.928175211,67.40000153,0.707402527,-0.117042378,0.877800763,0.66699332,0.191300765,0.303830445
+Luxembourg,2009,6.957920074,11.62830639,0.938559353,70.30000305,0.939101696,0.118924618,0.431606978,0.713410318,0.238021523,0.824018121
+Luxembourg,2010,7.097251892,11.64696693,0.952371716,70.5,0.908303082,0.088541098,0.423341334,0.717743278,0.216064394,0.768445313
+Luxembourg,2011,7.101400375,11.63512897,0.934090614,70.69999695,0.961830735,0.099620216,0.3881706,0.743698657,0.200136617,0.770686686
+Luxembourg,2012,6.964097023,11.62747765,0.913907707,70.90000153,0.916520953,0.051006578,0.402753204,0.725599825,0.227411717,0.743670523
+Luxembourg,2013,7.130809307,11.63559151,0.916683257,71.09999847,0.789655447,-0.061582256,0.300811768,0.60076052,0.184799984,0.736690223
+Luxembourg,2014,6.89112711,11.63791466,0.875469446,71.30000305,0.937987685,0.099666253,0.366286784,0.760254264,0.170409396,0.662738323
+Luxembourg,2015,6.701571465,11.6367588,0.933604598,71.5,0.932256401,0.047322843,0.37539047,0.727877915,0.19305034,0.694678366
+Luxembourg,2016,6.967340946,11.66378784,0.941260576,71.52500153,0.882365346,0.013620589,0.356336325,0.706498742,0.192300707,0.678977847
+Luxembourg,2017,7.061380863,11.65256405,0.905435503,71.55000305,0.90282172,0.039376598,0.330173582,0.72573179,0.184467003,0.73892206
+Luxembourg,2018,7.242630959,11.65312195,0.902192414,71.57499695,0.883929849,-0.025720127,0.385146111,0.714694262,0.201894343,0.755200863
+Luxembourg,2019,7.404015541,11.66580296,0.912104547,71.59999847,0.930321217,-0.049699824,0.389598429,0.741738081,0.211639807,0.780171037
+Madagascar,2006,3.979751348,7.375727654,0.711134732,54.13999939,,-0.037978873,,0.562594175,0.161333442,0.71369797
+Madagascar,2008,4.640079021,7.438792706,0.775688589,54.61999893,0.332436115,-0.098810457,0.773066521,0.582536519,0.214525178,0.77520597
+Madagascar,2011,4.381415367,7.33624649,0.818402648,55.34000015,0.545555592,-0.061321635,0.897100151,0.516020477,0.234825984,0.64958179
+Madagascar,2012,3.550609589,7.338573933,0.673088312,55.58000183,0.487007886,-0.054304328,0.853590488,0.587817192,0.193977416,0.350055397
+Madagascar,2013,3.815607071,7.334184647,0.672546744,55.81999969,0.479550391,-0.017822169,0.86770767,0.600077331,0.241230845,0.396854281
+Madagascar,2014,3.675626993,7.340021133,0.655214131,56.06000137,0.528805017,-0.022507528,0.79105562,0.641383529,0.192181751,0.509788871
+Madagascar,2015,3.592514038,7.343922138,0.646716535,56.29999924,0.544753611,-0.040151078,0.860953391,0.674233139,0.226243451,0.482404798
+Madagascar,2016,3.663085938,7.35619545,0.746496975,56.54999924,0.569645405,-0.068320878,0.864171147,0.669859111,0.204255417,0.490199178
+Madagascar,2017,4.078620434,7.367976665,0.626331985,56.79999924,0.570347905,-0.03264707,0.847260773,0.701161802,0.374838024,0.541916132
+Madagascar,2018,4.070586681,7.372725487,0.665512979,57.04999924,0.551473081,0.004180944,0.889145672,0.723371804,0.362013817,0.442305923
+Madagascar,2019,4.339087486,7.389328003,0.700610101,57.29999924,0.549535215,-0.010633468,0.719982684,0.698719621,0.303959668,0.660091162
+Malawi,2006,3.829868078,7.028087616,0.553878903,45.36000061,0.76714164,0.176116988,0.676439166,0.608673573,0.222251549,0.691727877
+Malawi,2007,4.89103651,7.091775894,0.600266993,46.41999817,0.909993827,0.178013057,0.691305459,0.691453099,0.175514221,0.763352692
+Malawi,2009,5.148239613,7.188122749,0.71845001,48.54000092,0.879161239,0.151711881,0.68892628,0.694449782,0.130396396,0.829375684
+Malawi,2011,3.946062565,7.244651318,0.612736762,50.65999985,0.733463824,0.07448867,0.852994204,0.619638383,0.268474787,0.419558853
+Malawi,2012,4.279269695,7.234746933,0.603725672,51.72000122,0.637362719,0.144998074,0.885784984,0.717376053,0.200462922,0.471810192
+Malawi,2013,4.035084248,7.257055283,0.563161552,52.77999878,0.751995265,0.054246295,0.856666088,0.699051321,0.247828677,0.641565204
+Malawi,2014,4.563080311,7.284459591,0.511616111,53.84000015,0.785766721,0.036844093,0.824017882,0.652700365,0.262713403,0.61981827
+Malawi,2015,3.86763835,7.284480572,0.494381636,54.90000153,0.801390707,0.033823881,0.834825397,0.602146029,0.259763956,0.568601787
+Malawi,2016,3.476492643,7.281920433,0.524299622,55.45000076,0.809884131,0.041615222,0.823615015,0.584088564,0.32473892,0.552534401
+Malawi,2017,3.416862965,7.294476986,0.555422723,56,0.847920775,0.000637933,0.734636605,0.591678917,0.312088341,0.620332539
+Malawi,2018,3.334633589,7.311039448,0.527843475,56.54999924,0.798915148,0.04760994,0.765963793,0.548135459,0.364894032,0.572984874
+Malawi,2019,3.869123697,7.337679863,0.548956096,57.09999847,0.764864206,-0.022271559,0.680247962,0.516828775,0.348162442,0.574215412
+Malawi,2021,3.635283232,7.316189289,0.557914317,58.20000076,0.757269025,-0.008707583,0.740276992,0.550894737,0.325555235,0.514003277
+Malaysia,2006,6.011716843,9.839084625,0.865899801,65.08000183,0.836765766,0.199483812,0.739797235,0.687222064,0.242824569,0.784567058
+Malaysia,2007,6.238904476,9.880576134,0.871497095,65.16000366,0.843627632,0.087710507,0.79905206,0.719230771,0.162261575,0.750705838
+Malaysia,2008,5.806781769,9.908649445,0.802811384,65.23999786,0.77956599,0.042640433,0.883765519,0.727531135,0.185744986,0.663472474
+Malaysia,2009,5.384701729,9.87524128,0.791666389,65.31999969,0.874319792,-0.010368506,0.858095229,0.740035117,0.163549751,0.818658829
+Malaysia,2010,5.580281734,9.929952621,0.839095771,65.40000153,0.769190669,0.030644318,0.843691051,0.752467334,0.191947669,0.733622134
+Malaysia,2011,5.786367416,9.965957642,0.770422995,65.48000336,0.840359092,-0.018023714,0.841504574,0.785432994,0.154874966,0.785984397
+Malaysia,2012,5.914283752,10.00478935,0.841218948,65.55999756,0.848071814,0.015306284,0.846618474,0.744375229,0.176881894,0.761775732
+Malaysia,2013,5.770199776,10.03696632,0.830900133,65.63999939,0.79131043,0.262273431,0.755383492,0.664112806,0.316551626,0.754481137
+Malaysia,2014,5.962921619,10.08189392,0.863067031,65.72000122,0.808384359,0.237458944,0.844815433,0.710559785,0.260893494,0.631384254
+Malaysia,2015,6.322121143,10.1181078,0.817616284,65.80000305,0.674594462,0.22039625,0.837892234,0.732742906,0.313732743,0.436821789
+Malaysia,2018,5.338817596,10.22475052,0.789408565,65.72499847,0.874548256,0.125218078,0.894131124,0.716042221,0.200366735,0.732398391
+Malaysia,2019,5.427954197,10.25489998,0.842498839,65.69999695,0.915778697,0.121085972,0.781943917,0.734578729,0.176071689,0.716807246
+Malaysia,2020,6.01419878,10.18383026,0.796895385,65.67500305,0.877859235,0.097786687,0.746997535,0.721455097,0.288135022,0.748145461
+Maldives,2018,5.197574615,9.841284752,0.913315058,69.77500153,0.854759276,0.021233957,,,,
+Mali,2006,4.014075756,7.592721939,0.761116147,49.93999863,0.555075645,-0.071362734,0.761045754,0.747596443,0.208562687,0.645458937
+Mali,2008,4.114664078,7.607024193,0.746600628,50.61999893,0.494840056,-0.01168521,0.917589664,0.717300117,0.16449067,0.316960841
+Mali,2009,3.976598501,7.621356964,0.732557058,50.95999908,0.633815944,0.008744554,0.819207728,0.728791058,0.149751499,0.479649901
+Mali,2010,3.762305021,7.641546249,0.750922263,51.29999924,0.749049723,-0.027528271,0.810591161,0.7642169,0.16166617,0.706663907
+Mali,2011,4.666832924,7.642725945,0.795505047,51.63999939,0.822847605,-0.10040015,0.726062477,0.751705825,0.13182123,0.707489848
+Mali,2012,4.313016891,7.604798317,0.823435068,51.97999954,0.704219282,-0.087891899,0.786719501,0.647199988,0.109447502,0.486437917
+Mali,2013,3.676277161,7.598479271,0.81969142,52.31999969,0.664711058,-0.052895203,0.754807353,0.716894388,0.192900717,0.604514003
+Mali,2014,3.974714279,7.637909412,0.843123436,52.65999985,0.651513875,-0.037028972,0.657930553,0.721907437,0.185634121,0.623277962
+Mali,2015,4.582098484,7.668437958,0.830189168,53,0.633753538,-0.067186587,0.800046742,0.695829928,0.243003011,0.572915018
+Mali,2016,4.016027927,7.695558071,0.836254537,53.40000153,0.696007371,-0.06955424,0.862326682,0.738429368,0.305299431,0.524199367
+Mali,2017,4.741850376,7.717261314,0.741359413,53.79999924,0.753213346,-0.069111928,0.862655163,0.664621234,0.392784148,0.504820108
+Mali,2018,4.415729523,7.73355341,0.691859066,54.20000076,0.737204552,-0.03361382,0.793091416,0.688584208,0.369648188,0.510795414
+Mali,2019,4.98799181,7.75005579,0.754558086,54.59999847,0.67040509,-0.03738777,0.846340001,0.645860672,0.357764512,0.4787485
+Mali,2020,4.269473553,7.707913876,0.567915261,55,0.645313561,-0.066762961,0.894637346,0.647650242,0.439628124,0.436267674
+Mali,2021,4.11309576,7.717709541,0.573393524,55.40000153,0.672789276,-0.002413505,0.90156728,0.639572978,0.438466877,0.499018282
+Malta,2009,6.32763958,10.35121059,0.91577214,70.22000122,0.803179801,0.460040301,,0.625680208,0.357874334,0.439478427
+Malta,2010,5.77387476,10.4002533,0.9083215,70.40000153,0.802044392,0.281818688,,0.62371099,0.375302672,0.41225192
+Malta,2011,6.154718399,10.40067577,0.922639728,70.58000183,0.881921828,0.291502088,,0.637833834,0.339702874,0.492513239
+Malta,2012,5.962872028,10.43203545,0.921752036,70.76000214,0.860689878,0.346900225,,0.638694704,0.390503973,0.498758078
+Malta,2013,6.379924774,10.47128296,0.942231417,70.94000244,0.909436285,0.404254526,,0.629010856,0.369558126,0.661522508
+Malta,2014,6.45211792,10.52487755,0.941215873,71.12000275,0.903936625,0.398927301,0.669645309,0.605655909,0.352065593,0.721220315
+Malta,2015,6.61339426,10.59275532,0.918764889,71.30000305,0.91217804,0.342719376,0.663886309,0.640534222,0.35504058,0.734930515
+Malta,2016,6.590842247,10.60996342,0.930369377,71.34999847,0.916023612,0.342253804,0.696494639,0.644831896,0.355443776,0.618818283
+Malta,2017,6.675665855,10.66064262,0.937331796,71.40000153,0.923642933,0.248537377,0.690494537,0.665943563,0.302443117,0.75200516
+Malta,2018,6.909710884,10.67621899,0.931541502,71.44999695,0.927340686,0.175904512,0.595199883,0.666130424,0.295698792,0.757713675
+Malta,2019,6.73297739,10.69082165,0.921578526,71.5,0.923966825,0.083724603,0.689410567,0.641677618,0.356243938,0.704372525
+Malta,2020,6.156822681,10.5769968,0.937920272,71.55000305,0.930600464,0.00153407,0.67462635,0.576041937,0.410913229,0.814707041
+Malta,2021,6.443715096,,0.897113085,71.59999847,0.889073849,,0.752515912,0.635253549,0.375325114,0.662024558
+Mauritania,2007,4.149043083,8.512907982,0.681909025,56.5,0.572888374,-0.070857733,0.586450517,0.732085705,0.174228683,0.518081248
+Mauritania,2008,4.248075008,8.480745316,0.670252621,56.79999924,0.593264878,-0.016934002,0.840947509,0.747175515,0.176086441,0.432421237
+Mauritania,2009,4.500431538,8.452671051,0.819333792,57.09999847,0.735071182,0.040320076,0.848293781,0.717251658,0.169828594,0.37321496
+Mauritania,2010,4.772306919,8.449266434,0.856507838,57.40000153,0.66893059,0.056135543,0.72736448,0.73715651,0.128675625,0.493744522
+Mauritania,2011,4.784804344,8.460693359,0.750276566,57.70000076,0.566920221,0.052993953,0.746937871,0.729369521,0.174862579,0.42903164
+Mauritania,2012,4.673203945,8.474878311,0.763332725,58,0.487372756,-0.020163706,0.707005799,0.74946624,0.163681492,0.383974999
+Mauritania,2013,4.199015141,8.486056328,0.741155803,58.29999924,0.60280025,-0.077608734,0.675553739,0.742709339,0.195690349,0.454325795
+Mauritania,2014,4.482805252,8.498643875,0.852777958,58.59999847,0.468318135,-0.053104226,0.589483082,0.743177891,0.163452432,0.349493027
+Mauritania,2015,3.922664165,8.522074699,0.874945939,58.90000153,0.447086573,0.056492984,0.715358436,0.797596335,0.193899721,0.293832392
+Mauritania,2016,4.472149372,8.506045341,0.784826875,59.125,0.466561466,-0.173822388,0.841835141,0.710193098,0.221666142,0.208929226
+Mauritania,2017,4.678159714,8.53867054,0.77922523,59.34999847,0.527446806,-0.153866917,0.777314067,0.630861044,0.272321939,0.292109728
+Mauritania,2018,4.313615322,8.555142403,0.801595509,59.57500076,0.466888547,-0.114208922,0.710529268,0.665246367,0.275557995,0.258394152
+Mauritania,2019,4.152619362,8.583729744,0.798101962,59.79999924,0.627505183,-0.104339272,0.742890298,0.686362624,0.259738505,0.311262429
+Mauritius,2011,5.477073193,9.767368317,0.80027318,63.52000046,0.848193765,0.189825937,0.846761405,0.653383791,0.252504826,0.665332794
+Mauritius,2014,5.647779942,9.864758492,0.784822047,63.88000107,0.824230313,0.174593061,0.879405558,0.740984321,0.222399607,0.56246227
+Mauritius,2016,5.610003471,9.935321808,0.836032152,63.97499847,0.819175661,0.137704194,0.890661359,0.705523014,0.245711893,0.565379262
+Mauritius,2017,6.174117565,9.971852303,0.910142243,63.95000076,0.912307501,0.084961914,0.818179905,0.682493925,0.168721184,0.614670753
+Mauritius,2018,5.88174057,10.008214,0.90884155,63.92499924,0.866928101,-0.074919455,0.78524971,0.71039331,0.157993257,0.619251132
+Mauritius,2019,6.241165161,10.03757095,0.913134277,63.90000153,0.893157899,-0.054250784,0.81020081,0.734807193,0.149362728,0.634860456
+Mauritius,2020,6.015300274,9.876267433,0.892565966,63.875,0.842598081,-0.031563438,0.771790087,0.699538052,0.138401791,0.543944299
+Mauritius,2021,5.949120045,9.925987244,0.886509895,63.84999847,0.802364588,-0.007317984,0.783532083,0.665566385,0.135523796,0.527145624
+Mexico,2005,6.580657959,9.786312103,0.902807653,64.40000153,0.813745499,,0.764249027,0.763287425,0.218942866,0.426359206
+Mexico,2007,6.525378227,9.823514938,0.878805637,64.68000031,0.670430362,-0.096183963,0.746681035,0.753813922,0.248497769,0.41814661
+Mexico,2008,6.829036236,9.819932938,0.876327813,64.81999969,0.6774773,-0.12914446,0.784897923,0.774335682,0.201175302,0.413553208
+Mexico,2009,6.962819099,9.750859261,0.868220747,64.95999908,0.682463408,-0.077390425,0.764225543,0.763129532,0.19607076,0.446137846
+Mexico,2010,6.802388668,9.786392212,0.876389682,65.09999847,0.778120756,-0.049904257,0.692891896,0.745259702,0.215494677,0.37198627
+Mexico,2011,6.909515381,9.808419228,0.824064076,65.23999786,0.831368089,-0.100942686,0.697580218,0.700016022,0.227555886,0.383446395
+Mexico,2012,7.320185184,9.8306427,0.767279446,65.37999725,0.787768304,-0.094449662,0.633281112,0.721975505,0.278110534,0.3614088
+Mexico,2013,7.442546368,9.830936432,0.759138405,65.51999664,0.738716662,-0.166309223,0.614747047,0.749586701,0.22294873,0.395571351
+Mexico,2014,6.679831028,9.846259117,0.781964958,65.66000366,0.779132903,-0.095896639,0.629851162,0.759792626,0.22873041,0.327582031
+Mexico,2015,6.236287117,9.866248131,0.760614276,65.80000305,0.719465971,-0.153377384,0.707971931,0.706144869,0.237188041,0.256193161
+Mexico,2016,6.824172974,9.880181313,0.893492579,65.80000305,0.751613081,-0.154542342,0.808579445,0.80195868,0.219571486,0.277944058
+Mexico,2017,6.410299301,9.889452934,0.799839377,65.80000305,0.861405134,-0.203024551,0.800893068,0.775285363,0.230990887,0.25695315
+Mexico,2018,6.549578667,9.89990139,0.858068883,65.80000305,0.816200495,-0.180660099,0.808638096,0.815285325,0.213254362,0.294568479
+Mexico,2019,6.431945324,9.887219429,0.851685822,65.80000305,0.903384447,-0.142359331,0.808537602,0.802921176,0.251983017,0.495231152
+Mexico,2020,5.964221001,9.789891243,0.778816223,65.80000305,0.873346984,-0.1215633,0.778165877,0.744693696,0.29155612,0.459497869
+Mexico,2021,5.99075079,9.837133408,0.778605103,65.80000305,0.837159336,-0.03136697,0.745186806,0.750247896,0.30510965,0.483326107
+Moldova,2006,5.102071285,8.935840607,0.812182605,59.47999954,0.554478109,-0.165080816,0.926055431,0.553242445,0.254923016,0.406982303
+Moldova,2007,4.774918079,8.967717171,0.804191709,59.86000061,0.696194947,-0.186415538,0.929560363,0.518586636,0.305511504,0.304118574
+Moldova,2008,5.502756119,9.044728279,0.871552587,60.24000168,0.640617132,-0.056532498,0.925663769,0.565447807,0.283589244,0.208650127
+Moldova,2009,5.554374218,8.984114647,0.855883062,60.61999893,0.550858617,-0.099540114,0.925061643,0.538923979,0.306487501,0.235415936
+Moldova,2010,5.589736462,9.053706169,0.847094715,61,0.598484814,-0.089281224,0.929309428,0.564043164,0.277520359,0.270747125
+Moldova,2011,5.792262554,9.110836983,0.869413555,61.38000107,0.62802279,-0.082669236,0.956644356,0.553495347,0.284829497,0.238943219
+Moldova,2012,5.995712757,9.105052948,0.826219797,61.75999832,0.602418542,-0.050523143,0.955484569,0.563796163,0.313725889,0.21462217
+Moldova,2013,5.75605917,9.191901207,0.802882969,62.13999939,0.657734275,-0.06980139,0.940632403,0.547656298,0.260602951,0.1450174
+Moldova,2014,5.917058468,9.241296768,0.804968834,62.52000046,0.623186231,-0.114262417,0.924806714,0.546722054,0.259689748,0.177369043
+Moldova,2015,6.017472267,9.245787621,0.8399055,62.90000153,0.595241427,-0.09088096,0.943118811,0.555981815,0.281455815,0.174305618
