diff --git a/delta.py b/delta.py index 5fe72539..9b68d09d 100644 --- a/delta.py +++ b/delta.py @@ -61,6 +61,7 @@ from APAAL_criminalite_education import criminalite_education from ADHD_Movies import movies from ab_wg_apb_parcoursup import apb_parcoursup +from pdlr_mg_bonheur import bonheur as pdlr_mg_bonheur #@profile def init(): @@ -121,6 +122,7 @@ def init(): crim_edu = criminalite_education.Criminalite_Education(app) mvs = movies.MoviesStats(app) apb = apb_parcoursup.APB_PARCOURSUP(app) + bnh = pdlr_mg_bonheur.Bonheur(app) # external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css'] @@ -188,6 +190,7 @@ def init(): dcc.Link(html.Button("Criminalité et Education", style={"width": "100%"}), href="/criminalite-education"), dcc.Link(html.Button('Rentabilité des films', style={'width':"100%"}), href='/ADHD_Movies'), dcc.Link( html.Button("APB / Parcoursup", style={"width": "100%"}), href="/ab-wg_apb-parcoursup",), + dcc.Link(html.Button('Bonheur', style={'width':"100%"}), href="/pdlr_mg_bonheur"), html.Br(), html.Br(), html.Br(), @@ -254,7 +257,7 @@ def display_page(pathname): return inc.main_layout elif pathname == '/pollution': return pol.main_layout - return dec.main_layout + return dec.main_layout elif pathname == '/cancer': return cncr.main_layout elif pathname == '/music': @@ -335,6 +338,8 @@ def display_page(pathname): return mvs.main_layout elif pathname == "/ab-wg_apb-parcoursup": return apb.main_layout + elif pathname == '/pdlr_mg_bonheur': + return bnh.main_layout else: return home_page return app diff --git a/pdlr_mg_bonheur/assets/style.css b/pdlr_mg_bonheur/assets/style.css new file mode 100644 index 00000000..4f2cfc15 --- /dev/null +++ b/pdlr_mg_bonheur/assets/style.css @@ -0,0 +1,415 @@ +/* Table of contents +ââââââââââââââââââââââââââââââââââââââââââââââââââ +- Plotly.js +- Grid +- Base Styles +- Typography +- Links +- Buttons +- Forms +- Lists +- Code +- Tables +- Spacing +- Utilities +- Clearing +- Media Queries +*/ + +/* PLotly.js +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +/* plotly.js's modebar's z-index is 1001 by default + * https://github.com/plotly/plotly.js/blob/7e4d8ab164258f6bd48be56589dacd9bdd7fded2/src/css/_modebar.scss#L5 + * In case a dropdown is above the graph, the dropdown's options + * will be rendered below the modebar + * Increase the select option's z-index + */ + +/* This was actually not quite right - + dropdowns were overlapping each other (edited October 26) + +.Select { + z-index: 1002; +}*/ + + +/* Grid +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +.container { + position: relative; + width: 100%; + max-width: 960px; + margin: 0 auto; + padding: 0 20px; + box-sizing: border-box; } +.column, +.columns { + width: 100%; + float: left; + box-sizing: border-box; } + +/* For devices larger than 400px */ +@media (min-width: 400px) { + .container { + width: 85%; + padding: 0; } +} + +/* For devices larger than 550px */ +@media (min-width: 550px) { + .container { + width: 80%; } + .column, + .columns { + margin-left: 4%; } + .column:first-child, + .columns:first-child { + margin-left: 0; } + + .one.column, + .one.columns { width: 4.66666666667%; } + .two.columns { width: 13.3333333333%; } + .three.columns { width: 22%; } + .four.columns { width: 30.6666666667%; } + .five.columns { width: 39.3333333333%; } + .six.columns { width: 48%; } + .seven.columns { width: 56.6666666667%; } + .eight.columns { width: 65.3333333333%; } + .nine.columns { width: 74.0%; } + .ten.columns { width: 82.6666666667%; } + .eleven.columns { width: 91.3333333333%; } + .twelve.columns { width: 100%; margin-left: 0; } + + .one-third.column { width: 30.6666666667%; } + .two-thirds.column { width: 65.3333333333%; } + + .one-half.column { width: 48%; } + + /* Offsets */ + .offset-by-one.column, + .offset-by-one.columns { margin-left: 8.66666666667%; } + .offset-by-two.column, + .offset-by-two.columns { margin-left: 