+Moldova,2016,5.577784061,9.300414085,0.83732146,63.29999924,0.557369471,-0.048615649,0.969482958,0.58627373,0.274551123,0.084061243
+Moldova,2017,5.325530529,9.363174438,0.83076793,63.70000076,0.552825212,-0.054164603,0.926333785,0.562596619,0.259477794,0.132729635
+Moldova,2018,5.682277203,9.422474861,0.89207989,64.09999847,0.823824346,-0.085678861,0.928719878,0.584049761,0.27007246,0.237631857
+Moldova,2019,5.803450584,9.474741936,0.809167087,64.5,0.783664584,-0.093693949,0.883822501,0.599834442,0.261620939,0.307176173
+Moldova,2020,5.811628819,9.419335365,0.874061763,64.90000153,0.859083235,-0.056501709,0.941438973,0.698010981,0.267836064,0.181308538
+Moldova,2021,5.959048748,9.500629425,0.879554033,65.30000305,0.832602262,-0.090259023,0.875060678,0.630283237,0.270110786,0.363787621
+Mongolia,2007,4.609059334,8.832015038,0.881054759,56.54000092,0.781332672,0.062972046,0.917813003,0.483198076,0.203044012,0.375002027
+Mongolia,2008,4.493010044,8.902704239,0.920115948,56.95999908,0.484081417,0.067068629,0.961714268,0.51379323,0.173452139,0.394320458
+Mongolia,2010,4.585523605,8.918754578,0.904177845,57.79999924,0.630966604,0.09857402,0.927568316,0.559408605,0.150025174,0.313886613
+Mongolia,2011,5.031173706,9.059860229,0.947885275,58.22000122,0.700345695,0.150115192,0.931158841,0.560553193,0.153232589,0.285957992
+Mongolia,2012,4.885150433,9.156615257,0.918516099,58.63999939,0.688311696,0.105657689,0.932385981,0.524273217,0.181066349,0.310268313
+Mongolia,2013,4.912928104,9.246796608,0.934741557,59.06000137,0.748014033,0.135116577,0.927854478,0.548637271,0.178902224,0.365311831
+Mongolia,2014,4.824834824,9.302656174,0.943436682,59.47999954,0.752354145,0.145102441,0.908596814,0.511573672,0.170421317,0.337257385
+Mongolia,2015,4.982719898,9.30653286,0.905524373,59.90000153,0.685510755,0.172015175,0.900218189,0.532772839,0.207652658,0.226754889
+Mongolia,2016,5.056999683,9.302186966,0.947489381,60,0.759740949,0.088440813,0.900452137,0.554553747,0.171171755,0.349382877
+Mongolia,2017,5.333850384,9.33840847,0.924250782,60.09999847,0.674627423,0.117114775,0.864952207,0.55165416,0.213599518,0.275058359
+Mongolia,2018,5.464622974,9.39504528,0.941514134,60.20000076,0.695546806,0.052013572,0.848502219,0.524843872,0.191890299,0.270371318
+Mongolia,2019,5.562905312,9.432369232,0.945758104,60.29999924,0.71067518,0.146608993,0.873166919,0.562204599,0.166921392,0.214430362
+Mongolia,2020,6.011364937,9.369382858,0.917789161,60.40000153,0.718491018,0.141996533,0.842827678,0.574730396,0.259983033,0.328301549
+Mongolia,2021,5.72103405,9.387740135,0.92711699,60.5,0.666846633,0.217352957,0.850720286,0.560003579,0.202482358,0.257001966
+Montenegro,2007,5.196315289,9.695746422,0.831840634,65.95999908,0.512067258,-0.135316744,0.814567804,0.536068201,0.339850873,0.497209966
+Montenegro,2009,4.8010602,9.70186615,0.81598419,66.12000275,0.55636555,-0.103035189,0.838485658,0.533456802,0.422739923,
+Montenegro,2010,5.455030441,9.727009773,0.804549336,66.19999695,0.552103698,-0.208038434,0.757207215,0.510351896,0.410302103,
+Montenegro,2011,5.223116875,9.757734299,0.817631543,66.27999878,0.546081364,-0.227756679,0.762383521,0.509750843,0.378120005,
+Montenegro,2012,5.218724251,9.729276657,0.704032779,66.36000061,0.46170637,-0.194115087,0.755059719,0.467812985,0.379281342,0.355399817
+Montenegro,2013,5.074341774,9.763175011,0.735565186,66.44000244,0.502264977,-0.177637771,0.69337213,0.493074238,0.331081718,0.392235279
+Montenegro,2014,5.282720566,9.779885292,0.862930357,66.51999664,0.50266552,0.094777681,0.768465519,0.544968426,0.367646754,0.402112842
+Montenegro,2015,5.124921322,9.812665939,0.73963052,66.59999847,0.583317339,-0.145834446,0.781232595,0.534339011,0.337239444,0.399765968
+Montenegro,2016,5.304066181,9.841500282,0.865743697,66.69999695,0.568633676,-0.08928968,0.848966599,0.547315359,0.336675465,0.325959235
+Montenegro,2017,5.614798546,9.88747406,0.881199837,66.80000305,0.625906289,-0.08481022,0.755680025,0.493103802,0.349785089,0.351549894
+Montenegro,2018,5.650189877,9.937240601,0.855979621,66.90000153,0.626431286,-0.052990995,0.768922508,0.527320683,0.354935259,0.398499161
+Montenegro,2019,5.386024952,9.977386475,0.831624925,67,0.694162488,-0.107130788,0.81999737,0.546632111,0.365958124,0.405451059
+Montenegro,2020,5.722162724,9.812411308,0.887129486,67.09999847,0.801855087,0.065326646,0.844687104,0.560456812,0.411377817,0.473739833
+Morocco,2010,4.383247375,8.745358467,,62.5,0.662900388,-0.16296114,0.900453091,,,
+Morocco,2011,5.084972858,8.782993317,0.833385289,62.65999985,0.578930736,-0.218766391,0.875224829,0.687321603,0.18714875,
+Morocco,2012,4.969656467,8.798675537,0.67582494,62.81999969,0.756784618,-0.18736288,0.844934762,0.640916228,0.28133598,0.525867641
+Morocco,2013,5.142160416,8.828820229,0.597165704,62.97999954,0.571629941,-0.211089477,0.771112204,0.707146108,0.239409268,0.383581281
+Morocco,2015,5.163156986,8.871599197,0.605917633,63.29999924,0.712933421,-0.228425473,0.841856956,0.596332312,0.261803716,
+Morocco,2016,5.38630724,8.868728638,0.655409336,63.40000153,0.816556096,-0.238207668,0.717356145,0.658135533,0.205413148,
+Morocco,2017,5.312482834,8.897279739,0.641193092,63.5,0.814258039,-0.216612667,0.840502441,0.50060904,0.322715908,
+Morocco,2018,4.896791935,8.915557861,0.553759754,63.59999847,0.773180425,-0.235266566,0.843172729,0.574673593,0.415981561,
+Morocco,2019,5.056751728,8.927643776,0.534804046,63.70000076,0.756747842,-0.245344505,0.756867409,0.534888625,0.409911573,
+Morocco,2020,4.80261755,8.841643333,0.552520096,63.79999924,0.818995237,-0.227222294,0.802740276,0.548124075,0.256431192,
+Morocco,2021,5.326248646,8.88179493,0.504563928,63.90000153,0.761806488,-0.19156757,0.817366838,0.554495931,0.340848327,
+Mozambique,2006,4.594879627,6.775270939,0.878794909,44.81999969,0.684149206,0.042268462,0.757999182,0.602492452,0.326822996,0.556749046
+Mozambique,2007,4.832634926,6.821974277,0.747681141,45.24000168,0.643061817,0.074958794,0.854016304,0.626931012,0.240263566,0.591795087
+Mozambique,2008,4.65358305,6.865143776,0.755582809,45.65999985,0.514437497,0.006861547,0.864334643,0.611057937,0.27954641,0.541268408
+Mozambique,2011,4.971111774,6.978659153,0.817624569,46.91999817,0.639206827,-0.023187641,0.718758941,0.565073431,0.243416056,0.629928231
+Mozambique,2015,4.549767494,7.140938759,0.665858209,48.59999847,0.813229263,0.089588478,0.631573498,0.560135126,0.339584351,0.706727743
+Mozambique,2017,4.279863358,7.157470703,0.678463697,49.5,0.822670519,-0.029119,0.682108939,0.6419999,0.353176504,0.759234369
+Mozambique,2018,4.653713703,7.162192822,0.738480449,49.95000076,0.896621585,0.049394544,0.691220403,0.62029469,0.397278726,0.832037926
+Mozambique,2019,4.932132721,7.156004906,0.742303729,50.40000153,0.869810224,0.073518127,0.681900442,0.587998033,0.384122759,0.794083238
+Mozambique,2021,5.178486824,7.108412266,0.664022684,51.29999924,0.838100493,0.048486661,0.62746644,0.575794935,0.383462697,0.731971681
+Myanmar,2012,4.438939571,8.043343544,0.612249672,58.15999985,0.691094279,0.653173029,0.694738686,0.573841095,0.205414414,
+Myanmar,2013,4.175670624,8.110868454,0.75672549,58.63999939,0.775447607,0.697800577,0.637765765,0.675413072,0.217310622,
+Myanmar,2014,4.786247253,8.18144989,0.774267435,59.11999893,0.870296836,0.706377327,0.591632962,0.713258445,0.111978769,0.88881582
+Myanmar,2015,4.223846436,8.206076622,0.752064288,59.59999847,0.80797106,0.69833833,0.633305192,0.729088902,0.271750778,0.777451694
+Myanmar,2016,4.623119831,8.299098015,0.793461978,59.92499924,0.877491176,0.686976135,0.607286572,0.671309054,0.301501393,0.924319088
+Myanmar,2017,4.154341698,8.348667145,0.795183837,60.25,0.886011839,0.657953024,0.618821502,0.616757214,0.282285541,0.82417655
+Myanmar,2018,4.410633087,8.40466404,0.773825943,60.57500076,0.906110823,0.49847734,0.646725893,0.640497804,0.300140351,0.878752649
+Myanmar,2019,4.43423748,8.463731766,0.762994885,60.90000153,0.899064302,0.566575408,0.681795835,0.638367534,0.285576224,0.850427508
+Myanmar,2020,4.431364059,8.488256454,0.795763254,61.22499847,0.824870706,0.474541783,0.646702111,0.699925065,0.289218217,0.850617349
+Myanmar,2021,4.314039707,8.281549454,0.779576421,61.54999924,0.631394386,0.514833272,0.671063483,0.636049151,0.267805815,0.305712879
+Namibia,2007,4.885587215,9.075175285,0.827623546,51.88000107,0.78104049,-0.102717608,0.839217842,0.769055605,0.159755886,0.819616973
+Namibia,2014,4.573991299,9.250840187,0.762783587,54.25999832,0.849354982,-0.185814485,0.790228367,0.722673059,0.238961443,0.779543757
+Namibia,2017,4.441306114,9.227336884,0.82833904,55.34999847,0.810401857,-0.191992939,0.831302881,0.697479606,0.277252167,0.745853603
+Namibia,2018,4.834087849,9.2190485,0.864214778,55.72499847,0.75390476,-0.171035409,0.845942497,0.696077943,0.240249082,0.62446779
+Namibia,2019,4.435811043,9.191423416,0.844592154,56.09999847,0.739034534,-0.176036522,0.879070699,0.643716514,0.256160736,0.559563875
+Namibia,2020,4.451010227,9.084163666,0.740570307,56.47499847,0.665681958,-0.1034161,0.810354829,0.652413011,0.247542083,0.587262332
+Namibia,2021,4.491207123,9.077544212,0.80780077,56.84999847,0.658505261,-0.144600421,0.828966737,0.643536866,0.230259106,0.529419482
+Nepal,2006,4.566594601,7.753763199,0.873681068,59.65999985,0.689295828,,0.897136629,0.582539678,0.170838207,0.427687317
+Nepal,2007,4.74828434,7.775263786,0.786707699,59.72000122,0.413320839,0.307009161,0.890811265,0.501775265,0.152297929,0.323672026
+Nepal,2008,4.440526485,7.823812008,0.81765765,59.77999878,0.617604792,0.280979007,0.900028765,0.589481413,0.153098494,0.681050479
+Nepal,2009,4.91686821,7.860043049,0.813067853,59.84000015,0.616153777,0.033983059,0.949701965,0.484039843,0.215433761,0.415181667
+Nepal,2010,4.349675179,7.902270794,0.779038072,59.90000153,0.519062638,0.081981964,0.910801888,0.538355172,0.225972995,0.45481205
+Nepal,2011,3.809444666,7.934880257,0.740979373,59.95999908,0.524797678,-0.01938219,0.934563756,0.530136704,0.207358956,0.328487307
+Nepal,2012,4.233244896,7.980235577,0.733602345,60.02000046,0.637778401,0.060780957,0.88349402,0.53831917,0.231070802,0.439799935
+Nepal,2013,4.604576588,8.017564774,0.740098953,60.08000183,0.72226578,0.141458467,0.877340496,0.495773941,0.279263556,0.453570306
+Nepal,2014,4.975014687,8.076343536,0.785883367,60.13999939,0.711877644,0.111507215,0.840685844,0.492254227,0.287447155,0.588195622
+Nepal,2015,4.812436581,8.111289978,0.74761188,60.20000076,0.763447225,0.217740253,0.823508382,0.444045782,0.358234376,0.469293684
+Nepal,2016,5.099539757,8.106458664,0.837043643,60.47499847,0.839488447,0.158769697,0.81711489,0.523476124,0.369661748,0.490016222
+Nepal,2017,4.736692429,8.178975105,0.816383302,60.75,0.84514761,0.123489529,0.770177126,0.462730408,0.375977933,0.559578538
+Nepal,2018,4.910086632,8.235815048,0.768335521,61.02500153,0.770093679,0.11138434,0.741752803,0.457212508,0.386792421,0.648398161
+Nepal,2019,5.448724747,8.282169342,0.772273064,61.29999924,0.790347695,0.156366482,0.711842477,0.443902969,0.357100308,0.631985188
+Nepal,2020,5.982410431,8.24277401,0.787215233,61.57500076,0.771715939,0.138915062,0.811892331,0.479671746,0.336939007,0.468227863
+Nepal,2021,4.622300148,8.242314339,0.698646426,61.84999847,0.817544639,0.149796292,0.769947886,0.414381087,0.35387665,0.617541671
+Netherlands,2005,7.463979244,10.80906963,0.947357953,70.69999695,0.901007771,,0.57134223,0.700739443,0.232794717,0.429006547
+Netherlands,2007,7.451879501,10.87634659,0.943854094,70.77999878,0.896018088,0.3420389,0.445436567,0.718050301,0.213335603,0.661945999
+Netherlands,2008,7.631011963,10.89392567,0.944202244,70.81999969,0.883287251,0.362875491,0.418940485,0.67915082,0.181690425,0.617428839
+Netherlands,2010,7.501875877,10.85963345,0.956536889,70.90000153,0.921448231,0.347053498,0.398591846,0.745190442,0.206079304,0.636186302
+Netherlands,2011,7.563797951,10.87036133,0.938396096,70.94000244,0.92543155,0.333365887,0.359395891,0.770457447,0.181386188,0.603366792
+Netherlands,2012,7.470715523,10.85630417,0.938884676,70.98000336,0.877118647,0.285830498,0.433753788,0.752868414,0.226289868,0.574513912
+Netherlands,2013,7.406550407,10.85205364,0.924705446,71.01999664,0.918995857,0.302244455,0.504529953,0.764698267,0.23544322,0.542986929
+Netherlands,2014,7.32118845,10.86258888,0.908995748,71.05999756,0.910179615,0.32901597,0.45694837,0.775612891,0.220656529,0.525242269
+Netherlands,2015,7.324437141,10.87755871,0.879010439,71.09999847,0.903978765,0.259138048,0.41182211,0.742387831,0.202128634,0.579621017
+Netherlands,2016,7.540877342,10.89391708,0.925944209,71.17500305,0.907310009,0.236339986,0.43330425,0.73700738,0.214850739,0.572273314
+Netherlands,2017,7.458965302,10.91669846,0.936501324,71.25,0.920319736,0.248094365,0.363133639,0.729161143,0.184519842,0.669553638
+Netherlands,2018,7.463097095,10.93419456,0.939443171,71.32499695,0.919985175,0.159291357,0.370557785,0.747976542,0.204794183,0.656541049
+Netherlands,2019,7.42526865,10.94701099,0.941477478,71.40000153,0.88559252,0.210272476,0.360068113,0.728164434,0.230502278,0.616572261
+Netherlands,2020,7.504447937,10.90274906,0.943956137,71.47499847,0.934522629,0.148469806,0.280604511,0.690658092,0.246511325,0.780745983
+Netherlands,2021,7.314151287,10.93984699,0.918759406,71.55000305,0.85629344,0.269323587,0.396572888,0.714353323,0.201159164,0.584738791
+New Zealand,2006,7.305014133,10.54277897,0.946047485,69.72000122,0.932080269,0.3079409,0.224220231,0.824703038,0.218773201,0.626480997
+New Zealand,2007,7.604173183,10.56328106,0.966532767,69.73999786,0.878218889,0.275128424,0.294616222,0.80339241,0.237997055,0.586442232
+New Zealand,2008,7.38117075,10.54358101,0.944274664,69.76000214,0.893072486,0.294254243,0.333750874,0.784192085,0.23188065,0.464786351
+New Zealand,2010,7.223756313,10.53627777,0.975642204,69.80000305,0.917752504,0.250910997,0.32074818,0.782820702,0.234758481,0.639135182
+New Zealand,2011,7.190638065,10.55096912,0.953649879,69.81999969,0.934768736,0.280927032,0.269330204,0.78369844,0.210149646,0.635153055
+New Zealand,2012,7.249629974,10.56764698,0.930028617,69.83999634,0.901853085,0.283923149,0.289297938,0.785510421,0.20687817,0.61469996
+New Zealand,2013,7.280151844,10.58656406,0.958153486,69.86000061,0.944000423,0.233521342,0.312235802,0.777919173,0.151396915,0.543508649
+New Zealand,2014,7.305892467,10.60738277,0.942380846,69.87999725,0.931882441,0.344434738,0.272608608,0.807100952,0.199018866,0.629681349
+New Zealand,2015,7.418120861,10.62342548,0.98734349,69.90000153,0.941784263,0.325947881,0.185888708,0.7945081,0.159829989,0.620907664
+New Zealand,2016,7.225687981,10.63758755,0.93660289,69.97499847,0.926576018,0.262195677,0.278270781,0.776531398,0.207413629,0.569690168
+New Zealand,2017,7.32718277,10.65219498,0.95492065,70.05000305,0.942279458,0.290355921,0.221887484,0.762818158,0.171716571,0.609015465
+New Zealand,2018,7.370285988,10.66583729,0.953862727,70.125,0.94930017,0.116996057,0.206580222,0.785058856,0.16795145,0.64246124
+New Zealand,2019,7.205174446,10.6661129,0.938821197,70.19999695,0.912042379,0.154316828,0.233831227,0.765042603,0.19117637,0.67520082
+New Zealand,2020,7.257381916,10.66370201,0.951990783,70.27500153,0.918154597,0.118302144,0.282767951,0.795894742,0.208541051,0.628641069
+New Zealand,2021,7.13670063,10.68897343,0.949832201,70.34999847,0.910249829,0.219341666,0.252423555,0.747143626,0.206175357,0.634897828
+Nicaragua,2006,4.460158348,8.398153305,0.877170146,64.30000305,0.745456338,0.009348364,0.844391346,0.780207157,0.294415772,0.216072738
+Nicaragua,2007,4.944090843,8.43392849,0.866213024,64.40000153,0.835559726,0.140040219,0.825798512,0.786737442,0.287482113,0.407228738
+Nicaragua,2008,5.103827477,8.453953743,0.857186258,64.5,0.790831089,0.075145036,0.818949223,0.770376146,0.289344728,0.336719424
+Nicaragua,2009,5.352804661,8.406784058,0.834688067,64.59999847,0.746065021,0.069943935,0.794486761,0.739845395,0.299064666,0.372536182
+Nicaragua,2010,5.68669939,8.436369896,0.86315155,64.69999695,0.791773319,0.017902365,0.801728904,0.749126315,0.268023372,0.403349727
+Nicaragua,2011,5.385705471,8.484152794,0.800305128,64.80000305,0.778591037,-0.0199768,0.760242522,0.747022092,0.309018821,0.539968431
+Nicaragua,2012,5.448006153,8.533713341,0.894054413,64.90000153,0.850304902,0.016722474,0.643578768,0.761726439,0.254660487,0.573395669