17.3333333333%; } + .offset-by-three.column, + .offset-by-three.columns { margin-left: 26%; } + .offset-by-four.column, + .offset-by-four.columns { margin-left: 34.6666666667%; } + .offset-by-five.column, + .offset-by-five.columns { margin-left: 43.3333333333%; } + .offset-by-six.column, + .offset-by-six.columns { margin-left: 52%; } + .offset-by-seven.column, + .offset-by-seven.columns { margin-left: 60.6666666667%; } + .offset-by-eight.column, + .offset-by-eight.columns { margin-left: 69.3333333333%; } + .offset-by-nine.column, + .offset-by-nine.columns { margin-left: 78.0%; } + .offset-by-ten.column, + .offset-by-ten.columns { margin-left: 86.6666666667%; } + .offset-by-eleven.column, + .offset-by-eleven.columns { margin-left: 95.3333333333%; } + + .offset-by-one-third.column, + .offset-by-one-third.columns { margin-left: 34.6666666667%; } + .offset-by-two-thirds.column, + .offset-by-two-thirds.columns { margin-left: 69.3333333333%; } + + .offset-by-one-half.column, + .offset-by-one-half.columns { margin-left: 52%; } + +} + + +/* Base Styles +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +/* NOTE +html is set to 62.5% so that all the REM measurements throughout Skeleton +are based on 10px sizing. So basically 1.5rem = 15px :) */ +html { + font-size: 62.5%; } +body { + font-size: 1.5em; /* currently ems cause chrome bug misinterpreting rems on body element */ + line-height: 1.6; + font-weight: 400; + font-family: "Open Sans", "HelveticaNeue", "Helvetica Neue", Helvetica, Arial, sans-serif; + color: rgb(50, 50, 50); } + + +/* Typography +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +h1, h2, h3, h4, h5, h6 { + margin-top: 0; + margin-bottom: 0; + font-weight: 300; } +h1 { font-size: 4.5rem; line-height: 1.2; letter-spacing: -.1rem; margin-bottom: 2rem; } +h2 { font-size: 3.6rem; line-height: 1.25; letter-spacing: -.1rem; margin-bottom: 1.8rem; margin-top: 1.8rem;} +h3 { font-size: 3.0rem; line-height: 1.3; letter-spacing: -.1rem; margin-bottom: 1.5rem; margin-top: 1.5rem;} +h4 { font-size: 2.6rem; line-height: 1.35; letter-spacing: -.08rem; margin-bottom: 1.2rem; margin-top: 1.2rem;} +h5 { font-size: 2.2rem; line-height: 1.5; letter-spacing: -.05rem; margin-bottom: 0.6rem; margin-top: 0.6rem;} +h6 { font-size: 2.0rem; line-height: 1.6; letter-spacing: 0; margin-bottom: 0.75rem; margin-top: 0.75rem;} + +p { + margin-top: 0; } + + +/* Blockquotes +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +blockquote { + border-left: 4px lightgrey solid; + padding-left: 1rem; + margin-top: 2rem; + margin-bottom: 2rem; + margin-left: 0rem; +} + + +/* Links +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +a { + color: #1EAEDB; + text-decoration: underline; + cursor: pointer;} +a:hover { + color: #0FA0CE; } + + +/* Buttons +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +.button, +button, +input[type="submit"], +input[type="reset"], +input[type="button"] { + display: inline-block; + height: 38px; + padding: 0 30px; + color: #555; + text-align: center; + font-size: 11px; + font-weight: 600; + line-height: 38px; + letter-spacing: .1rem; + text-transform: uppercase; + text-decoration: none; + white-space: nowrap; + background-color: transparent; + border-radius: 4px; + border: 1px solid #bbb; + cursor: pointer; + box-sizing: border-box; } +.button:hover, +button:hover, +input[type="submit"]:hover, +input[type="reset"]:hover, +input[type="button"]:hover, +.button:focus, +button:focus, +input[type="submit"]:focus, +input[type="reset"]:focus, +input[type="button"]:focus { + color: #333; + border-color: #888; + outline: 0; } +.button.button-primary, +button.button-primary, +input[type="submit"].button-primary, +input[type="reset"].button-primary, +input[type="button"].button-primary { + color: #FFF; + background-color: #33C3F0; + border-color: #33C3F0; } +.button.button-primary:hover, +button.button-primary:hover, +input[type="submit"].button-primary:hover, +input[type="reset"].button-primary:hover, +input[type="button"].button-primary:hover, +.button.button-primary:focus, +button.button-primary:focus, +input[type="submit"].button-primary:focus, +input[type="reset"].button-primary:focus, +input[type="button"].button-primary:focus { + color: #FFF; + background-color: #1EAEDB; + border-color: #1EAEDB; } + + +/* Forms +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea, +select { + height: 38px; + padding: 6px 10px; /* The 6px vertically centers text on FF, ignored by Webkit */ + background-color: #fff; + border: 1px solid #D1D1D1; + border-radius: 4px; + box-shadow: none; + box-sizing: border-box; + font-family: inherit; + font-size: inherit; /*https://stackoverflow.com/questions/6080413/why-doesnt-input-inherit-the-font-from-body*/} +/* Removes awkward default styles on some inputs for iOS */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea { + -webkit-appearance: none; + -moz-appearance: none; + appearance: none; } +textarea { + min-height: 65px; + padding-top: 6px; + padding-bottom: 6px; } +input[type="email"]:focus, +input[type="number"]:focus, +input[type="search"]:focus, +input[type="text"]:focus, +input[type="tel"]:focus, +input[type="url"]:focus, +input[type="password"]:focus, +textarea:focus, +select:focus { + border: 1px solid #33C3F0; + outline: 0; } +label, +legend { + display: block; + margin-bottom: 0px; } +fieldset { + padding: 0; + border-width: 0; } +input[type="checkbox"], +input[type="radio"] { + display: inline; } +label > .label-body { + display: inline-block; + margin-left: .5rem; + font-weight: normal; } + + +/* Lists +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +ul { + list-style: circle inside; } +ol { + list-style: decimal inside; } +ol, ul { + padding-left: 0; + margin-top: 0; } +ul ul, +ul ol, +ol ol, +ol ul { + margin: 1.5rem 0 1.5rem 3rem; + font-size: 90%; } +li { + margin-bottom: 1rem; } + + +/* Tables +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +table { + border-collapse: collapse; +} +th:not(.CalendarDay), +td:not(.CalendarDay) { + padding: 12px 15px; + text-align: left; + border-bottom: 1px solid #E1E1E1; } +th:first-child:not(.CalendarDay), +td:first-child:not(.CalendarDay) { + padding-left: 0; } +th:last-child:not(.CalendarDay), +td:last-child:not(.CalendarDay) { + padding-right: 0; } + + +/* Spacing +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +button, +.button { + margin-bottom: 0rem; } +input, +textarea, +select, +fieldset { + margin-bottom: 0rem; } +pre, +dl, +figure, +table, +form { + margin-bottom: 0rem; } +p, +ul, +ol { + margin-bottom: 0.75rem; } + +/* Utilities +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +.u-full-width { + width: 100%; + box-sizing: border-box; } +.u-max-full-width { + max-width: 100%; + box-sizing: border-box; } +.u-pull-right { + float: right; } +.u-pull-left { + float: left; } + + +/* Misc +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +hr { + margin-top: 3rem; + margin-bottom: 3.5rem; + border-width: 0; + border-top: 1px solid #E1E1E1; } + + +/* Clearing +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ + +/* Self Clearing Goodness */ +.container:after, +.row:after, +.u-cf { + content: ""; + display: table; + clear: both; } + + +/* Media Queries +ââââââââââââââââââââââââââââââââââââââââââââââââââ */ +/* +Note: The best way to structure the use of media queries is to create the queries +near the relevant code. For example, if you wanted to change the styles for buttons +on small devices, paste the mobile query code up in the buttons section and style it +there. +*/ + + +/* Larger than mobile */ +@media (min-width: 400px) {} + +/* Larger than phablet (also point when grid becomes active) */ +@media (min-width: 550px) {} + +/* Larger than tablet */ +@media (min-width: 750px) {} + +/* Larger than desktop */ +@media (min-width: 1000px) {} + +/* Larger than Desktop HD */ +@media (min-width: 1200px) {} diff --git a/pdlr_mg_bonheur/bonheur.py b/pdlr_mg_bonheur/bonheur.py new file mode 100644 index 00000000..e503f0e9 --- /dev/null +++ b/pdlr_mg_bonheur/bonheur.py @@ -0,0 +1,448 @@ +import sys, os +import dash, flask + +from dash import dcc, html +from plotly import express as px + +import dateutil as du +import math +import pandas as pd +import numpy as np + + + +# Path manipulation to add relative path, preventing import errors regardless of the root path +sys.path.insert(0, os.path.dirname(os.path.realpath(__file__))) +from get_data import df_hr, df_cc +from utils import * + + +class Bonheur(): + + radioItems = [{'label': "PIB par habitant", 'value': "GDP"}, + {'label': "Support social", 'value': "Social support"}, + {'label': "Espérance de vie", 'value': "Life expectancy"}, + {'label': "Liberté de vivre", 'value': "Freedom of life"}, + {'label': "Générosité", 'value': "Generosity"}, + {'label': "Perception de la corruption", 'value': "Corruption"}, + {'label': "Effets positifs", 'value': "Positive affect"}, + {'label': "Effets négatifs", 'value': "Negative affect"}] + + def __init__(self, application = None): + + self.mode = 1 + self.filter = "" + self.graph_type_default = "GDP" + + self.main_layout = html.Div([ + html.H3("Étude du bonheur mondial de 2005 à 2020"), + dcc.Markdown(md_introduction), + html.Div([ + html.Div([ + dcc.Graph( + id = 'bnh-graph', + config = {'displayModeBar': False}, + ), + ], style = {'width' : '75%', 'display': 'inline-block'}), + html.Div([ + dcc.Markdown(md_help), + dcc.RadioItems( + id = 'bnh-graph-type', + options = self.radioItems, + value = self.graph_type_default, + labelStyle = {'display':'block'}, + ), + html.Button('Réinitialiser le graphe', id='bnh-reset-btn', n_clicks=0), + ], style = {'width' : '23%', 'display': 'inline-block'}) + ]), + dcc.Markdown("", id = 'bnh-description', style = {'width': '100%'}), + dcc.Markdown(md_about) + ], style={ + 'backgroundColor': 'white', + 'padding': '10px 50px 10px 50px', + }) + + + if application: + self.app = application + # application should have its own layout and use self.main_layout as a page or in a component + else: + self.app = dash.Dash(__name__) + self.app.layout = self.main_layout + + + # update graph + self.app.callback( + dash.dependencies.Output('bnh-graph', 'figure'), + [ + dash.dependencies.Input('bnh-graph', 'clickData'), + dash.dependencies.Input('bnh-graph-type', 'value'), + dash.dependencies.Input('bnh-reset-btn', 'n_clicks'), + ] + )(self._update_graph) + + # update graph type + self.app.callback( + dash.dependencies.Output('bnh-graph-type', 'value'), + [ + dash.dependencies.Input('bnh-reset-btn', 'n_clicks'), + ] + )(self._reset_graph_type) + + # update graph description + self.app.callback( + dash.dependencies.Output('bnh-description', 'children'), + [ + dash.dependencies.Input('bnh-graph-type', 'value'), + ] + )(self._upgrade_description) + + # on reset button clicked or graph-type clicked : reset clickdata value + self.app.callback( + dash.dependencies.Output('bnh-graph', 'clickData'), + [ + dash.dependencies.Input('bnh-graph-type', 'value'), + dash.dependencies.Input('bnh-reset-btn', 'n_clicks') + ] + )(self._reset_graph_values) + + + def _reset_graph(self, btn): + self.mode = 1 + return self._update_graph(self, None, self.graph_type_default) + + def _reset_graph_type(self, btn): + return self.graph_type_default + + def _reset_graph_values(self, graphtype, btn): + return None + + def _update_graph(self, point, graphtype, _): + ctx = dash.callback_context + # in case of error, return default graph + if not ctx.triggered: + self.mode = 1 + return self._init_graph_primary(self.graph_type_default) + trigger_id = ctx.triggered[0]['prop_id'].split('.')