+Nicaragua,2013,5.772274971,8.568533897,0.868216038,65,0.859149039,0.038711965,0.636246741,0.799891829,0.270609558,0.609894693
+Nicaragua,2014,6.275266647,8.602128983,0.838567436,65.09999847,0.817320645,0.10352505,0.698808014,0.78232944,0.333935738,0.584542394
+Nicaragua,2015,5.924112797,8.635917664,0.826908529,65.19999695,0.809259176,0.07663288,0.727998376,0.771062553,0.345594645,0.603455484
+Nicaragua,2016,6.012739658,8.667646408,0.852702439,65.27500153,0.716534257,0.038836882,0.731464922,0.786971927,0.380347282,0.586549759
+Nicaragua,2017,6.476356506,8.700183868,0.83804369,65.34999847,0.922162771,0.009570536,0.672963321,0.793321192,0.308447897,0.590425193
+Nicaragua,2018,5.81895256,8.653413773,0.854276538,65.42500305,0.797056854,0.008089165,0.712824762,0.742867589,0.408349842,0.343466878
+Nicaragua,2019,6.112545013,8.603676796,0.873863935,65.5,0.882678449,0.028150577,0.62198174,0.790255427,0.337012976,0.514429927
+Nicaragua,2020,6.28689003,8.571700096,0.855702758,65.57499695,0.817625225,0.040930137,0.631003439,0.775327206,0.315903068,0.50515604
+Nicaragua,2021,6.095348835,8.61372757,0.848263025,65.65000153,0.904980481,0.026981786,0.674668729,0.798928738,0.292643428,0.589501441
+Niger,2006,3.736951828,6.888016224,0.677165508,50.13999939,0.750336349,0.077427529,0.754975379,0.745853782,0.179303586,0.600507081
+Niger,2007,4.277402401,6.881393909,0.725712836,50.58000183,0.584067166,-0.054839496,0.747563601,0.722617865,0.158482313,0.470700443
+Niger,2008,4.235657215,6.918079853,0.60663867,51.02000046,0.648728073,-0.053767972,0.748752594,0.689175248,0.19388248,0.495378584
+Niger,2009,4.267169952,6.899418831,0.771265149,51.45999908,0.880042136,-0.00760808,0.483152986,0.714190245,0.115248479,0.584044814
+Niger,2010,4.101016045,6.943277359,0.654964983,51.90000153,0.817219734,-0.02218822,0.528980315,0.71503073,0.125837803,0.779490769
+Niger,2011,4.555829525,6.927817345,0.817660689,52.34000015,0.779515266,-0.054488208,0.549093366,0.709998012,0.166154444,0.7923069
+Niger,2012,3.798088312,6.989118099,0.700107574,52.77999878,0.734430909,-0.062656403,0.777340889,0.582121611,0.141553044,0.534528375
+Niger,2013,3.716329813,7.001832008,0.695813596,53.22000122,0.825387061,-0.076423906,0.710963428,0.639400542,0.208130196,0.641753078
+Niger,2014,4.180943489,7.027142048,0.752533853,53.65999985,0.687634289,-0.045390144,0.60472846,0.628695428,0.20466128,0.579107881
+Niger,2015,3.671453714,7.03131628,0.713019609,54.09999847,0.728128314,-0.031235063,0.702549696,0.664707303,0.218422577,0.576022983
+Niger,2016,4.234645844,7.048539639,0.682828248,54.45000076,0.701927304,-0.014887553,0.814493895,0.646426618,0.325441957,0.572467506
+Niger,2017,4.615673542,7.058952808,0.582109571,54.79999924,0.68355757,-0.029409431,0.777660012,0.698577642,0.426522374,0.601117253
+Niger,2018,5.164007187,7.09041214,0.612025678,55.15000153,0.790665627,0.009566282,0.637166798,0.758703887,0.502554536,0.747923851
+Niger,2019,5.003544331,7.1101861,0.67695874,55.5,0.83136189,0.026540544,0.728855133,0.79381007,0.304438263,0.730674267
+Nigeria,2006,4.709745884,8.326129913,0.73517859,50.22000122,0.649139762,0.084603734,0.870748997,0.771529913,0.17823717,0.245243251
+Nigeria,2007,4.890419483,8.363638878,0.717703819,50.54000092,0.635073245,0.136108398,0.918391883,0.81472975,0.14140293,0.389237761
+Nigeria,2008,4.938560486,8.40259552,0.779640496,50.86000061,0.584221542,0.118711144,0.891890109,0.755055308,0.244094297,0.455402017
+Nigeria,2009,4.980220318,8.453269005,0.72208178,51.18000031,0.53672111,0.067127958,0.913195729,0.730262756,0.225123048,0.232548922
+Nigeria,2010,4.760275841,8.503567696,0.823823035,51.5,0.565351069,0.066187419,0.910719037,0.758521974,0.19034341,0.288010925
+Nigeria,2012,5.492954254,8.543128014,0.817579567,52.13999939,0.651688874,0.065867022,0.900431395,0.781706154,0.209099486,0.303561687
+Nigeria,2013,4.81786871,8.580942154,0.662943304,52.45999908,0.621587694,0.050061274,0.905309319,0.651861787,0.286345929,0.303507507
+Nigeria,2015,4.932914734,8.615185738,0.811647654,53.09999847,0.680470288,-0.03587978,0.926109254,0.714879394,0.25118956,0.41035831
+Nigeria,2016,5.219567776,8.572607994,0.804766953,53.42499924,0.797690511,0.042611111,0.904706836,0.745246053,0.2518363,0.414326072
+Nigeria,2017,5.321928024,8.5545578,0.733468533,53.75,0.825905561,0.123873875,0.834891975,0.682211101,0.235968769,0.558790743
+Nigeria,2018,5.252288342,8.547737122,0.740854204,54.07500076,0.789881051,-0.010612354,0.865602672,0.761656404,0.256469876,0.45174095
+Nigeria,2019,4.266484261,8.543931961,0.734995186,54.40000153,0.746269286,0.022977227,0.873035729,0.698242903,0.229003847,0.399433285
+Nigeria,2020,5.502948284,8.500396729,0.739289463,54.72499847,0.713061512,0.097834267,0.912774444,0.737175941,0.315886825,0.309500486
+Nigeria,2021,4.47926569,8.49864006,0.741560102,55.04999924,0.725732863,0.052173574,0.911945105,0.666297317,0.188105255,0.252334535
+North Cyprus,2012,5.463305473,,0.871150076,,0.692567647,,0.854729652,0.548641324,0.405434668,0.414000452
+North Cyprus,2013,5.566802502,,0.869274199,,0.775383294,,0.715356171,0.506440818,0.442972362,0.401787579
+North Cyprus,2014,5.785978794,,0.801801682,,0.829677284,,0.692221284,0.570315719,0.311335862,0.412389994
+North Cyprus,2015,5.842550278,,0.79138273,,0.785352826,,0.659180284,0.566849291,0.318930179,0.439620912
+North Cyprus,2016,5.827127934,,0.807690263,,0.796233833,,0.670191407,0.531509042,0.346465379,0.440594882
+North Cyprus,2018,5.608056068,,0.837391794,,0.797066092,,0.613837004,0.398250222,0.261867821,0.378323644
+North Cyprus,2019,5.4666152,,0.803294539,,0.792734623,,0.640058875,0.404271185,0.296411127,0.370310217
+North Macedonia,2007,4.493598461,9.434421539,0.810537934,64.66000366,0.439399779,0.077147894,0.869545937,0.558355927,0.251122892,0.40461275
+North Macedonia,2009,4.428021908,9.480629921,0.734430969,64.81999969,0.552173734,-0.044544183,0.843915761,0.487668097,0.370053828,
+North Macedonia,2010,4.180202007,9.511555672,0.68685478,64.90000153,0.513183951,-0.06096049,0.856452644,0.472753972,0.313819051,
+North Macedonia,2011,4.898180008,9.53296566,0.784300089,64.98000336,0.607463241,-0.089687094,0.865062475,0.503090858,0.36275062,
+North Macedonia,2012,4.639647484,9.527177811,0.798305035,65.05999756,0.613055706,-0.086802199,0.919845164,0.550912976,0.421751916,0.369646579
+North Macedonia,2013,5.186190605,9.554561615,0.832253754,65.13999939,0.640952647,0.022232182,0.860541105,0.521264255,0.330875665,0.430279344
+North Macedonia,2014,5.203825951,9.588544846,0.792998135,65.22000122,0.64474082,0.032295458,0.860599697,0.582850993,0.306998342,0.440928251
+North Macedonia,2015,4.975589752,9.625047684,0.766368151,65.30000305,0.660318911,-0.048898052,0.824178994,0.550810456,0.299022079,0.367435127
+North Macedonia,2016,5.34574604,9.652038574,0.871212244,65.5,0.706179321,0.077481277,0.869719028,0.587329805,0.292294681,0.256954134
+North Macedonia,2017,5.233866692,9.661827087,0.79995513,65.69999695,0.752106607,-0.061115041,0.855697274,0.446869999,0.299390584,0.442916453
+North Macedonia,2018,5.239834785,9.689399719,0.84891516,65.90000153,0.744800925,-0.043783113,0.909934342,0.511837602,0.298352867,0.396141589
+North Macedonia,2019,5.015485287,9.727529526,0.814638495,66.09999847,0.724710405,0.021708572,0.922597229,0.515054047,0.303605884,0.265988678
+North Macedonia,2020,5.053664207,9.676046371,0.750374198,66.30000305,0.787284732,0.130754411,0.877421141,0.541942358,0.365126073,0.324631155
+North Macedonia,2021,5.534749985,9.71719265,0.808856964,66.5,0.79296577,0.192517072,0.884325325,0.563352823,0.303365707,0.359121591
+Norway,2006,7.415682316,11.0484581,0.958511293,69.40000153,0.959532738,0.104460761,0.397150129,0.766967356,0.197113186,0.682717204
+Norway,2008,7.632287502,11.05990219,0.935878932,69.80000305,0.947288871,0.013694154,0.502776325,0.763017952,0.155095205,0.540759981
+Norway,2012,7.678277016,11.03473949,0.947657406,70.59999847,0.946565866,0.143112838,0.368042678,0.79849118,0.212821111,0.663340509
+Norway,2014,7.444470882,11.04116249,0.941161931,71,0.956316173,0.176930651,0.404825836,0.802207887,0.194354936,0.699690521
+Norway,2015,7.603433609,11.05069256,0.946833968,71.19999695,0.947620511,0.252846897,0.298814356,0.796320975,0.209409878,0.586871624
+Norway,2016,7.596331596,11.05254078,0.959742844,71.25,0.954352319,0.128806502,0.409666121,0.809430182,0.209262192,0.657646239
+Norway,2017,7.578744888,11.06743145,0.950127661,71.30000305,0.953016818,0.232319728,0.249711379,0.800106227,0.202913806,0.717159748
+Norway,2018,7.444262028,11.07195663,0.965961933,71.34999847,0.960429013,0.090104721,0.268201441,0.78560704,0.21186237,0.679502964
+Norway,2019,7.442139626,11.07368851,0.941784024,71.40000153,0.954044461,0.10694553,0.270571798,0.781727433,0.195486501,0.597986996
+Norway,2020,7.290032387,11.06011295,0.955979943,71.44999695,0.964561105,0.071051814,0.271083295,0.777274728,0.216033921,0.829234183
+Norway,2021,7.361573696,11.09462643,0.947877407,71.5,0.936379194,0.169224352,0.263276964,0.769433558,0.20719704,0.773523211
+Oman,2011,6.852982044,10.39209461,,62.34000015,0.916293025,0.022032274,,,0.295164108,
+Pakistan,2005,5.224657536,8.217930794,0.590945721,53.20000076,0.629995883,,0.844436169,,0.237265706,0.58348304
+Pakistan,2007,5.671460629,8.276694298,0.478887379,53.72000122,0.395642221,0.088896491,0.793795407,0.583407879,0.310367256,0.443334281
+Pakistan,2008,4.413918972,8.270934105,0.372907877,53.97999954,0.335223645,0.10016837,0.847682595,0.532505095,0.320658326,0.409197897
+Pakistan,2009,5.208146572,8.27652359,0.521746695,54.24000168,0.387697667,0.076895013,0.873649061,0.515629292,0.348705649,0.355925977
+Pakistan,2010,5.786132813,8.270492554,0.571315944,54.5,0.364205927,0.300178647,0.8516559,0.52664572,0.371941417,0.30821377
+Pakistan,2011,5.267186165,8.276018143,0.509884119,54.75999832,0.375822634,0.029472155,0.857177615,0.472562015,0.357800812,0.275174707
+Pakistan,2012,5.131565094,8.289225578,0.542038023,55.02000046,0.366844118,0.16466324,0.842024505,0.51005733,0.332447737,0.228680417
+Pakistan,2013,5.138082504,8.311218262,0.607087076,55.27999878,0.447909594,0.099312656,0.791835248,0.474416286,0.273709893,0.260006875
+Pakistan,2014,5.435657978,8.335981369,0.551683307,55.54000092,0.543138504,0.140238464,0.676927507,0.475317448,0.295479774,0.425877184
+Pakistan,2015,4.823194981,8.361321449,0.561720133,55.79999924,0.586546242,0.08511883,0.716641188,0.469451874,0.328646719,0.45958823
+Pakistan,2016,5.548508167,8.394252777,0.626921296,56.07500076,0.634182811,0.094522946,0.79253006,0.502840996,0.33161667,0.455683172
+Pakistan,2017,5.830870628,8.427532196,0.690263569,56.34999847,0.712657094,0.044926014,0.713928223,0.488859296,0.308341086,0.557435155
+Pakistan,2018,5.471553802,8.463681221,0.685059488,56.625,0.77256912,0.068565376,0.798841655,0.469722837,0.376706064,0.58938849
+Pakistan,2019,4.442717552,8.454833984,0.617295742,56.90000153,0.684675574,0.123248078,0.775998056,0.488940775,0.424240083,0.511037052
+Pakistan,2020,4.623969078,8.425652504,0.594273567,57.17499924,0.767367244,0.01433959,0.832585573,0.470246613,0.375722438,
+Pakistan,2021,4.486834526,8.440561295,0.608395636,57.45000076,0.763992071,0.020692177,0.742719173,0.517665982,0.307363391,
+Palestinian Territories,2006,4.716387749,8.201192856,0.817945421,61.77999878,0.546506464,,0.857823968,0.491536111,0.430579603,0.379181832
+Palestinian Territories,2007,4.151053905,8.180532455,0.711818635,61.89749908,0.365296155,-0.077704825,0.844180405,0.515242279,0.412327886,0.393737048
+Palestinian Territories,2008,4.385603428,8.275285721,0.665910721,62.01499939,0.357756525,-0.070109874,0.753213048,0.512986898,0.403282553,
+Palestinian Territories,2009,4.470191479,8.336611748,0.738076687,62.13249969,0.467811942,-0.086179458,0.797354221,0.473767519,0.46642825,0.427520692
+Palestinian Territories,2010,4.702603817,8.362595558,0.82174629,62.25,0.504262269,-0.11607106,0.752414644,0.552512765,0.381490052,0.50920409
+Palestinian Territories,2011,4.751219749,8.451590538,0.75083226,,0.521889269,-0.125791103,0.750207603,0.49907428,0.387651235,0.487110436
+Palestinian Territories,2012,4.646608353,8.598371506,0.782169104,,0.541582882,-0.158610404,0.730194092,0.559733331,0.378503829,0.466042757
+Palestinian Territories,2013,4.844027996,8.594526291,0.760899544,,0.453903377,-0.158181578,0.779645741,0.536738992,0.365275741,0.438160747
+Palestinian Territories,2014,4.721938133,8.618412018,0.775086701,,0.657049835,-0.158626452,0.804165423,0.504632056,0.380452424,0.474314302
+Palestinian Territories,2015,4.695239067,8.68314743,0.766101241,,0.556040943,-0.167896152,0.77430135,0.536447167,0.369084895,0.445855588
+Palestinian Territories,2016,4.906618118,8.73795414,0.817770958,,0.607669413,-0.146672711,0.812464654,0.543776095,0.377641797,0.463771552
+Palestinian Territories,2017,4.62813282,8.733620644,0.824345112,,0.631611288,-0.180932894,0.830646336,0.533918321,0.416072041,0.414400935
+Palestinian Territories,2018,4.5539217,8.717741013,0.819479287,,0.654534519,-0.15797247,0.813779533,0.528392315,0.418928534,0.392373383
+Palestinian Territories,2019,4.48253727,8.716377258,0.832550049,,0.653488278,-0.130438522,0.829282761,0.538072765,0.3996723,0.402749568
+Panama,2006,6.127988338,9.763712883,0.950980365,66.86000061,0.882047236,-0.048692618,0.911755919,0.825811207,0.232062608,0.360039532
+Panama,2007,6.894139767,9.858784676,0.937078059,67.01999664,0.640218794,0.081433825,0.915287375,0.788677633,0.149341464,0.25014171
+Panama,2008,6.930903435,9.934837341,0.922481298,67.18000031,0.707384586,0.057951551,0.88065052,0.776062965,0.150143132,0.310028732
+Panama,2009,7.033740044,9.929429054,0.905028522,67.33999634,0.721393645,0.012687565,0.889423907,0.839467406,0.144200027,0.602612615
+Panama,2010,7.3214674,9.968494415,0.92753309,67.5,0.754523695,-0.01030933,0.87982583,0.840976536,0.146368757,0.536404312
+Panama,2011,7.24808073,10.05831623,0.876284182,67.66000366,0.829012871,0.007102657,0.839684486,0.852716744,0.179641321,0.461056739
+Panama,2012,6.859835625,10.13445282,0.89739114,67.81999969,0.783182502,-0.003747593,0.795796633,0.83766222,0.206641346,0.361556232
+Panama,2013,6.86648035,10.18416595,0.895719826,67.98000336,0.811337948,0.01633174,0.814464629,0.859786928,0.225745514,0.418275893
+Panama,2014,6.631171227,10.21656418,0.87347424,68.13999939,0.893915117,0.000123547,0.846593857,0.798749387,0.253815651,0.4400675
+Panama,2015,6.605550289,10.25523472,0.88261503,68.30000305,0.846669197,-0.00900457,0.809942901,0.777305126,0.263825864,0.375584841
+Panama,2016,6.117638111,10.28644753,0.882460237,68.40000153,0.884479761,-0.1045302,0.836976767,0.812744737,0.244131789,0.329894483
+Panama,2017,6.567658901,10.3237381,0.911904812,68.5,0.899573505,-0.171672419,0.840777099,0.795368135,0.242319331,0.390996099
+Panama,2018,6.281434059,10.34300232,0.904389799,68.59999847,0.861448109,-0.132829815,0.83693099,0.840996861,0.222598746,0.277477711
+Panama,2019,6.085955143,10.3558445,0.885721385,68.69999695,0.882961094,-0.201097786,0.868827522,0.840836167,0.243566602,0.406914115
+Panama,2021,6.552778721,10.22175407,0.898621261,68.90000153,0.810681999,-0.140521035,0.861062586,0.834382474,0.217544228,0.334807962
+Paraguay,2006,4.730082035,9.087800026,0.895427763,64.87999725,0.691021681,0.065094031,0.840989172,0.751927376,0.302746117,0.305137634
+Paraguay,2007,5.272461414,9.126289368,0.862656415,64.95999908,0.698987842,0.130991176,0.929890692,0.811656475,0.218698904,0.174151406
+Paraguay,2008,5.570061684,9.175508499,0.889281452,65.04000092,0.649068773,0.055489615,0.891085148,0.797779143,0.259037822,0.23880963
+Paraguay,2009,5.576147079,9.15939045,0.900353849,65.12000275,0.717870176,0.026241815,0.857340276,0.803005695,0.186126411,0.520752966
+Paraguay,2010,5.841174126,9.251065254,0.889152765,65.19999695,0.726262391,0.075159416,0.779914618,0.82604146,0.175859466,0.479620606
+Paraguay,2011,5.677080631,9.279371262,0.869149685,65.27999878,0.665864289,0.189435244,0.755997002,0.823038757,0.190262824,0.367264926
+Paraguay,2012,5.820058346,9.258541107,0.931004941,65.36000061,0.748206615,0.198541015,0.77365911,0.849250019,0.212838635,0.296063691
+Paraguay,2013,5.936240673,9.324483871,0.938647211,65.44000244,0.908905864,0.044526916,0.902550995,0.873760998,0.223824456,0.372237712
+Paraguay,2014,5.118641853,9.362523079,0.959249556,65.51999664,0.759396434,-0.003017682,0.762375772,0.876032054,0.215778142,0.193541795
+Paraguay,2015,5.559724331,9.378236771,0.914199054,65.59999847,0.806124747,-0.008908931,0.862888277,0.831519663,0.218508467,0.181174591
+Paraguay,2016,5.801380157,9.406793594,0.93986696,65.65000153,0.853534281,-0.072308049,0.756116271,0.833231986,0.197176188,0.284559757
+Paraguay,2017,5.71329546,9.440701485,0.902042508,65.69999695,0.891171455,0.001835709,0.809900761,0.820329726,0.231783673,0.381784081
+Paraguay,2019,5.652625561,9.442684174,0.892487168,65.80000305,0.876052618,0.027204527,0.881786108,0.790478528,0.275186718,0.212079674
+Paraguay,2020,5.501248837,9.424612045,0.906508625,65.84999847,0.865221083,0.063264892,0.828658342,0.766731083,0.269218802,0.225703374
+Paraguay,2021,5.575535297,9.454678535,0.907541871,65.90000153,0.887960792,0.02379535,0.856721044,0.806078374,0.248322532,0.290166408
+Peru,2006,4.810845375,8.989351273,0.874649584,66.45999908,0.667579174,-0.072084405,0.895347834,0.675224841,0.419590116,0.16573818
+Peru,2007,5.213962078,9.062914848,0.756369531,66.72000122,0.638496518,-0.078528658,0.930640996,0.730208516,0.361295253,0.224221662
+Peru,2008,5.129230976,9.142193794,0.777106822,66.98000336,0.637672365,-0.068087906,0.89643985,0.701445818,0.353949875,0.173054844
+Peru,2009,5.518846989,9.145059586,0.79869628,67.23999786,0.638375103,-0.080154046,0.880333722,0.757985055,0.320298076,0.174843535
+Peru,2010,5.612785339,9.216964722,0.811914384,67.5,0.756706417,-0.061523955,0.880594134,0.744028509,0.330243468,0.192308694
+Peru,2011,5.892457485,9.270196915,0.756304562,67.76000214,0.772759497,-0.124476716,0.823664963,0.74246645,0.330921263,0.293339759
+Peru,2012,5.824557304,9.321531296,0.764071584,68.01999664,0.703000546,-0.080573991,0.866837919,0.705466568,0.397958517,0.272202104
+Peru,2013,5.782557487,9.369393349,0.796768486,68.27999878,0.703041255,-0.067341164,0.869899273,0.74146831,0.390038222,0.219155595
+Peru,2014,5.865815639,9.382365227,0.818986952,68.54000092,0.722352386,-0.137589946,0.877822161,0.743211806,0.319337994,0.240083769
+Peru,2015,5.577263355,9.401808739,0.798418343,68.80000305,0.802269042,-0.091256231,0.883730412,0.743743539,0.37830466,0.179047555
+Peru,2016,5.700628757,9.425748825,0.802856445,68.97499847,0.829843879,-0.135338381,0.86591959,0.791096807,0.338006854,0.281923383
+Peru,2017,5.710936546,9.434005737,0.830123365,69.15000153,0.826552153,-0.155653507,0.895384133,0.767763197,0.393873721,0.254595339
+Peru,2018,5.679661274,9.455747604,0.84530139,69.32499695,0.829641998,-0.179791257,0.906244636,0.783017695,0.380032867,0.202403098
+Peru,2019,5.999381542,9.461386681,0.809075952,69.5,0.814805925,-0.131083593,0.873601913,0.793809652,0.374985486,0.230489925
+Peru,2020,4.994379044,9.329087257,0.748887837,69.67500305,0.805973649,-0.090145819,0.911601484,0.736464798,0.481483608,0.170750022
+Peru,2021,5.694317818,9.44045639,0.818539441,69.84999847,0.811777532,-0.085864142,0.879913747,0.783769429,0.368650228,0.30032289
+Philippines,2006,4.669945717,8.561844826,0.795313299,61.36000061,0.828273118,0.062930621,0.841298819,0.75597924,,0.571570992
+Philippines,2007,5.073562145,8.607889175,0.800711393,61.41999817,0.851566434,-0.022103019,0.880245566,0.736458659,0.378187776,0.624720573
+Philippines,2008,4.589065075,8.633817673,0.798442245,61.47999954,0.860842586,0.082235992,0.816584587,0.773812234,0.384014696,0.566654027
+Philippines,2009,4.879910946,8.631697655,0.775170922,61.54000092,0.87360549,0.003180879,0.804578125,0.791430533,0.311330199,0.598850965
+Philippines,2010,4.941514015,8.685816765,0.804861128,61.59999847,0.893350542,0.032479588,0.812448382,0.828575552,0.293918312,0.554057181
+Philippines,2011,4.993956566,8.706755638,0.788763285,61.65999985,0.882837474,0.071936019,0.782946467,0.807783842,0.358326375,0.722774804
+Philippines,2012,5.001965046,8.756409645,0.812921703,61.72000122,0.914499581,0.051978387,0.771167636,0.811441779,0.35112527,0.758208573
+Philippines,2013,4.976925373,8.804812431,0.846413136,61.77999878,0.907458425,0.020415673,0.756388545,0.795774877,0.331957966,0.751474738
+Philippines,2014,5.312550068,8.849892616,0.813300192,61.84000015,0.902185738,-0.016077749,0.787219465,0.787262917,0.334036529,0.687083423
+Philippines,2015,5.547489166,8.895648003,0.853588581,61.90000153,0.911533594,-0.051944856,0.755191565,0.796321929,0.350587666,0.668413937
+Philippines,2016,5.430832863,8.949631691,0.821298718,61.92499924,0.907595754,-0.072078153,0.791962206,0.807433665,0.290232718,0.771626711
+Philippines,2017,5.594270229,9.002192497,0.851028562,61.95000076,0.925703108,-0.142278239,0.711165547,0.753483713,0.340621501,0.83773005
+Philippines,2018,5.869172573,9.049717903,0.845803261,61.97499847,0.917808175,-0.108887583,0.726483345,0.75618434,0.393481076,0.802007139
+Philippines,2019,6.267745018,9.095459938,0.84509474,62,0.909598589,-0.083605275,0.748442113,0.764526367,0.340569496,0.79500258
+Philippines,2020,5.079585075,8.981377602,0.781140387,62.02500153,0.932041705,-0.110693514,0.744283676,0.792735636,0.326889008,0.802727103
+Philippines,2021,5.96505785,9.020073891,0.778192103,62.04999924,0.905275464,-0.00859355,0.72116226,0.789731145,0.322941482,0.763208687
+Poland,2005,5.587209225,9.848897934,0.921527624,66.19999695,0.782473147,,0.982930899,0.610625982,0.282439232,0.06876874
+Poland,2007,5.886137486,9.977813721,0.912639678,66.55999756,0.772223353,-0.049099922,0.925285518,0.665473282,0.237598762,0.187883481
+Poland,2009,5.772027493,10.04606915,0.916798174,66.91999817,0.820649087,0.071381621,0.897762001,0.649224102,0.245965257,0.284511507
+Poland,2010,5.887029648,10.08564854,0.95506531,67.09999847,0.794900477,-0.000303453,0.904697299,0.685517788,0.234237015,0.333801061
+Poland,2011,5.646204948,10.13158989,0.904578626,67.27999878,0.868148923,-0.068704925,0.907953143,0.658624232,0.223810226,0.27237618
+Poland,2012,5.87593174,10.14475441,0.935923874,67.45999908,0.811301708,-0.028189898,0.887895823,0.710892498,0.266746789,0.268628746
+Poland,2013,5.746131897,10.15655231,0.911934912,67.63999939,0.775931358,-0.138638377,0.915677428,0.674865067,0.241980955,0.163588136
+Poland,2014,5.750282288,10.19052887,0.923642278,67.81999969,0.875357091,-0.065763019,0.897741735,0.681014657,0.222643748,0.252522856
+Poland,2015,6.007021904,10.23268509,0.893090427,68,0.793462157,-0.094865799,0.810096323,0.630626798,0.240432039,0.211427912
+Poland,2016,6.162076473,10.26404953,0.91739881,68.17500305,0.870707512,-0.092869826,0.847753942,0.665538013,0.223536044,0.382713199
+Poland,2017,6.201268196,10.31110001,0.881854117,68.34999847,0.830842614,-0.12366733,0.639479935,0.565854669,0.203387797,0.502480447
+Poland,2018,6.111485004,10.3632555,0.863444209,68.52500153,0.870215118,-0.256396353,0.720451355,0.622175872,0.176010624,0.427517712
+Poland,2019,6.24209404,10.40985775,0.878268242,68.69999695,0.882885754,-0.23313646,0.696057379,0.612847447,0.168089688,0.497986019
+Poland,2020,6.139455318,10.38451004,0.95317173,68.875,0.767428696,-0.009690654,0.786873639,0.677396119,0.328937918,0.273116618
+Poland,2021,5.978068829,10.43639851,0.935534835,69.05000305,0.731805563,0.127401829,0.743913174,0.699575484,0.277231276,0.259251654
+Portugal,2006,5.405246258,10.35852814,0.905289888,68.33999634,0.882068098,-0.180657193,0.880059004,0.646715462,0.333497614,0.452416807
+Portugal,2008,5.716966629,10.38306713,0.885925412,68.81999969,0.646464109,-0.219573945,0.932685852,0.666879535,0.309280723,0.339916795
+Portugal,2010,5.094525814,10.36716366,0.863906741,69.30000305,0.721036375,-0.108066268,0.947879434,0.681019306,0.265107363,0.263269573
+Portugal,2011,5.219997883,10.35152721,0.855960667,69.54000092,0.875092566,-0.175123289,0.961977124,0.670632899,0.279200882,0.20997645
+Portugal,2012,4.993962288,10.31416225,0.86603862,69.77999878,0.773821414,-0.099114485,0.959288418,0.6314798,0.370169967,0.230625153
+Portugal,2013,5.157688141,10.31038094,0.867180824,70.01999664,0.78803277,-0.120469496,0.946257353,0.664723635,0.347898155,0.17921339
+Portugal,2014,5.12691164,10.32366371,0.86182946,70.26000214,0.846810102,-0.128439054,0.94107008,0.663038433,0.357692271,0.227394462
+Portugal,2015,5.080866337,10.34556675,0.866213858,70.5,0.800440311,-0.165161774,0.941050768,0.629159272,0.370736867,0.217742205
+Portugal,2016,5.446637154,10.36871529,0.90463537,70.625,0.83806932,-0.227363601,0.922192395,0.659148574,0.326252729,0.354542404
+Portugal,2017,5.711499214,10.40561676,0.899984837,70.75,0.905065656,-0.177985847,0.880970538,0.607893229,0.294272572,0.501088142
+Portugal,2018,5.919822693,10.43531322,0.887113273,70.875,0.877404213,-0.263653696,0.87972784,0.645731986,0.317994744,0.520630658
+Portugal,2019,6.095473289,10.46154976,0.876082599,71,0.8823511,-0.236410558,0.915165603,0.675313532,0.299874753,0.43560499
+Portugal,2020,5.767792225,10.37147236,0.874990344,71.125,0.91313076,-0.240306079,0.867157161,0.613749206,0.382812679,0.614669442
+Portugal,2021,6.183014393,10.41631794,0.894941688,71.25,0.892121136,-0.20704861,0.872229338,0.628748119,0.284006834,0.576186419
+Qatar,2009,6.417824268,11.40706348,0.894493103,64.36000061,0.864991903,0.235229537,0.183798134,0.672899783,0.258084506,0.888471901
+Qatar,2010,6.849652767,11.47114754,,64.69999695,,0.103959754,,,,
+Qatar,2011,6.591604233,11.50436211,0.857350588,65.04000092,0.904687464,0.011941223,,0.660717309,0.327789903,
+Qatar,2012,6.611298561,11.47482395,0.838131666,65.37999725,0.924333632,0.161769748,,0.6826998,0.322181433,
+Qatar,2015,6.374529362,11.47174168,,66.40000153,,,,,,
+Romania,2005,5.048648357,9.727385521,0.837685466,64.5,0.800120592,,0.956884563,0.576348126,0.345686913,0.27288717
+Romania,2007,5.393723965,9.895151138,0.736480415,64.86000061,0.685747743,-0.189699054,0.948706627,0.575024009,0.27662608,0.199743554
+Romania,2009,5.367565155,9.952385902,0.812449574,65.22000122,0.60582763,-0.198227778,0.96679461,0.544521034,0.270051271,0.231964737
+Romania,2010,4.909165859,9.918532372,0.689065635,65.40000153,0.565536737,-0.086676694,0.973686337,0.539418042,0.34447822,0.093852684
+Romania,2011,5.02275753,9.942332268,0.752606809,65.58000183,0.650402188,-0.141707927,0.964042604,0.500530779,0.294461548,0.116410844
+Romania,2012,5.166874886,9.966984749,0.740043104,65.76000214,0.644536138,-0.113436006,0.959486127,0.519568145,0.342614621,0.236376286
+Romania,2013,5.081584454,10.00771427,0.777552068,65.94000244,0.654542148,-0.131343663,0.95184356,0.540932298,0.32861948,0.241623357
+Romania,2014,5.726893425,10.04691124,0.75294137,66.12000275,0.754235506,-0.102744281,0.95832473,0.564956546,0.330687732,0.243379444
+Romania,2015,5.777491093,10.0807209,0.786967337,66.30000305,0.795847714,-0.142957568,0.961650968,0.627088487,0.311574161,0.246008784
+Romania,2016,5.96887064,10.13241482,0.809229195,66.42500305,0.8217206,-0.116968714,0.949044526,0.607439756,0.257763505,0.181354657
+Romania,2017,6.089904785,10.20883465,0.811240137,66.55000305,0.838586688,-0.161676064,0.925658047,0.632110655,0.230836198,0.298341334
+Romania,2018,6.150878906,10.25848293,0.81793046,66.67500305,0.84515959,-0.219323963,0.921170175,0.648865998,0.298453927,0.226351306
+Romania,2019,6.129942417,10.30478001,0.841905951,66.80000305,0.84754318,-0.223447934,0.954130709,0.604940474,0.243659228,0.160088375
+Romania,2020,6.785142422,10.26910686,0.869008839,66.92500305,0.863305271,-0.156541392,0.91769141,0.667786896,0.25570637,0.23219794
+Romania,2021,6.548725605,10.33434677,0.834509134,67.05000305,0.870957971,-0.182472154,0.928280115,0.673982322,0.264397413,0.192293614
+Russia,2006,4.963742733,9.987711906,0.894707382,58.74000168,0.643388212,-0.308152229,0.935101748,0.533524811,0.232429147,0.37003988
+Russia,2007,5.222867489,10.07100296,0.88465637,59.18000031,0.592569709,-0.285410792,0.93346411,0.545877993,0.192846358,0.374115855
+Russia,2008,5.61875391,10.12213516,0.882316172,59.61999893,0.642778277,-0.306728989,0.924090385,0.570209742,0.165901884,0.557550251
+Russia,2009,5.158227921,10.04062366,0.908075571,60.06000137,0.61711514,-0.285023332,0.953601718,0.53951323,0.168979272,0.549765408
+Russia,2010,5.384773254,10.08419228,0.908814192,60.5,0.613159001,-0.298047632,0.936571956,0.567381263,0.171420962,0.51499486
+Russia,2011,5.388766289,10.12551403,0.883416891,60.93999863,0.625847578,-0.280550778,0.935130417,0.564264834,0.165234953,0.479574502
+Russia,2012,5.620735645,10.16328239,0.901295125,61.38000107,0.609104156,-0.294371754,0.937517941,0.562564373,0.173604488,0.452001721
+Russia,2013,5.537177563,10.17855549,0.880856991,61.81999969,0.661185563,-0.291099757,0.933804512,0.592296541,0.179923758,0.388303369
+Russia,2014,6.036976814,10.1680479,0.931755424,62.25999832,0.744332075,-0.266319543,0.869267285,0.616634369,0.151346922,0.640166044
+Russia,2015,5.995538712,10.14596653,0.924363256,62.70000076,0.685454726,-0.17279993,0.913418293,0.609346032,0.130005926,0.649233103
+Russia,2016,5.85494566,10.14606953,0.910927355,63.07500076,0.713606298,-0.182986706,0.925462723,0.586740851,0.142497227,0.584303796
+Russia,2017,5.578742981,10.16301918,0.896151304,63.45000076,0.73087424,-0.146716699,0.861590207,0.650563896,0.194560528,0.556597233
+Russia,2018,5.513500214,10.19078541,0.908726096,63.82500076,0.7292822,-0.149111703,0.865311563,0.615011394,0.198796302,0.45583874
+Russia,2019,5.440523624,10.21135998,0.910098851,64.19999695,0.714766085,-0.118029267,0.847705066,0.632024169,0.200421557,0.436963826
+Russia,2020,5.495288849,10.18325329,0.887020171,64.57499695,0.714466453,-0.074105181,0.823047519,0.620991707,0.189521536,0.477703661
+Russia,2021,5.448261261,10.22768974,0.861716568,64.94999695,0.670810163,0.058407594,0.807839274,0.590086401,0.1900727,0.45699209
+Rwanda,2006,4.21470356,7.111707211,0.717583358,53.5,0.915480852,,0.298643529,0.700726748,0.18899633,0.966427267
+Rwanda,2008,4.362988949,7.239236355,0.485680968,54.70000076,0.752293468,0.018129818,0.286407232,0.632626414,0.220767915,0.92293489
+Rwanda,2009,4.029761791,7.273092747,0.559390426,55.29999924,0.765569031,-1.25179E-05,0.409702867,0.658405483,0.112361915,0.948411286
+Rwanda,2011,4.097435951,7.369576454,0.569859505,56.5,0.829036176,-0.038044758,0.16147466,0.607516348,0.154241934,
+Rwanda,2012,3.333047867,7.427861691,0.637147248,57.09999847,0.835491359,-0.011245688,0.081324898,0.623918176,0.132398143,
+Rwanda,2013,3.466387749,7.449460506,0.749632955,57.70000076,0.904272258,-0.027157823,0.117165409,0.727639854,0.167348459,
+Rwanda,2014,3.595678329,7.48445034,0.748304188,58.29999924,0.894025266,-0.022211887,0.07800018,0.747769415,0.133609742,
+Rwanda,2015,3.483108997,7.543886662,0.678143561,58.90000153,0.907892346,0.025487337,0.09460447,0.69152987,0.206402764,
+Rwanda,2016,3.332989931,7.575854301,0.665130913,59.22499847,0.910736382,0.025593719,0.158601388,0.714600325,0.285384238,0.993604362
+Rwanda,2017,3.10837388,7.588449478,0.516550004,59.54999924,0.908114851,0.051831212,0.213757217,0.724039674,0.358309627,0.981398344
+Rwanda,2018,3.5610466,7.644320965,0.616172731,59.875,0.924231648,0.05737479,0.163809955,0.76513201,0.308199167,0.988120437
+Rwanda,2019,3.268152237,7.70864296,0.489458233,60.20000076,0.868999183,0.064353086,0.167970896,0.716731012,0.417667687,0.98584497
+Saudi Arabia,2005,7.079644203,10.69895554,0.867819488,61.20000076,,,0.505149066,0.680691183,0.242553025,
+Saudi Arabia,2007,7.266694069,10.68889332,0.891524911,61.59999847,0.622070193,0.002136212,,0.718202651,0.23154743,
+Saudi Arabia,2008,6.811370373,10.72194767,0.823053539,61.79999924,0.531811953,-0.024490723,0.507919014,0.606720626,0.201822907,
+Saudi Arabia,2009,6.14759016,10.67289066,0.921288133,62,0.639405668,-0.112330168,0.44513157,0.682754934,0.319474906,
+Saudi Arabia,2010,6.307098389,10.69278049,0.87959832,62.20000076,0.677777231,-0.035103273,,0.645319223,0.297208935,
+Saudi Arabia,2011,6.699789524,10.75767231,0.829633653,62.40000153,0.603455663,-0.144417733,,0.698994219,0.240139723,
+Saudi Arabia,2012,6.396359444,10.77946568,0.867100954,62.59999847,0.560455382,-0.122059062,,0.691676438,0.224840984,
+Saudi Arabia,2013,6.495132923,10.77579212,0.826695323,62.79999924,0.661042333,-0.083632588,,0.691165626,0.275550067,
+Saudi Arabia,2014,6.27837801,10.78330421,0.818419814,63,0.762251675,-0.075110652,,0.663331389,0.312949479,
+Saudi Arabia,2015,6.345491886,10.797966,0.819749713,63.20000076,0.820207238,-0.047372025,,0.667652607,0.327139378,
+Saudi Arabia,2016,6.473921299,10.79191017,0.889932334,63.40000153,0.774267733,-0.134877995,,0.72494626,0.266292661,
+Saudi Arabia,2017,6.294282436,10.76439667,0.840086281,63.59999847,0.814142168,-0.133675575,,0.702724814,0.305841893,
+Saudi Arabia,2018,6.356393337,10.77043629,0.867848396,63.79999924,0.85492152,-0.194803342,,0.695532978,0.288379908,
+Saudi Arabia,2019,6.561247349,10.75709724,0.911718428,64,0.891086578,-0.149374589,,0.673558295,0.237737328,