[0] + + # if the trigger is the reset button + if trigger_id == 'bnh-btn': + self.mode = 1 + return self._init_graph_primary(self.graph_type_default) + + + + # if the trigger is the graph type + if trigger_id == 'bnh-graph-type' and graphtype: + if self.mode == 1 : return self._init_graph_primary(graphtype) + if self.mode == 2 : return self._init_graph_secondary(graphtype) + if self.mode == 3 : return self._init_graph_tertiary(graphtype) + + # if the trigger is the graph + if trigger_id == 'bnh-graph' and point: + value = point["points"][0].get("x") + if self.mode == 1 : + self.filter = value + self.mode = 2 + return self._init_graph_secondary(graphtype) + if self.mode == 2 : + self.filter = value + self.mode = 3 + return self._init_graph_tertiary(graphtype) + if self.mode == 3: + return self._init_graph_tertiary(graphtype) + + # in case of error, return default graph + self.mode = 1 + return self._init_graph_primary(self.graph_type_default) + + + def _upgrade_description(self, graphtype): + match graphtype: + case "GDP" : + return md_gdp + case "Social support" : + return md_social_support + case "Life expectancy" : + return md_life_expectancy + case "Freedom of life" : + return md_freedom + case "Generosity" : + return md_generosity + case "Corruption" : + return md_corruption + case "Positive affect" : + return md_positive + case "Negative affect" : + return md_negative + + def _init_graph_primary(self, graphtype): + print("_init_graph_primary") + + # Get label based on the value in the self.radioItems list ("GDP" => "PIB par habitant") + axisName = next(filter(lambda element : element["value"] == graphtype, self.radioItems), None) + axisName = axisName["label"] if axisName else "" + + df_hr_ex = df_hr.groupby("Continent").mean()[[graphtype, "Life ladder"]] + df_hr_ex = df_hr_ex.sort_values(by = "Life ladder", ascending = True) + + # If the value is NaN for graphtype, add the red color + def lbd(index): + if math.isnan(df_hr_ex.loc[[index]][graphtype]): + return f'{index}' + return index + df_hr_ex.rename(lbd, axis = "index", inplace = True) + + figure = px.bar( + data_frame = df_hr_ex, + y = graphtype, + custom_data = [df_hr_ex["Life ladder"]], + + + color = "Life ladder", + range_color = [0, 10], + + ) + + + # Add template for hover menu with filter, graphtype, axisName and Life ladder value + figure.update_traces( + hovertemplate = + 'Continent: %{x}
' + + '' + axisName + ' : ' + ('$' if graphtype == 'GDP' else '') + '%{y:.2f}
' + + 'Échelle de vie : %{customdata[0]:.2f}', + ) + + # Update layout : add title, template, hover menu font text, color range title, axis titles + figure.update_layout( + title = f'{axisName}', + template = 'plotly_white', + hoverlabel = dict( + font = dict(color = "white") + ), + coloraxis = dict( + colorbar = dict(title = "Échelle
de vie") + ), + xaxis = dict(title = "Continents"), + yaxis = dict(title = f'{axisName}') + ) + + return figure + + + + def _init_graph_secondary(self, graphtype): + print("_init_graph_secondary") + + # Get label based on the value in the self.radioItems list ("GDP" => "PIB par habitant") + axisName = next(filter(lambda element : element["value"] == graphtype, self.radioItems), None) + axisName = axisName["label"] if axisName else "" + + df_hr_ex = df_hr[df_hr["Continent"] == self.filter].groupby("Country").mean()[[graphtype, "Life ladder"]] + df_hr_ex = df_hr_ex.sort_values(by = "Life ladder", ascending = True) + + # If the value is NaN for graphtype, add the red color + def lbd(index): + if math.isnan(df_hr_ex.loc[[index]][graphtype]): + return f'{index}' + return index + df_hr_ex.rename(lbd, axis = "index", inplace = True) + + figure = px.bar( + data_frame = df_hr_ex, + y = graphtype, + custom_data = [df_hr_ex["Life ladder"]], + + + color = "Life ladder", + range_color = [0, 10], + + ) + + + # Add template for hover menu with filter, graphtype, axisName and Life ladder value + figure.update_traces( + hovertemplate = + '' + self.filter + '

' + + 'Pays: %{x}
' + + '' + axisName + ' : ' + ('$' if graphtype == 'GDP' else '') + '%{y:.2f}