+Saudi Arabia,2020,6.559588432,10.69937611,0.890255928,64.19999695,0.884220123,-0.112916827,,0.701878786,0.251199067,
+Saudi Arabia,2021,6.44529438,10.70742989,0.859361112,64.40000153,0.902473032,-0.101232871,,0.728473246,0.228370279,
+Senegal,2006,4.417352676,7.919427395,0.760252059,55.5,0.735723555,-0.053258218,0.805329144,0.687083721,0.224989697,0.371702313
+Senegal,2007,4.679986954,7.920879364,0.718461037,55.79999924,0.698005259,-0.003298261,0.826684237,0.718160093,0.198741958,0.345917314
+Senegal,2008,4.683499813,7.930427551,0.756298721,56.09999847,0.61187619,-0.031241652,0.879247844,0.6688627,0.252161235,0.286527872
+Senegal,2009,4.335114002,7.930426598,0.810355306,56.40000153,0.556838155,-0.037648786,0.918035448,0.708374262,0.227579623,0.261134237
+Senegal,2010,4.372156143,7.936342239,0.76029408,56.70000076,0.777262628,-0.078549474,0.850534856,0.669947743,0.142737702,0.285449982
+Senegal,2011,3.834201574,7.921926975,0.602409363,57,0.6408903,-0.161634251,0.869893968,0.696441174,0.180026993,0.304639816
+Senegal,2012,3.668736935,7.933320522,0.711077392,57.29999924,0.668252289,-0.036015432,0.851879895,0.721606612,0.213602841,0.645107508
+Senegal,2013,3.647367001,7.929166794,0.822957873,57.59999847,0.635539532,-0.052006315,0.836612225,0.694229305,0.165078521,0.614916325
+Senegal,2014,4.394777298,7.961480141,0.855522096,57.90000153,0.692353189,-0.045198429,0.699660003,0.696372092,0.157226577,0.664995909
+Senegal,2015,4.61700058,7.99512291,0.70153451,58.20000076,0.719533265,-0.111043036,0.765490174,0.709879577,0.207667634,0.622598588
+Senegal,2016,4.59453392,8.028672218,0.838994384,58.5,0.743729651,-0.085561559,0.794353724,0.781317413,0.244851768,0.630876184
+Senegal,2017,4.683024883,8.072126389,0.743759334,58.79999924,0.686937034,-0.04353426,0.825241864,0.75147438,0.290836066,0.61072278
+Senegal,2018,4.769377232,8.104548454,0.739354789,59.09999847,0.629223466,-0.073555678,0.80477947,0.724179924,0.247074723,0.588927925
+Senegal,2019,5.488736629,8.120131493,0.687614083,59.40000153,0.758841753,-0.018155394,0.79567343,0.768190622,0.331925839,0.638033628
+Senegal,2020,4.756773472,8.107923508,0.620670676,59.70000076,0.797190309,-0.045522649,0.855092525,0.815910876,0.268333048,0.573285639
+Senegal,2021,4.902830601,8.127270699,0.645179272,60,0.758525133,0.034219597,0.82134825,0.812411606,0.264975786,0.454221755
+Serbia,2007,4.750383854,9.535772324,0.844413042,65.27999878,0.452781171,-0.166969717,0.904949665,0.527803481,0.334419727,0.342910528
+Serbia,2009,4.380311966,9.57135582,0.770126104,65.55999756,0.372881293,-0.179316059,0.960977912,0.465632796,0.435473621,
+Serbia,2010,4.461304188,9.582659721,0.725563347,65.69999695,0.462647259,-0.171907663,0.96547246,0.445710063,0.415409207,
+Serbia,2011,4.815186501,9.610713005,0.773210645,65.83999634,0.440458298,-0.186575055,0.976917386,0.458074152,0.410254955,
+Serbia,2012,5.154521942,9.608726501,0.819430411,65.98000336,0.460574687,-0.132129163,0.951667845,0.447128445,0.371236444,0.223251179
+Serbia,2013,5.101840496,9.642108917,0.828068733,66.12000275,0.532839715,-0.10163562,0.908122003,0.504834771,0.403452963,0.340113223
+Serbia,2014,5.112728596,9.630781174,0.782708704,66.26000214,0.531597257,0.070196509,0.911732435,0.473159254,0.326117814,0.447972029
+Serbia,2015,5.317685127,9.653628349,0.81625104,66.40000153,0.545892,-0.063881077,0.859358013,0.472240627,0.302544028,0.388694555
+Serbia,2016,5.752754688,9.691705704,0.894894958,66.52500153,0.614370823,-0.069701217,0.889765203,0.492267966,0.298126608,0.450123101
+Serbia,2017,5.122031212,9.717821121,0.883770406,66.65000153,0.684846342,-0.07936617,0.851457834,0.484643012,0.326407075,0.511197984
+Serbia,2018,5.936493397,9.767254829,0.852945328,66.77500153,0.739891827,-0.10154549,0.863723576,0.527079105,0.296295851,0.476144999
+Serbia,2019,6.241407394,9.815026283,0.903294265,66.90000153,0.752504587,-0.042076003,0.813141823,0.474295795,0.24213022,0.473505408
+Serbia,2020,6.041546345,9.810878754,0.852101862,67.02500153,0.843479872,0.146143466,0.824472487,0.579138815,0.357580274,0.524143338
+Serbia,2021,6.245267391,9.874162674,0.890106082,67.15000153,0.850367904,0.26693216,0.806221604,0.567632556,0.311130971,0.605454803
+Sierra Leone,2006,3.628185034,7.130937576,0.561355948,46.27999878,0.679001093,0.101825468,0.836166084,0.534737051,0.380654573,0.541411996
+Sierra Leone,2007,3.585127354,7.181292057,0.686470926,46.65999985,0.720373392,0.248906732,0.8304829,0.634748876,0.289841563,0.56187278
+Sierra Leone,2008,2.997251034,7.210117817,0.590737224,47.04000092,0.716396332,0.149183109,0.924901426,0.587814867,0.369601429,0.687578261
+Sierra Leone,2010,4.133955956,7.248628616,0.811872959,47.79999924,0.726268828,0.013091995,0.910440624,0.497324437,0.290469229,0.651547968
+Sierra Leone,2011,4.501643658,7.287119389,0.781580985,48.18000031,0.769738138,0.005620342,0.854646623,0.494734854,0.299527586,0.582602978
+Sierra Leone,2013,4.514291286,7.571926594,0.708426833,48.93999863,0.719510674,-0.070628822,0.855862677,0.54046613,0.422833472,0.56014502
+Sierra Leone,2014,4.499970436,7.594415665,0.868556499,49.31999969,0.681497633,0.034324843,0.786132097,0.621771038,0.334213495,0.587644756
+Sierra Leone,2015,4.908617973,7.341945171,0.610593736,49.70000076,0.624296129,0.051493235,0.824828029,0.625677109,0.414426446,0.652109861
+Sierra Leone,2016,4.732953072,7.379091263,0.656723499,50.5,0.681202114,0.107084759,0.863264859,0.61588484,0.456180692,0.70091027
+Sierra Leone,2017,4.089562416,7.398621559,0.652287126,51.29999924,0.710613549,0.080162175,0.848398328,0.606894493,0.495040029,0.73751694
+Sierra Leone,2018,4.305683136,7.411314487,0.649638355,52.09999847,0.716484487,0.096256502,0.855733216,0.533417523,0.466266662,0.779726207
+Sierra Leone,2019,3.447381496,7.441432476,0.610779762,52.90000153,0.717769563,0.075184681,0.873861432,0.521150649,0.438134462,0.817156315
+Sierra Leone,2021,3.714294434,7.421621799,0.609334111,54.5,0.659139514,0.108862124,0.851488411,0.537982225,0.448415697,0.753032207
+Singapore,2006,6.462702751,11.16925144,0.904328883,71.58000183,0.756873548,0.135214031,,0.688982964,0.266720772,0.905857503
+Singapore,2007,6.833754539,11.21397209,0.920632064,71.76000214,0.866892278,0.290219784,0.063614883,0.587673724,0.114406586,0.933893085
+Singapore,2008,6.641956806,11.17926693,0.845258594,71.94000244,0.660659015,0.042673536,0.065775275,0.62660408,0.256086707,0.908407509
+Singapore,2009,6.144676685,11.15031624,0.866255283,72.12000275,0.77638185,-0.077948511,0.035197988,0.450021595,0.20754829,0.973570824
+Singapore,2010,6.531401634,11.26822662,0.864162147,72.30000305,0.846184611,-0.021136507,0.060282066,0.527337015,0.131343439,0.904517174
+Singapore,2011,6.561041832,11.30882931,0.904473901,72.48000336,0.821816325,-0.151844785,0.098924451,0.403699249,0.143628925,0.825414777
+Singapore,2013,6.53320694,11.35899067,0.807910562,72.83999634,0.827102542,0.11173071,0.242398053,0.662853122,0.147687554,0.856165767
+Singapore,2014,7.062364578,11.38463116,0.822033048,73.01999664,0.834887624,0.150838047,0.132603154,0.774240196,0.180232763,0.843872547
+Singapore,2015,6.619524956,11.40221405,0.86643666,73.19999695,0.886890888,0.146411479,0.098943882,0.736193538,0.141585171,0.90855819
+Singapore,2016,6.033480644,11.42198849,0.925128222,73.30000305,0.903735638,0.139571056,0.047311153,0.745386899,0.110942468,0.930617273
+Singapore,2017,6.378437996,11.46531391,0.897349894,73.40000153,0.926127851,0.132078975,0.161790684,0.749874413,0.179324552,0.92699796
+Singapore,2018,6.374564171,11.49499416,0.902840674,73.5,0.91607821,-0.069427244,0.096562929,0.731057048,0.106870778,0.892469287
+Singapore,2019,6.378359795,11.49691391,0.924918354,73.59999847,0.938041747,0.023224151,0.069619603,0.674223006,0.138069153,0.925726056
+Singapore,2021,6.586717129,,0.876408994,73.80000305,0.878701091,,0.144935384,0.696990192,0.159802228,0.89762181
+Slovakia,2006,5.264676571,9.988945961,0.953579247,65.62000275,0.542479694,-0.049632166,0.945731282,0.585977197,0.307859093,0.163079232
+Slovakia,2010,6.052223206,10.14756012,0.919640005,66.5,0.635757685,-0.10162171,0.907136023,0.602989495,0.277206749,0.308679521
+Slovakia,2011,5.945048332,10.1723032,0.917293429,66.72000122,0.727163136,0.009746221,0.907132328,0.588251173,0.287409574,0.278723896
+Slovakia,2012,5.91105938,10.18409252,0.925751448,66.94000244,0.620004296,-0.028008478,0.906532168,0.584856808,0.302260816,0.368380159
+Slovakia,2013,5.936527252,10.18954372,0.909378529,67.16000366,0.597935796,-0.050859757,0.914539933,0.612062037,0.276509553,0.283493221
+Slovakia,2014,6.1388731,10.21545315,0.924242675,67.37999725,0.634791732,-0.125593156,0.913870215,0.618786454,0.266784608,0.310181499
+Slovakia,2015,6.162004471,10.26534462,0.94345367,67.59999847,0.587157667,-0.128121376,0.92754513,0.632166922,0.269246429,0.276530683
+Slovakia,2016,5.993163109,10.28318787,0.945179105,67.82499695,0.700098515,-0.060783517,0.916609168,0.688296258,0.232091576,0.372222155
+Slovakia,2017,6.365509033,10.31100178,0.913386643,68.05000305,0.714224696,-0.054639958,0.920422673,0.709385633,0.21272248,0.34168008
+Slovakia,2018,6.23511076,10.34685898,0.922378719,68.27500153,0.757634044,-0.167493463,0.909944654,0.669736266,0.253190041,0.327658623
+Slovakia,2019,6.243428707,10.37122631,0.933088303,68.5,0.771121562,-0.129276663,0.925846696,0.676153421,0.251806319,0.230972826
+Slovakia,2020,6.519098282,10.32580185,0.954159975,68.72499847,0.76189661,-0.076592401,0.900533676,0.694529951,0.274447888,0.307444513
+Slovakia,2021,6.418503761,10.35686398,0.951163888,68.94999695,0.74153322,0.048633955,0.895546556,0.69156754,0.241131321,0.215807587
+Slovenia,2006,5.811264515,10.39857197,0.936075211,68.55999756,0.935824215,0.040772613,0.707797885,0.608156204,0.307204872,0.477644771
+Slovenia,2009,5.830160618,10.40584469,0.918696642,69.04000092,0.895956635,-0.020819264,0.803634167,0.583327055,0.303117454,0.368030965
+Slovenia,2010,6.082555294,10.41483116,0.917203367,69.19999695,0.895522416,0.027355783,0.844790697,0.591895521,0.295366138,0.331916302
+Slovenia,2011,6.035964012,10.42133045,0.931166053,69.36000061,0.907440901,-0.027004661,0.893133819,0.587408543,0.285320938,0.181583047
+Slovenia,2012,6.062891006,10.39248085,0.924753785,69.51999664,0.904386282,-0.021534046,0.890754104,0.598477244,0.283989847,0.238065988
+Slovenia,2013,5.974888802,10.38077831,0.932119727,69.68000031,0.890059829,0.03384719,0.917839587,0.624565423,0.274269283,0.163433194
+Slovenia,2014,5.678395271,10.40709972,0.908347547,69.83999634,0.887747705,0.05046121,0.909118295,0.593501449,0.290812403,0.176851004
+Slovenia,2015,5.740642071,10.42820835,0.901163757,70,0.896007299,0.005918398,0.892197907,0.644497395,0.26141873,0.202604815
+Slovenia,2016,5.936821461,10.45889568,0.934487343,70.17500305,0.903551102,-0.05669811,0.838474393,0.597172439,0.271624178,0.249845102
+Slovenia,2017,6.166837692,10.50527477,0.928187847,70.34999847,0.920862675,-0.027021039,0.828794718,0.582310796,0.285601437,0.239779726
+Slovenia,2018,6.249419212,10.54492378,0.940971196,70.52500153,0.942045867,-0.12117143,0.839252532,0.601195991,0.27548486,0.239274636
+Slovenia,2019,6.665273666,10.56994915,0.949402273,70.69999695,0.945430517,-0.104521476,0.785441816,0.621658623,0.227838457,0.397150725
+Slovenia,2020,6.462076187,10.52112961,0.953437507,70.875,0.958442569,-0.086754218,0.796557486,0.574927151,0.313852519,0.45297423
+Slovenia,2021,6.761220932,10.57335091,0.955252588,71.05000305,0.851086736,0.030901229,0.754198194,0.642823279,0.261042506,0.339235812
+Somalia,2014,5.528272629,6.639940262,0.610835552,47.65999985,0.873878837,0.04011992,0.456470013,0.688916326,0.207215205,0.625451207
+Somalia,2015,5.353644848,6.741858006,0.599281073,48.09999847,0.967869282,0.035776213,0.410235763,0.763963759,0.186736152,0.778640568
+Somalia,2016,4.667941093,6.778198242,0.594416559,48.5,0.917322814,0.089551285,0.44080174,0.772739649,0.193282232,0.700681686
+Somaliland region,2009,4.991399765,,0.879566729,,0.746303976,,0.513371766,0.707873523,0.112012178,0.538494766
+Somaliland region,2010,4.657363415,,0.829004526,,0.820181906,,0.471094489,0.631947339,0.08342576,0.587192237
+Somaliland region,2011,4.930571556,,0.787961662,,0.858104467,,0.357340902,0.690513849,0.122244202,0.760763943
+Somaliland region,2012,5.057314396,,0.786291242,,0.758219004,,0.333831728,0.686731637,0.152428225,0.651241541
+South Africa,2006,5.083986759,9.475852013,0.913030207,46,0.648762882,-0.091509454,,0.724232376,0.222731337,0.602337182
+South Africa,2007,5.204454422,9.515153885,0.788307607,46.90000153,0.68998754,-0.165546909,0.858651042,0.658233047,0.210185051,0.659012496
+South Africa,2008,5.346306801,9.53322506,0.809542179,47.79999924,0.748846471,-0.103255332,0.865791023,0.712142289,0.206242844,0.461442381
+South Africa,2009,5.218430996,9.503808975,0.87735945,48.70000076,0.739409983,-0.161607936,0.904342353,0.655523777,0.230895981,0.522421479
+South Africa,2010,4.652428627,9.519201279,0.917056024,49.59999847,0.738905966,-0.209991843,0.79062891,0.698225856,0.123753376,0.593964458
+South Africa,2011,4.930511475,9.535149574,0.857703149,50.5,0.835448027,-0.161942363,0.819181919,0.720048368,0.230213523,0.627495944
+South Africa,2012,5.133887768,9.543016434,0.906595111,51.40000153,0.590144992,-0.170741677,0.838216782,0.71075809,0.178183243,0.425877452
+South Africa,2013,3.660727262,9.551523209,0.839424491,52.29999924,0.714169025,-0.084694207,0.799543023,0.740163863,0.166549087,0.510355353
+South Africa,2014,4.828456402,9.549724579,0.881152213,53.20000076,0.794030964,-0.124441184,0.820258021,0.729684711,0.24335815,0.487997681
+South Africa,2015,4.887325764,9.547533989,0.898096263,54.09999847,0.862449408,-0.134669632,0.85269475,0.716541946,0.160787657,0.5839957
+South Africa,2016,4.769739628,9.539438248,0.875389755,54.625,0.774136424,-0.077996776,0.812858999,0.742890537,0.301327765,0.483122289
+South Africa,2017,4.513655186,9.536782265,0.870313287,55.15000153,0.787427902,-0.136225283,0.864781916,0.708703458,0.268175244,0.423274219
+South Africa,2018,4.8839221,9.537911415,0.841343999,55.67499924,0.752731323,-0.058371451,0.841192603,0.73595494,0.282708496,0.5246858
+South Africa,2019,5.034863472,9.525877953,0.847719729,56.20000076,0.73833853,-0.14204447,0.819823623,0.727414131,0.268456221,0.495906323
+South Africa,2020,4.946800709,9.446662903,0.891050339,56.72499847,0.756946266,-0.024403915,0.912407219,0.76058358,0.294276476,0.517606676
+South Africa,2021,5.598653793,9.48507309,0.922238767,57.25,0.703564703,-0.142795756,0.891578615,0.78432101,0.172806978,0.508961499
+South Korea,2006,5.332177639,10.30863667,0.775498927,70.01999664,0.71524173,-0.054057602,0.798615158,0.545332074,0.33815217,0.226414487
+South Korea,2007,5.76727581,10.35996056,0.82671231,70.23999786,0.655827999,-0.06137022,0.80275315,0.611897051,0.226402089,0.239366353
+South Korea,2008,5.389624596,10.38205242,0.753609836,70.45999908,0.52367878,-0.104317494,0.770959556,0.553983271,0.239057273,0.273481339
+South Korea,2009,5.647689819,10.38480091,0.810902715,70.68000031,0.600165665,-0.098047711,0.787497342,0.595678627,0.208521008,0.270037323
+South Korea,2010,6.116024494,10.44565201,0.815516651,70.90000153,0.676652968,-0.03539725,0.751621127,0.626363039,0.130337119,0.324227005
+South Korea,2011,6.946599007,10.47415543,0.809104383,71.12000275,0.68235606,-0.050680101,0.827300906,0.587293863,0.167832613,0.283037215
+South Korea,2012,6.003286839,10.49263954,0.77539736,71.33999634,0.61839807,,0.843719423,0.610191762,0.206364661,0.230812564
+South Korea,2013,5.958809853,10.51924419,0.79669416,71.55999756,0.641884267,-0.05203807,0.831863225,0.588525295,0.188765511,0.34858638
+South Korea,2014,5.801325321,10.54448509,0.737754107,71.77999878,0.623193622,-0.04517201,0.834068358,0.575068653,0.282807708,0.284103513
+South Korea,2015,5.780211449,10.56691647,0.768350601,72,0.61584878,-0.037850779,0.840721607,0.560941756,0.244323716,0.264757395
+South Korea,2016,5.970564365,10.59199047,0.811163485,72.27500153,0.590956032,0.024075758,0.861816347,0.583131433,0.232732683,0.237081572
+South Korea,2017,5.873887062,10.6202879,0.806929946,72.55000305,0.538113713,0.012043351,0.850690424,0.545988142,0.234825626,0.358582199
+South Korea,2018,5.840231419,10.6441946,0.79772383,72.82499695,0.600161672,-0.091402687,0.796825886,0.578780234,0.217145726,0.389084011
+South Korea,2019,5.902816772,10.66440201,0.783160865,73.09999847,0.706032395,-0.057978813,0.71769613,0.593178034,0.235966519,0.376757592
+South Korea,2020,5.792695522,10.65446377,0.807952285,73.375,0.711480439,-0.108758755,0.664694011,0.549814105,0.247059658,0.448309243
+South Korea,2021,6.112745285,10.69212723,0.810740769,73.65000153,0.717086375,-0.029297361,0.685114563,0.566271067,0.22117126,0.433829188
+South Sudan,2014,3.831992388,,0.545118451,52.88000107,0.567259312,,0.741540551,0.578409851,0.428319663,0.446467072
+South Sudan,2015,4.070771217,,0.584781349,53,0.511631012,,0.709605932,0.552726328,0.449795097,0.509233654
+South Sudan,2016,2.888112307,,0.532151818,53.17499924,0.439919025,,0.785317779,0.593741238,0.549256921,0.456287563
+South Sudan,2017,2.816622496,,0.556822658,53.34999847,0.456011087,,0.761269629,0.564999282,0.517363787,0.461550504
+Spain,2005,7.152785778,10.54437733,0.961042881,70.40000153,0.916164696,,0.777272284,0.694322646,0.240642577,0.52784574
+Spain,2007,6.994614601,10.58458328,0.956858516,70.63999939,0.78208214,-0.095652223,0.783717752,0.717415452,0.263592541,0.47624892
+Spain,2008,7.294472694,10.5774622,0.9482705,70.76000214,0.83378607,-0.151789621,0.683210194,0.649402082,0.259690791,0.579760432
+Spain,2009,6.198601246,10.53024578,0.92945385,70.87999725,0.748514712,-0.129516065,0.797704637,0.645007908,0.335877061,0.424362034
+Spain,2010,6.188262463,10.52727032,0.949940383,71,0.796495557,-0.140172899,0.839746296,0.645088673,0.321819484,0.302731603
+Spain,2011,6.518249035,10.51554012,0.944443703,71.12000275,0.818650901,-0.123917468,0.845543444,0.666956425,0.356101543,0.308662713
+Spain,2012,6.290690422,10.48484993,0.937023342,71.23999786,0.754586101,-0.061566025,0.843593001,0.644379139,0.366474479,0.339146554
+Spain,2013,6.150027275,10.4736681,0.928640485,71.36000061,0.759356439,-0.103578195,0.915822566,0.662719071,0.371839374,0.184549659
+Spain,2014,6.456477642,10.49040222,0.947864413,71.48000336,0.738472342,-0.030305713,0.853887916,0.682676077,0.335460007,0.210619807
+Spain,2015,6.380663395,10.52881241,0.95647186,71.59999847,0.73200047,-0.074515283,0.821664929,0.704702199,0.284693688,0.277751327
+Spain,2016,6.318612099,10.55783081,0.941736817,71.72499847,0.768173754,-0.050294131,0.818558574,0.629933596,0.300829351,0.302516669
+Spain,2017,6.230173111,10.58478832,0.903158188,71.84999847,0.755560756,-0.03434835,0.791268766,0.601178527,0.302387655,0.269585967
+Spain,2018,6.513370991,10.60303783,0.910314679,71.97499847,0.7222507,-0.077235363,0.776504457,0.63557899,0.357190847,0.285195619
+Spain,2019,6.457449436,10.6165266,0.949013472,72.09999847,0.777966738,-0.050898876,0.73033762,0.636199594,0.31551832,0.367785871
+Spain,2020,6.502175331,10.497365,0.934934676,72.22499847,0.783256531,-0.123564944,0.729977489,0.671131015,0.316617101,0.381767094
+Spain,2021,6.469611168,10.53658772,0.926416755,72.34999847,0.781794965,-0.071897864,0.729346991,0.639074683,0.323980331,0.371703804
+Sri Lanka,2006,4.344610691,8.911855698,0.863598704,62.27999878,0.723847628,0.061602645,0.837784767,0.638567686,0.216329843,0.681650817
+Sri Lanka,2007,4.414805412,8.97022438,0.838327467,62.75999832,0.735852897,0.108997956,0.846718311,0.590271056,0.219856173,0.727976918
+Sri Lanka,2008,4.430846214,9.020895004,0.815702736,63.24000168,0.833835602,0.161686391,0.861397326,0.655605435,0.152587533,0.720333278
+Sri Lanka,2009,4.212026596,9.048714638,0.829611897,63.72000122,0.798871219,0.305119783,0.689926445,0.660928369,0.172400951,0.916601896
+Sri Lanka,2010,3.976905107,9.118977547,0.814367235,64.19999695,0.738208532,0.25754267,0.769477904,0.70351088,0.163471773,0.807552159
+Sri Lanka,2011,4.180569172,9.192952156,0.841938436,64.68000031,0.82263726,0.143791214,0.760300696,0.73049593,0.174926728,0.855967104
+Sri Lanka,2012,4.224593163,9.279156685,0.824357271,65.16000366,0.800397217,0.159445927,0.822879076,0.761135697,0.196870834,0.777017355
+Sri Lanka,2013,4.364694118,9.304747581,0.809175253,65.63999939,0.834020317,0.267049938,0.842013538,0.775873661,0.20812951,0.750018179
+Sri Lanka,2014,4.267932892,9.343831062,0.804798007,66.12000275,0.867936432,0.297838211,0.790626824,0.784851849,0.186895683,0.772360444
+Sri Lanka,2015,4.611606598,9.383496284,0.862500072,66.59999847,0.902074754,0.317904472,0.859470963,0.789435446,0.234751269,0.739669859
+Sri Lanka,2017,4.330945492,9.440189362,0.822770596,66.80000305,0.827077389,0.092482321,0.844210029,0.728681266,0.269727528,0.517589927
+Sri Lanka,2018,4.435023785,9.461901665,0.832882166,66.90000153,0.858873606,0.104748286,0.855907619,0.773361444,0.301813632,0.582941115
+Sri Lanka,2019,4.213299274,9.478084564,0.814939141,67,0.824277341,0.0498989,0.863342285,0.753170788,0.314542711,0.569042027
+Sri Lanka,2020,4.778489113,9.436434746,0.842499971,67.09999847,0.803484857,-0.043379724,0.768454254,0.758137345,0.285134345,0.752756536
+Sri Lanka,2021,4.10344696,9.463738441,0.812373936,67.19999695,0.771430016,-0.006883008,0.848541498,0.733172596,0.311583638,0.504923344
+Sudan,2009,4.454917431,8.027606964,0.911406994,57.45999908,0.70997864,0.082407355,0.701229393,0.687828958,0.244927168,
+Sudan,2010,4.435159683,8.035787582,0.854824424,57.70000076,0.648155332,-0.037130903,0.736897171,0.589273751,0.220789164,
+Sudan,2011,4.314456463,8.125538826,0.817785621,57.93999863,0.582538784,-0.018643878,0.662519455,0.53210187,0.248500824,
+Sudan,2012,4.550499439,8.238992691,0.812500715,58.18000031,0.411947906,-0.051728006,0.733679295,0.510919631,0.242373869,
+Sudan,2014,4.138672829,8.324702263,0.81061554,58.65999985,0.3900958,-0.064188711,0.793785036,0.461327523,0.302724987,
+Suriname,2012,6.269286633,9.904502869,0.797262073,62.84000015,0.885488451,-0.086571254,0.751282871,0.730167687,0.250364989,0.72176528
+Sweden,2005,7.376315594,10.72415447,0.951469898,71,0.964395404,,,0.742479682,0.150766104,0.440848559
+Sweden,2007,7.241362572,10.79050159,0.916559398,71.08000183,0.90996182,0.144874275,0.289332151,0.735470712,0.177412212,0.562064052
+Sweden,2008,7.51599741,10.77819538,0.923092127,71.12000275,0.911609292,0.123773865,0.313961208,0.762800634,0.134403035,0.517427444
+Sweden,2009,7.265977383,10.72530842,0.902532995,71.16000366,0.864004612,0.219105303,0.292112172,0.761239767,0.151362836,0.590337634
+Sweden,2010,7.496018887,10.77460003,0.97024262,71.19999695,0.904699981,0.139915511,0.253086656,0.788177967,0.20011203,0.602851212
+Sweden,2011,7.382232189,10.79850197,0.920521259,71.23999786,0.941115439,0.159968853,0.268513024,0.761534154,0.179151982,0.638707519
+Sweden,2012,7.560147762,10.78520393,0.929397464,71.27999878,0.944382191,0.130443409,0.253543109,0.795511067,0.170226127,0.626497209
+Sweden,2013,7.434010506,10.78853893,0.915648043,71.31999969,0.935910523,0.157398179,0.324481547,0.781510413,0.184420303,0.579855025
+Sweden,2014,7.239147663,10.80484772,0.932719827,71.36000061,0.945273399,0.2002168,0.250389993,0.793269098,0.207688317,0.563272059
+Sweden,2015,7.28892231,10.83818722,0.929459989,71.40000153,0.935072064,0.20964767,0.231964141,0.766197622,0.190991774,0.49930203
+Sweden,2016,7.368744373,10.84611702,0.912060678,71.52500153,0.918036401,0.144198462,0.246182442,0.752162457,0.200606912,0.485791326
+Sweden,2017,7.286804676,10.85799789,0.914016783,71.65000153,0.934582114,0.168727219,0.239366919,0.756171644,0.175066829,0.559461951
+Sweden,2018,7.374792099,10.86569405,0.93067956,71.77500153,0.941724658,0.07513386,0.262796581,0.746743917,0.160755426,0.49439624
+Sweden,2019,7.398092747,10.87522411,0.93364507,71.90000153,0.941515207,0.088857219,0.250087917,0.774585247,0.201999709,0.513281763
+Sweden,2020,7.314341068,10.83807182,0.93558234,72.02500153,0.951181591,0.088199414,0.203440145,0.717195928,0.22193329,0.671078622
+Sweden,2021,7.439280033,10.8734293,0.931819558,72.15000153,0.953379214,0.176988468,0.191473097,0.762894452,0.190008253,0.6335361
+Switzerland,2006,7.473252773,11.06172371,0.951352119,71.16000366,0.91895771,0.286796153,0.407931417,0.742093623,0.211929336,0.631593525
+Switzerland,2009,7.524520874,11.07293224,0.938339293,71.33999634,0.891277194,0.12092869,0.342427015,0.740781784,0.201584592,0.577988505
+Switzerland,2012,7.776208878,11.10405922,0.94686389,71.51999664,0.945428014,0.133984193,0.323240787,0.792705119,0.176007092,0.769940197
+Switzerland,2014,7.492803574,11.1225853,0.958796322,71.63999939,0.949401438,0.055493027,0.283089578,0.78793323,0.188794166,0.75163132
+Switzerland,2015,7.572136879,11.12764454,0.93833375,71.69999695,0.927802444,0.104061969,0.209533513,0.794053614,0.165759072,0.787730038
+Switzerland,2016,7.458519936,11.13696957,0.927628279,71.90000153,0.933947086,0.083346017,0.301562965,0.758317292,0.206316724,0.798536718
+Switzerland,2017,7.473593235,11.14336205,0.949661374,72.09999847,0.924996912,0.174821004,0.316183478,0.733584106,0.195871487,0.819706738
+Switzerland,2018,7.508586884,11.16474724,0.930290997,72.30000305,0.926414549,0.095868193,0.301259965,0.755630374,0.191520154,0.84997946
+Switzerland,2019,7.69422102,11.16965103,0.948512852,72.5,0.913166702,0.030927902,0.293700755,0.742527902,0.170761779,0.80661273
+Switzerland,2020,7.508435249,11.13827229,0.946316481,72.69999695,0.917343259,-0.070486151,0.280367136,0.730246305,0.19322899,0.846330702
+Switzerland,2021,7.327672482,11.16012573,0.934393048,72.90000153,0.907875359,0.026588805,0.286672562,0.74678129,0.182606846,0.837848067
+Syria,2008,5.32333231,8.657538414,0.712369621,68.62000275,0.66075325,0.120647706,0.680203855,0.562246561,0.338427007,
+Syria,2009,4.978970528,8.656476021,0.842402101,66.86000061,0.74825877,0.080905892,0.687760472,0.490969032,0.292455465,
+Syria,2010,4.464707851,8.732948303,0.934231639,65.09999847,0.647047997,0.006974627,0.743093967,0.489091724,0.224643707,
+Syria,2011,4.037889481,8.735453606,0.575722337,63.34000015,0.530432761,0.129438937,0.740585506,0.521413982,0.495505452,
+Syria,2012,3.164491177,8.577606201,0.588395178,61.58000183,0.466770619,0.314429253,0.672964215,0.451004714,0.704589665,
+Syria,2013,2.687552929,8.418934822,0.585450053,59.81999969,0.45488289,0.22351329,0.663430989,0.353619248,0.622229934,
+Syria,2015,3.46191287,8.492067337,0.463912874,56.29999924,0.448270857,0.040822163,0.685236931,0.363018543,0.642588735,
+Taiwan Province of China,2006,6.189050198,10.60169029,0.882246196,68.68000031,0.629909635,-0.031388704,0.845849812,0.6825158,0.094316125,0.277935207
+Taiwan Province of China,2008,5.547682285,10.60038757,0.83000499,69.13999939,0.641715348,-0.018701382,0.784831822,0.682018161,0.169156894,0.41673243
+Taiwan Province of China,2010,6.228530884,10.68094063,0.831412911,69.59999847,0.676587284,0.002988747,0.821364701,0.738164246,0.135867342,0.433026195
+Taiwan Province of China,2011,6.308915138,10.6934166,0.862520754,,0.761488199,0.033636007,0.754584312,0.727105975,0.112288088,0.472066849
+Taiwan Province of China,2012,6.125916958,10.7178812,0.825072408,,0.698195159,0.0191098,0.802829146,0.701637328,0.140010804,0.33514151
+Taiwan Province of China,2013,6.340344429,10.72353172,0.816992879,,0.690070868,0.000911776,0.841231883,0.754478216,0.124444835,0.264499396
+Taiwan Province of China,2014,6.36349678,10.74941063,0.870011866,,0.692899764,0.092918329,0.865740597,0.767370105,0.108366139,0.270723104
+Taiwan Province of China,2015,6.450088024,10.77875996,0.885388851,,0.700810492,0.020642994,0.857194841,0.750357687,0.129348695,0.270259619
+Taiwan Province of China,2016,6.512850761,10.76804733,0.894989252,,0.718925178,-0.045144886,0.810521007,0.742680013,0.108305417,0.404713333
+Taiwan Province of China,2017,6.359450817,10.77406597,0.891119123,,0.75965476,-0.066123173,0.742780089,0.715303183,0.114123158,0.322822392
+Taiwan Province of China,2018,6.467004776,10.78080177,0.896458745,,0.741032779,-0.175206393,0.735970736,0.745919168,0.092695646,0.311722934
+Taiwan Province of China,2019,6.537089825,10.7974596,0.893430591,,0.814484477,-0.127218142,0.71811235,0.76209718,0.093412384,0.431494951
+Taiwan Province of China,2020,6.751067638,,0.900832534,,0.798834741,,0.710567415,0.74316889,0.082736954,0.579726934
+Taiwan Province of China,2021,6.246744156,,0.866297543,,0.818467379,,0.675438643,0.667416632,0.122979514,0.437147856
+Tajikistan,2006,4.613099098,7.610441685,0.723840773,60.5,0.701759934,-0.092042044,0.768155158,0.49406299,0.194670647,0.803951442
+Tajikistan,2007,4.431608677,7.665516376,0.726655126,60.59999847,0.818355024,-0.003220361,0.658519804,0.619465351,0.133113757,0.861269474
+Tajikistan,2008,5.063986778,7.720915318,0.700900733,60.70000076,0.815954745,0.013926424,0.723376989,0.487898767,0.16043596,0.879889667
+Tajikistan,2009,4.575174809,7.73792696,0.67565304,60.79999924,0.743786514,-0.003029752,0.791703999,0.474870116,0.203190178,0.834126532
+Tajikistan,2010,4.380636215,7.77905798,0.759163022,60.90000153,0.78449589,0.058086708,0.678527772,0.482640594,0.191733032,0.909929097
+Tajikistan,2011,4.262671471,7.828100681,0.750738382,61,0.776179969,-0.12265639,0.67219919,0.573455215,0.165632233,0.890875399
+Tajikistan,2012,4.496571541,7.877645493,0.728590906,61.09999847,0.749034524,-0.076575212,0.717097759,0.583021522,0.19819133,0.921518028
+Tajikistan,2013,4.966521263,7.925821304,0.700642824,61.20000076,0.693119764,0.059513111,0.76423651,0.578209102,0.169620931,0.892602265
+Tajikistan,2014,4.896157742,7.967002869,0.809826255,61.29999924,0.852732241,-0.00237989,0.698430777,0.586818874,0.196153805,0.830833197
+Tajikistan,2015,5.124210835,8.001185417,0.843932509,61.40000153,0.84654212,0.018107265,0.741689622,0.633298099,0.195661336,0.874170899
+Tajikistan,2016,5.103721142,8.043423653,0.856656969,61.54999924,0.703026891,0.005658198,0.631887853,0.587447524,0.219799668,0.844887733
+Tajikistan,2017,5.829234123,8.087311745,0.662693322,61.70000076,0.832002461,0.120571047,0.71833688,0.580617487,0.277725339,0.92979306
+Tajikistan,2018,5.497468948,8.136027336,0.875243485,61.84999847,,-0.06876877,0.577945948,0.63173908,0.219793811,
+Tajikistan,2019,5.464015484,8.183512688,0.87982291,62,,-0.048814412,0.490029365,0.663062751,0.178497195,
+Tajikistan,2020,5.373398781,8.204555511,0.789744556,62.15000153,,-0.0494681,0.549786448,0.651893914,0.344161272,
+Tajikistan,2021,5.286824226,8.250254631,0.882888913,62.29999924,,-0.064693846,0.498924732,0.655013323,0.240199998,
+Tanzania,2006,3.922484159,7.485085964,0.782916188,50.75999832,0.786858559,-0.02668719,0.649104774,0.725443363,0.20923847,0.810298979
+Tanzania,2007,4.317949772,7.522392273,0.707851589,51.41999817,0.715832293,-0.012348179,0.706752419,0.702123582,0.219852954,0.724731684
+Tanzania,2008,4.384741783,7.549336433,0.77436012,52.08000183,0.562211752,0.256295413,0.930031776,0.739763379,0.178047031,0.51525718
+Tanzania,2009,3.407507896,7.572009563,0.836828411,52.74000168,0.606549144,0.308808595,0.902627051,0.733148217,0.160527438,0.680313766
+Tanzania,2010,3.229129076,7.604382038,0.812531769,53.40000153,0.597121656,0.139381424,0.866263866,0.666602314,0.146118715,0.640798569
+Tanzania,2011,4.073562145,7.648871422,0.882530153,54.06000137,0.73603034,-0.045770295,0.81637615,0.719679892,0.145141155,0.564787149
+Tanzania,2012,4.006897449,7.66318655,0.832056403,54.72000122,0.577453315,0.213656202,0.886997938,0.641209841,0.195307106,0.414645106
+Tanzania,2013,3.852394819,7.698914051,0.803418577,55.38000107,0.654182136,0.054775681,0.859005868,0.707001388,0.19128789,0.518418312
+Tanzania,2014,3.483278513,7.734104633,0.789081037,56.04000092,0.654125094,0.110772185,0.877885878,0.693071842,0.241430685,0.645994246
+Tanzania,2015,3.660597324,7.763930321,0.79026258,56.70000076,0.758684695,0.148971558,0.906422615,0.606502652,0.191747963,0.68432039
+Tanzania,2016,2.90273428,7.800424099,0.63775593,57.15000153,0.77548492,0.179018885,0.739247262,0.649170816,0.245985955,0.899560869
+Tanzania,2017,3.347121239,7.836213112,0.705010295,57.59999847,0.800495505,0.115722209,0.653606057,0.662317872,0.255335689,0.913339019
+Tanzania,2018,3.445023298,7.859490871,0.6753304,58.04999924,0.807142138,0.153373837,0.611534059,0.701750636,0.221005499,0.914648473
+Tanzania,2019,3.640154839,7.886239529,0.687267542,58.5,0.850132525,0.100552306,0.589293599,0.679453611,0.243097946,0.91315937
+Tanzania,2020,3.785684109,7.876765728,0.739817083,58.95000076,0.830343485,0.295764565,0.520631671,0.667273879,0.271117926,0.905542135
+Tanzania,2021,3.68056798,7.889876366,0.618984401,59.40000153,0.821772814,0.113013744,0.546387076,0.648245037,0.246362492,0.89139092
+Thailand,2006,5.88543272,9.460155487,0.894326627,66.37999725,0.863195002,0.330216438,0.934745491,0.749904871,0.164122775,0.498704374
+Thailand,2007,5.783891201,9.507482529,0.888634205,66.55999756,0.870159268,0.389657587,0.897752762,0.783649325,0.180010006,0.479080051
+Thailand,2008,5.636471272,9.519333839,0.831711292,66.73999786,0.867833734,0.424182832,0.933372617,0.777418733,0.145058736,0.406274229
+Thailand,2009,5.475645065,9.507368088,0.89324528,66.91999817,0.868223727,0.523619711,0.903822482,0.8082816,0.166086391,0.511181891
+Thailand,2010,6.216702938,9.57491684,0.897651255,67.09999847,0.859636426,0.534634352,0.916693389,0.821447611,0.181523174,0.683404207
+Thailand,2011,6.663609028,9.578482628,0.884350836,67.27999878,0.92688185,0.398804367,0.923195601,0.834183812,0.116675928,0.539867997
+Thailand,2012,6.300235271,9.643714905,0.906098127,67.45999908,0.846932828,0.378443688,0.908612072,0.732703328,0.137503058,0.702815235
+Thailand,2013,6.231024742,9.665697098,0.926377833,67.63999939,0.781081975,0.454790682,0.925430059,0.781871855,0.140830517,0.506152332
+Thailand,2014,6.985463619,9.671185493,0.933167398,67.81999969,0.899846315,0.551079869,0.919834435,0.768266082,0.16873844,0.720304966
+Thailand,2015,6.201762676,9.698023796,0.866324544,68,0.884916544,0.314481497,0.913651109,0.883586407,0.174081355,0.657713354
+Thailand,2016,6.07363987,9.728068352,0.907543659,68.07499695,0.924145699,0.354220152,0.877978384,0.810856104,0.217879668,0.645925045
+Thailand,2017,5.938895226,9.765543938,0.877268732,68.15000153,0.922896802,0.210880578,0.883816779,0.775898397,0.231597617,0.605078816
+Thailand,2018,6.011561871,9.803431511,0.873052418,68.22499847,0.90482825,0.257171512,0.906596005,0.782850683,0.198190212,0.605364442
+Thailand,2019,6.02215147,9.823007584,0.903051019,68.30000305,0.898244619,0.307212681,0.87703979,0.791796386,0.208183601,0.467234045
+Thailand,2020,5.884544373,9.757576942,0.866702616,68.375,0.840463281,0.272294849,0.918340027,0.770296693,0.326168567,0.333083987
+Thailand,2021,5.638096809,9.765044212,0.882821918,68.44999695,0.835590303,0.293198258,0.943129361,0.71892941,0.297737539,0.239433169
+Togo,2006,3.202429295,7.360736847,0.435413569,50.24000168,0.628228486,-0.026084414,0.849971652,0.570732355,0.348204553,0.319889128
+Togo,2008,2.807855129,7.334606171,0.291333675,51.11999893,0.286814392,-0.074143589,0.931986213,0.397701234,0.378714591,0.170060903
+Togo,2011,2.936220884,7.428842068,0.302955091,52.43999863,0.584088326,-0.089425087,0.832003653,0.47878173,0.395362616,0.512031615
+Togo,2014,2.83895874,7.530094624,0.444339007,53.75999832,0.663193226,-0.104406811,0.79534179,0.536514223,0.442813188,0.47710976
+Togo,2015,3.768301964,7.560324669,0.478593409,54.20000076,0.771577239,-0.088407077,0.733261764,0.59704268,0.415780723,0.500700116
+Togo,2016,3.878578424,7.589238644,0.509440958,54.70000076,0.730286777,-0.026688157,0.815044165,0.610478222,0.482885897,0.485859901
+Togo,2017,4.360805035,7.607004166,0.507805228,55.20000076,0.716694415,-0.061941013,0.725519598,0.614387572,0.425824255,0.48495236
+Togo,2018,4.022894859,7.631108761,0.596353889,55.70000076,0.611966252,-0.026699353,0.808537722,0.601868391,0.446454376,0.323221207
+Togo,2019,4.179493904,7.660067081,0.53870219,56.20000076,0.617419779,0.044817887,0.736675024,0.606394589,0.443869889,0.424144924
+Togo,2021,4.036543846,7.679789543,0.603399694,57.20000076,0.618520677,0.041643929,0.765818477,0.627953172,0.417280585,0.547805727
+Trinidad and Tobago,2006,5.832188606,10.22275448,0.886789143,61.77999878,0.840088725,0.139477655,0.917428493,0.75001967,0.229044273,0.313278943
+Trinidad and Tobago,2008,6.696444035,10.29346371,0.858300388,62.54000092,0.838140428,0.084594443,0.958828151,0.802126884,0.183789805,0.287057579
+Trinidad and Tobago,2011,6.518745899,10.26189995,0.862838507,63.68000031,0.775391877,0.075551368,0.899956524,0.826687574,0.134090632,0.520987928
+Trinidad and Tobago,2013,6.167706966,10.28353214,0.883180499,64.44000244,0.846941471,0.125737727,0.947674036,0.763941884,0.285929441,0.383484423
+Trinidad and Tobago,2017,6.191859722,10.17894363,0.916029036,65.69999695,0.859140456,0.013150532,0.911336362,0.763025999,0.248098806,0.272540897
+Tunisia,2009,5.025470257,9.262184143,,66.22000122,0.781496286,-0.124317981,0.722210646,,,
+Tunisia,2010,5.130520821,9.286338806,0.863187671,66.30000305,0.623592854,-0.140940055,0.732379258,0.696831405,0.248912811,0.903174698
+Tunisia,2011,4.87648201,9.259581566,0.714891434,66.37999725,0.603123665,-0.204654694,0.912656903,0.513189495,0.248196974,0.472290635
+Tunisia,2012,4.463531017,9.288228989,0.614422798,66.45999908,0.567737222,-0.182123661,0.899453163,0.490396291,0.326999813,0.435219467
+Tunisia,2013,5.245604992,9.299713135,0.647967458,66.54000092,0.536287725,-0.212311119,0.886026919,0.434686065,0.23915638,0.320763677
+Tunisia,2014,4.763594627,9.316404343,0.680260599,66.62000275,0.588934243,-0.237159252,0.783134162,0.423616856,0.320770472,0.391600043
+Tunisia,2015,5.131611824,9.315857887,0.60947001,66.69999695,0.711373389,-0.231125236,0.814824998,0.513881803,0.319542259,0.480274767
+Tunisia,2016,4.521453381,9.315940857,0.701822102,66.75,0.614438355,-0.170014217,0.810745656,0.531927884,0.378108263,0.347431242
+Tunisia,2017,4.124342918,9.32674408,0.717381597,66.80000305,0.477956653,-0.223903403,0.868826747,0.366641402,0.377196848,0.250827312
+Tunisia,2018,4.741132259,9.340084076,0.732953548,66.84999847,0.649680078,-0.19626759,0.84011662,0.535870433,0.365014285,0.349490464
+Tunisia,2019,4.315479755,9.342869759,0.609589279,66.90000153,0.659331739,-0.214329869,0.88890475,0.458863199,0.433413476,0.286565632
+Tunisia,2020,4.730811119,9.236014366,0.719013214,66.94999695,0.667758107,-0.203303069,0.877354085,0.519344747,0.438774347,0.29391408
+Tunisia,2021,4.49948597,9.254252434,0.711321533,67,0.591229916,-0.201641768,0.932745636,0.451362312,0.335503727,0.317189902
+Turkey,2005,4.718733788,9.812011719,0.819936395,66.09999847,0.623114944,,0.876998603,0.478679717,,0.595773637
+Turkey,2007,5.623471737,9.903971672,0.792272806,66.41999817,0.459311515,-0.180076018,0.799733341,0.592484176,0.395127177,0.557877839
+Turkey,2008,5.118231773,9.90013504,0.644873619,66.58000183,0.415497869,-0.190620467,0.785390556,0.510493875,0.345338136,0.597622991
+Turkey,2009,5.212841511,9.837963104,0.754645526,66.73999786,0.455817074,-0.228776559,0.852887154,0.454365164,0.316301852,
+Turkey,2010,5.490347385,9.904870033,0.794905484,66.90000153,0.514920354,-0.188875675,0.810895741,0.53223002,0.327065974,0.545994282
+Turkey,2011,5.271944046,9.995715141,0.691901684,67.05999756,0.445606649,-0.243694663,0.648596227,0.512297988,0.379784316,0.596201837
+Turkey,2012,5.309076309,10.02617741,0.739280581,67.22000122,0.470903218,-0.217455015,0.701850235,0.506105602,0.334832817,0.53099966
+Turkey,2013,4.888177395,10.0906992,0.795451164,67.37999725,0.540723383,-0.231246844,0.698064804,0.551321387,0.391873837,0.538311779
+Turkey,2014,5.579794407,10.12188911,0.863288283,67.54000092,0.649196088,-0.025484888,0.764013529,0.409512967,0.377324939,0.556478322
+Turkey,2015,5.514465332,10.16425991,0.851224601,67.69999695,0.653196752,-0.018104551,0.806076229,0.390979111,0.382290989,0.48608464
+Turkey,2016,5.326221943,10.18055058,0.879994631,67.875,0.64414674,-0.066953763,0.763706565,0.413586646,0.389962941,0.583728254
+Turkey,2017,5.607262135,10.23687744,0.876467824,68.05000305,0.644434214,-0.239201561,0.670910537,0.39316678,0.312846124,0.586161256
+Turkey,2018,5.185689449,10.25126839,0.847027302,68.22499847,0.528629065,-0.177682102,0.804878533,0.37929222,0.350773096,0.513677061
+Turkey,2019,4.87207365,10.24697971,0.791656196,68.40000153,0.631083786,-0.137710899,0.760442197,0.34748134,0.368088663,0.561260879
+Turkey,2020,4.861554146,10.25391388,0.856730223,68.57499695,0.510385871,-0.115433984,0.774417162,0.331563056,0.440387309,0.553262174
+Turkey,2021,4.366639614,10.3303709,0.736194909,68.75,0.44652763,-0.033108227,0.810165942,0.297092021,0.470578879,0.426014364
+Turkmenistan,2009,6.567713261,8.989171028,0.923845649,59.77999878,,-0.102556907,,0.695308208,0.151583612,
+Turkmenistan,2011,5.791754723,9.181697845,0.964418709,60.41999817,,0.017343871,,0.576615632,0.122067995,
+Turkmenistan,2012,5.463827133,9.268986702,0.945841253,60.74000168,0.78556335,-0.12394692,,0.540799439,0.1168807,
+Turkmenistan,2013,5.391762733,9.347593307,0.845733166,61.06000137,0.704529464,-0.072656967,,0.551942766,0.159606159,
+Turkmenistan,2014,5.787379265,9.427173615,0.908927441,61.38000107,0.804678082,0.030687394,,0.613807082,0.153949738,
+Turkmenistan,2015,5.791460037,9.472207069,0.960158467,61.70000076,0.701358378,0.091449514,,0.633318007,0.301038891,
+Turkmenistan,2016,5.887051582,9.515066147,0.929032266,61.79999924,0.7485044,0.003258455,,0.55969739,0.255499244,
+Turkmenistan,2017,5.229148865,9.561350822,0.908454895,61.90000153,0.720399201,0.064631522,,0.487965137,0.349627674,
+Turkmenistan,2018,4.620601654,9.605442047,0.984488964,62,0.857774079,0.258207917,,0.567175508,0.189024538,
+Turkmenistan,2019,5.474299908,9.651070595,0.981501758,62.09999847,0.891526878,0.283395261,,0.49389109,0.183343247,
+Uganda,2006,3.733583927,7.377268314,0.760255516,48.74000168,0.746722817,-0.040931955,0.80658859,0.55203253,0.254417956,0.582253158
+Uganda,2007,4.45583868,7.426523209,0.844879091,49.58000183,0.707960546,-0.00076893,0.880528808,0.670486212,0.227878153,0.579155207
+Uganda,2008,4.568619251,7.478466034,0.812828124,50.41999817,0.577933729,-0.054819308,0.848458529,0.623278558,0.239572912,0.495678872
+Uganda,2009,4.611985683,7.512592793,0.852087021,51.25999832,0.760231495,-0.037424661,0.840422809,0.594162881,0.296115577,0.479615837
+Uganda,2010,4.192882061,7.535571098,0.830155492,52.09999847,0.800667286,-0.014716002,0.854991913,0.627986968,0.251241982,0.662705898
+Uganda,2011,4.826001167,7.593511105,0.881751359,52.93999863,0.732973993,0.031412538,0.830123901,0.618214846,0.25448221,0.52145654
+Uganda,2012,4.309237957,7.599359989,0.884721696,53.77999878,0.649463236,0.081028603,0.837545872,0.708792746,0.265322387,0.396223307
+Uganda,2013,3.709578753,7.602262974,0.878275216,54.61999893,0.76302135,0.052618086,0.820480824,0.646537483,0.34635675,0.577862203
+Uganda,2014,3.769919157,7.61853838,0.821205795,55.45999908,0.834174395,0.009159208,0.897995412,0.634924591,0.396719784,0.57691586
+Uganda,2015,4.237686634,7.634138584,0.746633112,56.29999924,0.757835329,0.134926781,0.872740388,0.678660333,0.352847546,0.604114532
+Uganda,2016,4.233261108,7.644271851,0.753540218,56.77500153,0.739409745,0.131622881,0.811069787,0.664561212,0.410066664,0.671565831
+Uganda,2017,4.000516891,7.637548923,0.739956141,57.25,0.772344112,0.060091436,0.81577003,0.688604355,0.400025725,0.655109107
+Uganda,2018,4.321714878,7.661429405,0.739841044,57.72499847,0.728512764,0.079168208,0.856106222,0.686664224,0.390319228,0.50385344
+Uganda,2019,4.948051453,7.688409328,0.805487394,58.20000076,0.704376638,0.139115021,0.825612605,0.689078808,0.385220796,0.558205307
+Uganda,2020,4.640909672,7.684798241,0.800461173,58.67499924,0.687482119,0.147443846,0.877587259,0.705435634,0.424706668,0.48086071
+Uganda,2021,4.224533558,7.685560226,0.793349564,59.15000153,0.710621119,0.088556364,0.835011721,0.699308991,0.358832955,0.558759928
+Ukraine,2006,4.803954124,9.380307198,0.852453351,60.91999817,0.623814106,-0.258348167,0.929431498,0.551184297,0.249234051,0.15470925
+Ukraine,2007,5.25218153,9.459465981,0.820094347,61.24000168,0.493922472,-0.241989061,0.967939556,0.558919847,0.207651809,0.078787297
+Ukraine,2008,5.172380447,9.487659454,0.860013783,61.56000137,0.486626983,-0.266052991,0.929175198,0.544517279,0.185805932,0.159723967
+Ukraine,2009,5.1656394,9.332415581,0.845293224,61.88000107,0.460348487,-0.242595628,0.962244451,0.544606388,0.189013854,0.086690761
+Ukraine,2010,5.057561398,9.374014854,0.883555114,62.20000076,0.483833194,-0.189893872,0.953752279,0.472101361,0.227200434,0.263286889
+Ukraine,2011,5.083132744,9.430825233,0.859458685,62.52000046,0.57866931,-0.228899032,0.932535291,0.538531721,0.21964775,0.236262515
+Ukraine,2012,5.030342102,9.435678482,0.897573471,62.84000015,0.563649774,-0.224404335,0.896237016,0.508998454,0.192819074,0.236936122
+Ukraine,2013,4.710802555,9.437688828,0.896510422,63.15999985,0.568715692,-0.217579514,0.937324286,0.571862519,0.224595502,0.189184397
+Ukraine,2014,4.297329903,9.42617321,0.876760185,63.47999954,0.533267498,0.082546845,0.926788926,0.542552173,0.248560056,0.242528632
+Ukraine,2015,3.964542866,9.326973915,0.909439743,63.79999924,0.43059203,-0.034591272,0.952472746,0.531036317,0.241075858,0.084303714
+Ukraine,2016,4.028690338,9.35310936,0.884961367,63.92499924,0.5025419,0.009298615,0.891075134,0.549968243,0.219624251,0.125653401
+Ukraine,2017,4.311067104,9.381864548,0.858324885,64.05000305,0.598875523,-0.003518478,0.936764002,0.528048277,0.234763831,0.11093653
+Ukraine,2018,4.661909103,9.42043972,0.900936723,64.17500305,0.663055062,-0.075647846,0.942960739,0.550485551,0.221851483,0.079710059
+Ukraine,2019,4.701762199,9.45788765,0.88272649,64.30000305,0.715311766,-0.082320653,0.885004938,0.548534453,0.201131731,0.374282002
+Ukraine,2020,5.269675732,9.423596382,0.884686291,64.42500305,0.784273446,0.1253694,0.945668995,0.628791153,0.284736186,0.230166271
+Ukraine,2021,5.311355114,9.462496758,0.879308522,64.55000305,0.769904315,0.170837387,0.922350943,0.574909985,0.25038904,0.213765517
+United Arab Emirates,2006,6.734221935,11.36704254,0.903410435,64.86000061,0.89755702,-0.035607766,0.203358769,0.693962455,0.275255412,
+United Arab Emirates,2009,6.866062641,10.97463608,0.885089338,65.04000092,0.848821878,0.016304919,0.338876456,0.718198836,0.287074417,
+United Arab Emirates,2010,7.097455502,10.91366577,0.911762357,65.09999847,0.877750754,0.054068744,0.355115891,0.70074904,0.23301357,
+United Arab Emirates,2011,7.118701458,10.9352932,0.881368935,65.16000366,0.889463484,0.068592265,,0.701554298,0.215870038,
+United Arab Emirates,2012,7.217766762,10.95761395,0.855876803,65.22000122,0.919792593,,,0.719470143,0.223985344,
+United Arab Emirates,2013,6.620951176,11.00076771,0.863715768,65.27999878,0.93597883,,,,0.29111284,
+United Arab Emirates,2014,6.539854527,11.04215622,,65.33999634,,,,,,
+United Arab Emirates,2015,6.568397522,11.0862484,0.824136674,65.40000153,0.915036201,0.198217675,,0.722089231,0.295732975,
+United Arab Emirates,2016,6.83095026,11.10512066,0.849379838,65.55000305,0.949119508,0.128201544,,0.739080667,0.244667903,
+United Arab Emirates,2017,7.039419651,11.11518478,0.83552736,65.69999695,0.962016642,0.212975577,,0.737348914,0.207598448,
+United Arab Emirates,2018,6.603743553,11.11197376,0.851041317,65.84999847,0.943664372,0.051108081,,0.722823083,0.302041829,
+United Arab Emirates,2019,6.710782528,11.13113308,0.861533284,66,0.911419511,0.124636106,,0.730051637,0.283763289,
+United Arab Emirates,2020,6.458392143,11.05563164,0.826755583,66.15000153,0.9421615,0.057012815,,0.70239532,0.298480302,
+United Arab Emirates,2021,6.733067513,11.07025528,0.826060593,66.30000305,0.95132792,0.158868521,,0.696669996,0.217109919,
+United Kingdom,2005,6.983556747,10.66410446,0.978839755,69.09999847,0.922354519,,0.398456872,0.779467702,0.261732221,0.494749576
+United Kingdom,2007,6.801930904,10.69692135,0.969869673,69.22000122,0.83833164,0.333944201,0.498093426,0.686200142,0.241052061,0.363637656
+United Kingdom,2008,6.986463547,10.68665123,0.953838587,69.27999878,0.759144187,0.328796566,0.547769129,0.723952413,0.218296558,0.324165732
+United Kingdom,2009,6.90654707,10.63568592,0.964428782,69.33999634,0.816228807,0.339177281,0.558927298,0.739177883,0.231028661,0.384066552
+United Kingdom,2010,7.029364109,10.64893723,0.955068171,69.40000153,0.841306746,0.4007532,0.586813152,0.753458798,0.176342949,0.50351125
+United Kingdom,2011,6.869248867,10.65559196,0.94871068,69.45999908,0.899774432,0.333674401,0.437595308,0.742470384,0.173908412,0.467890024
+United Kingdom,2012,6.880784035,10.6632309,0.934574962,69.51999664,0.888970494,0.368919432,0.425169915,0.738626719,0.184244528,0.421262175
+United Kingdom,2013,6.918055058,10.67525673,0.936884105,69.58000183,0.905278027,0.344083041,0.568043172,0.71891278,0.252095789,0.379231632
+United Kingdom,2014,6.758147717,10.69736576,0.910247326,69.63999939,0.85703969,0.352245212,0.484118432,0.740233481,0.251140326,0.422672093
+United Kingdom,2015,6.515445232,10.71533012,0.935985744,69.69999695,0.832926095,0.297409564,0.456133723,0.739562273,0.219261855,0.456811696
+United Kingdom,2016,6.8242836,10.73013306,0.954068184,69.80000305,0.821192145,0.247357115,0.458313286,0.732421219,0.22958678,0.40863207
+United Kingdom,2017,7.103273392,10.74445915,0.937495291,69.90000153,0.812733293,0.28810212,0.418611348,0.712404668,0.20957242,0.440120846
+United Kingdom,2018,7.233445168,10.75477505,0.928483903,70,0.83750838,0.222921923,0.404276013,0.736233234,0.228275612,0.420859873
+United Kingdom,2019,7.157151222,10.76571465,0.942681074,70.09999847,0.85403955,0.267002612,0.485092282,0.738786042,0.251014441,0.340828866
+United Kingdom,2020,6.798177242,10.65809631,0.929353237,70.19999695,0.884624004,0.197765857,0.490203947,0.717481315,0.224655122,0.346972853
+United Kingdom,2021,6.866961956,10.71970272,0.854029596,70.30000305,0.815077186,0.254903495,0.447526574,0.683882475,0.265625894,0.394753993
+United States,2006,7.18179369,10.92176342,0.964571774,66.77999878,0.911496103,,0.600308657,0.774832726,0.260510951,0.558028817
+United States,2007,7.512687683,10.93084049,,66.76000214,0.871903777,0.194548056,0.633035123,0.755915344,0.231679291,0.393245459
+United States,2008,7.280385971,10.92001534,0.952587247,66.73999786,0.877956271,0.252166301,0.668495476,0.774229228,0.226823047,0.379220605
+United States,2009,7.158032417,10.88555431,0.911793768,66.72000122,0.830683827,0.198148772,0.665393829,0.75276643,0.2616615,0.503047287
+United States,2010,7.16361618,10.90257263,0.926158726,66.69999695,0.828044355,0.241412714,0.689582586,0.776060641,0.231052637,0.418275833
+United States,2011,7.115138531,10.91069412,0.921705008,66.68000031,0.863202393,0.158172861,0.696925759,0.736950576,0.273378521,0.382531583
+United States,2012,7.026226997,10.92560387,0.903192282,66.66000366,0.822662294,0.212177798,0.71003443,0.76451987,0.259643853,0.348855615
+United States,2013,7.249285221,10.93692875,0.92539686,66.63999939,0.79225564,0.271387607,0.746894062,0.776115954,0.260328352,0.288647503
+United States,2014,7.151114464,10.95454121,0.902097046,66.62000275,0.866076887,0.218748942,0.702267468,0.785790622,0.281265348,0.348671198
+United States,2015,6.863946915,10.9774704,0.903571069,66.59999847,0.848753452,0.2167162,0.697542608,0.768670917,0.274687767,0.346936464
+United States,2016,6.803599834,10.98719311,0.896751285,66.47499847,0.757893085,0.141199946,0.738919556,0.736573935,0.264203817,0.297205657
+United States,2017,6.9917593,11.00392532,0.921002865,66.34999847,0.868496716,0.194373697,0.681191266,0.754558206,0.268269062,0.386535019
+United States,2018,6.882684708,11.02818584,0.903856039,66.22499847,0.824606657,0.113105349,0.709928274,0.757445514,0.292226255,0.3138161
+United States,2019,6.943701267,11.04501343,0.916691124,66.09999847,0.836139023,0.141378984,0.706715524,0.755090654,0.243833661,0.362774432
+United States,2020,7.028088093,11.00440502,0.937369823,65.97499847,0.850447297,0.031072685,0.678124607,0.721989095,0.295499027,0.464917094
+United States,2021,6.959087849,11.05517292,0.920008719,65.84999847,0.815734804,0.192203477,0.686591566,0.739682019,0.277191907,0.404625207
+Uruguay,2006,5.785868168,9.628303528,0.911876857,66.77999878,0.806579232,-0.120117672,0.476627111,0.701122224,0.306158066,0.652353764
+Uruguay,2007,5.693945885,9.689760208,0.874576509,66.86000061,0.786248624,-0.172633171,0.614029229,0.709920585,0.273572266,0.610193133
+Uruguay,2008,5.663869858,9.75652504,0.879113853,66.94000244,0.807930231,-0.150573879,0.596766949,0.684607685,0.26400578,0.590951741
+Uruguay,2009,6.296222687,9.795257568,0.923861444,67.01999664,0.82504946,-0.126018703,0.543947875,0.722020388,0.254544437,0.655707836
+Uruguay,2010,6.062010765,9.867535591,0.893039763,67.09999847,0.832241356,-0.165847778,0.47137624,0.738478601,0.231179178,0.728630126
+Uruguay,2011,6.554047108,9.914999962,0.891282439,67.18000031,0.851441562,-0.087857969,0.556286037,0.702420473,0.252250046,0.631276906
+Uruguay,2012,6.449728489,9.946791649,0.864693701,67.26000214,0.870590031,0.05923273,0.615349591,0.691910923,0.214202747,0.584287286
+Uruguay,2013,6.444464684,9.989032745,0.917279661,67.33999634,0.888278008,-0.051038645,0.585632265,0.742915869,0.253228515,0.524399817
+Uruguay,2014,6.561443806,10.01766586,0.901897848,67.41999817,0.904332876,-0.080716275,0.53349489,0.788126111,0.251498908,0.595346212
+Uruguay,2015,6.628080368,10.01796913,0.891493499,67.5,0.916879654,-0.040205676,0.673475683,0.811901748,0.299538106,0.550558805
+Uruguay,2016,6.171485424,10.03117752,0.900380909,67.5,0.886371911,-0.079895355,0.676212788,0.734732747,0.283180267,0.423132598
+Uruguay,2017,6.336009979,10.04367828,0.91380167,67.5,0.897851646,-0.09868212,0.626581967,0.742276073,0.280323356,0.413032115
+Uruguay,2018,6.371714592,10.04477406,0.917315602,67.5,0.876210928,-0.10364034,0.682916045,0.774895191,0.274945587,0.361706048
+Uruguay,2019,6.600337029,10.04467201,0.933470964,67.5,0.902678788,-0.101878576,0.599399626,0.763834417,0.221730188,0.551632583
+Uruguay,2020,6.309681416,9.980838776,0.921070337,67.5,0.907761931,-0.088905007,0.491007835,0.720520616,0.264692068,0.665177822
+Uruguay,2021,6.501700401,10.01091671,0.913873136,67.5,0.8987239,-0.047106676,0.60564214,0.746208131,0.26320982,0.485830873
+Uzbekistan,2006,5.232322216,8.255723,0.903066933,61.34000015,0.784301162,-0.120172709,0.608808279,0.650082767,0.195057839,0.891237795
+Uzbekistan,2008,5.311368465,8.402387619,0.894025862,61.81999969,0.831268847,-0.027914839,,0.647092998,0.186682403,
+Uzbekistan,2009,5.26072073,8.462946892,0.904677987,62.06000137,,0.008255917,0.610257804,0.646040261,0.158656552,
+Uzbekistan,2010,5.095342159,8.507943153,0.903226435,62.29999924,,-0.035007056,0.51872021,0.664852977,0.151882708,
+Uzbekistan,2011,5.738744259,8.553657532,0.924071252,62.54000092,0.934132695,0.037294738,0.52186209,0.662584543,0.122773238,
+Uzbekistan,2012,6.019331932,8.607551575,0.933141291,62.77999878,0.913550138,-0.042036925,0.463375092,0.650409043,0.118176885,
+Uzbekistan,2013,5.939986229,8.662359238,0.962780654,63.02000046,0.949539959,-0.038563233,0.433931798,0.686188698,0.130197287,
+Uzbekistan,2014,6.049212456,8.711969376,0.952406049,63.25999832,0.954481184,0.056969784,0.536461055,0.712928891,0.106158175,
+Uzbekistan,2015,5.972364426,8.764227867,0.968225241,63.5,0.979937136,0.370411873,0.470916927,0.778201997,0.103493795,0.973944485
+Uzbekistan,2016,5.892539024,8.804467201,0.945102155,63.79999924,0.983803034,0.204008073,,0.77125746,0.146897659,0.978045106
+Uzbekistan,2017,6.421447754,8.830646515,0.942131102,64.09999847,0.985177755,0.118360005,0.464641601,0.745110095,0.202737495,0.964690447
+Uzbekistan,2018,6.205460072,8.865442276,0.920821011,64.40000153,0.969897985,0.313450247,0.520360112,0.746031344,0.208660305,0.969356358
+Uzbekistan,2019,6.154049397,8.90220356,0.915275931,64.69999695,0.970294535,0.300029099,0.511196852,0.751279771,0.219745517,0.960944533
+Uzbekistan,2020,5.841929913,8.89998436,0.849564791,65,0.928216279,0.19511342,0.642043591,0.67792666,0.278508723,0.89849627
+Uzbekistan,2021,6.18530798,8.941695213,0.895503759,65.30000305,0.927415252,0.188774511,0.661561668,0.698459327,0.232672125,0.912673354
+Venezuela,2005,7.169620991,9.316228867,0.955278456,65.5,0.838198006,,0.719800055,0.802928805,0.23301369,0.491368443
+Venezuela,2006,6.525146008,9.467176437,0.946309865,65.45999908,0.798280835,-0.032924365,0.646170914,0.836671948,0.178482935,0.630931258
+Venezuela,2008,6.257771492,9.719097137,0.922433853,65.37999725,0.678400517,-0.227873832,0.776102602,0.818030298,0.224190742,0.53069824
+Venezuela,2009,7.188803196,9.567276001,0.944540977,65.33999634,0.676885664,-0.119559236,0.827593684,0.792498291,0.180226415,0.487303972
+Venezuela,2010,7.47845459,9.747844696,0.931575835,65.30000305,0.768256962,-0.158701017,0.754268944,0.847399771,0.129685894,0.588830411
+Venezuela,2011,6.579789162,9.858507156,0.930619895,65.26000214,0.766335011,-0.230652496,0.77153933,0.823433876,0.19866626,0.518393934
+Venezuela,2012,7.066577435,9.862484932,0.931629658,65.22000122,0.80410856,-0.19701995,0.743374348,0.843570352,0.176307857,0.539273024
+Venezuela,2013,6.552796364,9.801931381,0.896301091,65.18000031,0.64196521,-0.225880206,0.837299705,0.812144101,0.237609103,0.388055533
+Venezuela,2014,6.136096478,9.365731239,0.903955817,65.13999939,0.569961905,-0.186411068,0.826534986,0.796721876,0.243603572,0.202779502
+Venezuela,2015,5.568800449,8.532186508,0.911086857,65.09999847,0.512159348,-0.083916448,0.813096821,0.837068617,0.222635239,0.212657243
+Venezuela,2016,4.041114807,7.602412224,0.901949286,64.92500305,0.457601577,-0.054016482,0.890124679,0.675662339,0.391754121,0.164021522
+Venezuela,2017,5.070750713,5.943209171,0.895879328,64.75,0.635505021,0.056620695,0.843969226,0.697486162,0.362984866,0.241123602
+Venezuela,2018,5.005663395,5.935121536,0.886882067,64.57499695,0.610855222,0.074499331,0.827560008,0.723259926,0.373657614,0.260699689
+Venezuela,2019,5.080803394,5.526723385,0.88767153,64.40000153,0.62552619,0.130596474,0.839340389,0.729552984,0.35095045,0.260136247
+Venezuela,2020,4.573829651,,0.80522424,64.22499847,0.611814618,,0.811319113,0.689349473,0.396250457,0.251202166
+Venezuela,2021,5.107553005,,0.812418044,64.05000305,0.595620394,,0.823898435,0.697586775,0.389350802,0.175912097
+Vietnam,2006,5.293659687,8.33497715,0.887664497,64.18000031,0.885792136,0.014315588,,0.65748477,0.203979179,0.860485971
+Vietnam,2007,5.421687603,8.394412041,0.856022894,64.26000214,0.917835951,0.088890143,0.753933966,,0.205932111,0.906147838
+Vietnam,2008,5.480425358,8.439886093,0.804560363,64.33999634,0.888624668,0.200217381,0.789237559,0.623606741,0.217537612,0.866248786
+Vietnam,2009,5.304264545,8.482665062,0.815026462,64.41999817,0.834133863,-0.062267762,0.837869763,0.480906844,0.189930111,0.863494039
+Vietnam,2010,5.295780659,8.534917831,0.786611378,64.5,0.831494451,-0.006215793,0.74263674,0.670660913,0.215798423,0.850196421
+Vietnam,2011,5.767344475,8.585229874,0.897655129,64.58000183,0.818404377,0.104498833,0.742161632,0.493658513,0.192669109,0.772131264
+Vietnam,2012,5.53456974,8.625956535,0.775008678,64.66000366,0.856053472,-0.110822625,0.814884901,0.546053529,0.221355975,0.856453717
+Vietnam,2013,5.022698879,8.668226242,0.75947696,64.73999786,0.91960746,-0.027623711,0.771245837,0.688877702,0.165225267,0.811746299
+Vietnam,2014,5.084923267,8.7158041,0.792168498,64.81999969,,-0.000576789,,0.633852303,0.240606785,
+Vietnam,2015,5.076315403,8.770013809,0.848676682,64.90000153,,0.0848395,,0.583119392,0.232416138,
+Vietnam,2016,5.062267303,8.819928169,0.876323581,65,0.894351125,-0.090526499,0.799240172,0.487257183,0.222550198,
+Vietnam,2017,5.175278664,8.875628471,,65.09999847,,,,,,
+Vietnam,2018,5.295547009,8.934052467,0.83194524,65.19999695,0.909259796,-0.041581027,0.808422983,0.614404261,0.191061363,
+Vietnam,2019,5.467451096,8.992330551,0.847592115,65.30000305,0.95246917,-0.126406267,0.787889242,0.657785714,0.18561019,
+Vietnam,2020,5.462341785,9.011929512,0.764509618,65.40000153,0.944707036,0.085264973,0.791133821,0.699164987,0.286374211,
+Vietnam,2021,5.540249825,9.028701782,0.799493909,65.5,0.896800399,0.126362011,0.797787547,0.650598168,0.28043741,
+Yemen,2007,4.477132797,8.211858749,0.824968934,58.72000122,0.672685325,0.011023121,,0.523651838,0.378784448,0.46513769
+Yemen,2009,4.809258938,8.250217438,0.756429732,58.63999939,0.644228697,-0.050462946,0.832427204,0.510788321,0.374159932,0.552199423
+Yemen,2010,4.35031271,8.413556099,0.726612389,58.59999847,0.659283996,-0.101825811,0.853403211,0.513613045,0.308332771,0.520392537
+Yemen,2011,3.746255636,8.263951302,0.662679553,58.56000137,0.638210595,-0.16851303,0.753882468,0.415944576,0.284862578,0.38704443
+Yemen,2012,4.060600758,8.179214478,0.681678295,58.52000046,0.705815315,-0.166788504,0.793232739,0.412569791,0.262816578,0.598434687
+Yemen,2013,4.217678547,8.166424751,0.693905294,58.47999954,0.542547464,-0.173718959,0.885196507,0.47832936,0.265685052,0.387677372
+Yemen,2014,3.967957973,8.159071922,0.638252258,58.43999863,0.66390872,-0.160432801,0.885429204,0.526576996,0.275673747,0.344929039
+Yemen,2015,2.982673883,7.772318363,0.668683469,58.40000153,0.609980762,-0.133033633,0.829097569,0.458002269,0.321357071,0.263296992
+Yemen,2016,3.825630903,7.552322388,0.775407016,58.17499924,0.532964051,-0.138727307,,0.401007384,0.227924526,0.267581195
+Yemen,2017,3.253560066,7.243477345,0.789555013,57.95000076,0.595190763,-0.122039713,,0.368106306,0.295063585,0.247786984
+Yemen,2018,3.057513952,7.443574429,0.789421916,57.72499847,0.55272609,-0.121567316,0.792586863,0.409409612,0.31486994,0.308151186
+Yemen,2019,4.196912766,7.447972775,0.870042801,57.5,0.651308239,-0.10086716,0.798228264,0.481123149,0.213043228,
+Zambia,2006,4.824454784,7.817306519,0.797664523,46.75999832,0.720971525,-0.005772137,0.78528136,0.663519204,0.226278365,0.526590049
+Zambia,2007,3.998293161,7.870823383,0.687989235,47.41999817,0.682005048,-0.066798382,0.947914422,0.65270865,0.245637134,0.404140472
+Zambia,2008,4.730263233,7.918424129,0.624418199,48.08000183,0.716993749,0.055834536,0.89029932,0.706577241,0.205723315,0.557461917
+Zambia,2009,5.260360718,7.978487492,0.781925559,48.74000168,0.696183026,-0.095903173,0.916553378,0.693196416,0.122658856,0.413417637
+Zambia,2011,4.99911356,8.071308136,0.864022553,50.06000137,0.662850082,0.002790123,0.882149816,0.770685017,0.204069972,0.397612721
+Zambia,2012,5.013374805,8.113507271,0.780022562,50.72000122,0.787760317,0.007609949,0.806394398,0.675891519,0.250368446,0.594113767
+Zambia,2013,5.243995667,8.131443024,0.761311531,51.38000107,0.769912362,-0.104486786,0.732267559,0.726740301,0.307959944,0.552761495
+Zambia,2014,4.345837116,8.146140099,0.706222713,52.04000092,0.811824918,-0.010815023,0.80884099,0.638975799,0.327383965,0.606338799
+Zambia,2015,4.843164444,8.144259453,0.691483498,52.70000076,0.758653641,-0.038898699,0.871019542,0.634061992,0.381731302,0.631103098
+Zambia,2016,4.347543716,8.15130043,0.76704663,53.125,0.811574519,0.122263119,0.770643592,0.687513888,0.372240722,0.696891546
+Zambia,2017,3.932777405,8.156229973,0.74375391,53.54999924,0.823168576,0.140231386,0.739540637,0.660320103,0.387188882,0.717004061
+Zambia,2018,4.041488171,8.16665554,0.717720389,53.97499847,0.79062593,0.048020069,0.810731292,0.662484407,0.350962847,0.606715262
+Zambia,2019,3.306796551,8.152035713,0.637894392,54.40000153,0.811039805,0.077560678,0.831956029,0.673511207,0.394385278,0.589811146
+Zambia,2020,4.837992191,8.094932556,0.766871631,54.82500076,0.750422418,0.057540625,0.809749782,0.679042757,0.344525933,0.589309394
+Zambia,2021,3.082154989,8.087629318,0.619071007,55.25,0.832573771,0.142836854,0.824030817,0.655689895,0.348551363,0.697677791
+Zimbabwe,2006,3.826268435,7.936916351,0.821655512,40.40000153,0.431110412,-0.092398919,0.904756904,0.66866225,0.297146589,0.317073196
+Zimbabwe,2007,3.280246735,7.891471386,0.828113437,41.59999847,0.455957234,-0.098051108,0.946287155,0.588695168,0.264988512,0.225751966
+Zimbabwe,2008,3.174263716,7.687012672,0.843474507,42.79999924,0.343556046,-0.105448671,0.963846326,0.570537865,0.250060171,0.181593537
+Zimbabwe,2009,4.055914402,7.788678646,0.805780947,44,0.411089182,-0.093554139,0.930817783,0.660172701,0.218418732,0.285287261
+Zimbabwe,2010,4.681569576,7.954751015,0.856637836,45.20000076,0.664718211,-0.108831823,0.828360796,0.699366033,0.122149915,0.47120136
+Zimbabwe,2011,4.845641613,8.072114944,0.864693522,46.40000153,0.632977962,-0.104004815,0.829800427,0.699490964,0.210543975,0.425926328
+Zimbabwe,2012,4.955100536,8.209274292,0.896476209,47.59999847,0.469531178,-0.118763082,0.8586905,0.613298178,0.17731078,0.407083839
+Zimbabwe,2013,4.690187931,8.211196899,0.799273849,48.79999924,0.575884283,-0.120360069,0.830936551,0.623596251,0.182287797,0.527755439
+Zimbabwe,2014,4.184450626,8.217141151,0.765838981,50,0.642033815,-0.090144828,0.820217133,0.66130662,0.239110738,0.56620872
+Zimbabwe,2015,3.70319128,8.218146324,0.735800326,51.20000076,0.667193294,-0.139436543,0.810457349,0.639001906,0.178861097,0.590012372
+Zimbabwe,2016,3.7354002,8.210183144,0.768425405,51.67499924,0.732971489,-0.11089325,0.72361201,0.685255527,0.208554924,0.699344039
+Zimbabwe,2017,3.63830018,8.24160862,0.754147053,52.15000153,0.752826095,-0.113937005,0.751208007,0.733641446,0.224051341,0.682646692
+Zimbabwe,2018,3.616479874,8.274620056,0.775388479,52.625,0.762674868,-0.084747218,0.844208658,0.657523572,0.211725846,0.550507784
+Zimbabwe,2019,2.693523169,8.196997643,0.759162307,53.09999847,0.631907582,-0.08153984,0.830651879,0.658433676,0.235354334,0.456455022
+Zimbabwe,2020,3.159802198,8.117733002,0.717242658,53.57500076,0.643302977,-0.029376142,0.78852278,0.660658062,0.345736384,0.57730186
+Zimbabwe,2021,3.154578209,8.153247833,0.685150504,54.04999924,0.667636156,-0.109439008,0.756945193,0.609917223,0.241681874,0.665703177