' + + 'Échelle de vie : %{customdata[0]:.2f}', + ) + + # Update layout : add title, template, hover menu font text, color range title, axis titles + figure.update_layout( + title = f'{axisName}, {self.filter}', + template = 'plotly_white', + hoverlabel = dict( + font = dict(color = "white") + ), + coloraxis = dict( + colorbar = dict(title = "Échelle
de vie") + ), + xaxis = dict(title = "Pays"), + yaxis = dict(title = f'{axisName}') + ) + + return figure + + + + + def _init_graph_tertiary(self, graphtype): + print("_init_graph_tertiary") + + # Get label based on the value in the self.radioItems list ("GDP" => "PIB par habitant") + axisName = next(filter(lambda element : element["value"] == graphtype, self.radioItems), None) + axisName = axisName["label"] if axisName else "" + + # Get wanted dataframe with str years and merge it with the [2005-2020] to fill data in missing years + df_hr_ex = df_hr[df_hr["Country"] == self.filter][["Year", graphtype, "Life ladder"]] + df_hr_ex["Year"] = df_hr_ex["Year"].apply(str) + xAxis = pd.Series(df_hr["Year"].unique(), name = "Year").apply(str) + df_hr_ex = df_hr_ex.merge(xAxis, on = "Year", how = "right") + + # Sort list and set Year as Index + df_hr_ex = df_hr_ex.sort_values(by = "Year", ascending = True) + df_hr_ex.set_index("Year", inplace = True) + + # Add red color when graphtype value is missing for a specific year + def lbd(index): + if math.isnan(df_hr_ex.loc[[index]][graphtype]): + return f'{index}' + return index + df_hr_ex.rename(lbd, axis = "index", inplace = True) + + figure = px.bar( + data_frame = df_hr_ex, + y = graphtype, + custom_data = [df_hr_ex["Life ladder"]], + + # Add color range for Life Ladder + color = "Life ladder", + range_color = [0, 10], + ) + + # Add template for hover menu with filter, graphtype, axisName and Life ladder value + figure.update_traces( + hovertemplate = + '' + self.filter + '

' + + 'Année: %{x}
' + + '' + axisName + ' : %{y:.2f}
' + + 'Échelle de vie : %{customdata[0]:.2f}', + ) + + # Update layout : add title, template, hover menu font text, color range title, axis titles + figure.update_layout( + title = f'{axisName}, {self.filter}', + template = 'plotly_white', + hoverlabel = dict( + font = dict(color = "white") + ), + coloraxis = dict( + colorbar = dict(title = "Échelle
de vie") + ), + xaxis = dict(title = "Années"), + yaxis = dict(title = f'{axisName}') + ) + + return figure + + + + + + + +# <-------------------------------------------------------> +# Markdown for introduction, help and every different parameters + +md_introduction = """ +Gallup Organization est une entreprise américaine offrant de nombreux services de recherche concernant le management, les ressources humaines et les statistiques. Cette entité est particulièrement connue pour effectuer différents sondages souvent médiatisés. Dans le cadre du programme Gallup Happiness Poll, l'entreprise recueille des informations et des avis d'habitants de pays du monde entier sur le ressenti de leur vie, et s'ils se considèrent comme heureux. Il en résulte un rapport qui s'étend sur plusieurs années et contient des informations particulièrement intéressantes. + +Ce que Gallup considère l'échelle de vie est une mesure du bien-être subjectif. Le rapport du 18 février 2022 signé par le GWP couvrant de 2005 à 2021 correspond à la moyenne nationale de réponse à la question d'évaluation du niveau de vie. La question (traduite de l'anglais) est : "Imaginez une échelle, avec des marches numérotées de 0 en bas jusqu'à 10 en haut. Le haut de l'échelle représente les meilleures conditions de vie pour vous et le bas représente les pires conditions de vie. Sur quelle marche de l'échelle vous pensez personnellement être actuellement ?". On appelle également cette mesure l'échelle de Cantril. + +Le but de ce graphe est donc d'exprimer les différentes corrélations entre cette fameuse Échelle de vie, et différentes métriques exprimées dans le GWP : si l'évolution de la métrique est croissante de manière visible, cela veut dire qu'elle est proportionnelle à l'Échelle de vie et donc au bonheur (et l'inverse veut donc dire qu'elle est inversement proportionnelle). + +--- +""" + +md_gdp = """ +### Produit Intérieur Brut Par habitant (en parité de pouvoir d'achat): + +Il s'agit du PIB par habitants en parité de pouvoir d'achat en dollar (dollar constant fixé à la valeur de 2017), venant du rapport du World Development Indicator du 16 décembre 2021. +La parité de pouvoir d'achat (PPA) est un taux de conversion monétaire qui permet d'exprimer dans une unité commune les pouvoirs d'achat des différentes monnaies. Ce taux exprime la quantité d'unités monétaires nécessaire dans des pays différents pour se procurer le même « panier » de biens et de services. +Ce taux de conversion peut être différent du « taux de change » ; en effet, le taux de change d'une monnaie par rapport à une autre reflète leurs valeurs réciproques sur les marchés financiers internationaux et non leurs valeurs intrinsèques pour un consommateur. +""" + +md_social_support = """ +### Social Support : + +Il s'agit de la mesure de la moyenne nationale à la question binaire (0 ou 1) : "If you were in trouble, do you have relatives or friends you can count on to help you whenever you need them, or not". La traduction française de "support social" est, en effet, assez faussée, car on peut rapidement l'assimiler à des institutions comme la sécurité sociale, alors qu'on parle bien du soutien entre les individus en cas de détresse. +""" + +md_life_expectancy = """ +### Healthy Life expectancy at birth : + +Espérance de vie calculée sur les données extraites du repository de l'OMS Global Health Observatory à la granularité de 5 années, ensuite extrapolées pour correspondre au dataset. +""" + +md_freedom = """ +### Freedom to make life choice : + +Il s'agit de la mesure de la moyenne nationale à la question "Are you satisfied or dissatisfied with your freedom to choose what you do with your life ?" +""" + +md_generosity = """ +### Generosity : + +Il s'agit de la mesure de la moyenne nationale à la question "Have you donated money to charity in the mast month ?". Cependant, la donnée n'est pas basée sur la moyenne simple, mais est le résidu d'une régression linéaire, c'est-à-dire qu'une valeur positive veut dire qu'il y a eu plus de générosité que ce à quoi on s'attendait, et une valeur négative veut dire moins que ce à quoi on s'attendait. +""" + +md_corruption = """ +### Perceptions of corruption : + +Il s'agit de la mesure de la moyenne nationale aux questions : +- "Is corruption widespread throughout the government or not" +- "Is corruption widespread within businesses or not ?" +En résulte la moyenne des deux réponses binaires, on peut noter que dans certains pays (comme la Chine, ou le Turkménistan notamment), on utilise uniquement la valeur de la perception de la corruption privée puisque la valeur concernant la corruption publique est manquante. +""" + +md_positive = """ +### Positive affect : + +L'effet positif est définit par la moyenne des questions binaires suivantes : +- "Did you smile or laugh a lot yerterday ?" +- "Did you experience the following feelings during A LOT OF THE DAY yesterday? How about Enjoyment ?" +- "Did you learn or do something interesting yesterday ?" +On peut considérer cette valeur comme la perception des gens de leur propre bonheur personnel, indépendamment de leurs conditions de vie et des différents paramètres disponibles. +""" + +md_negative = """ +### Negative affect : + +L'effet positif est définit par la moyenne des questions binaires suivantes : +- "Did you experience the following feelings during A LOT OF THE DAY yesterday ? How about Worry ?" +- "Did you experience the following feelings during A LOT OF THE DAY yesterday ? How about Sadness ?" +- "Did you experience the following feelings during A LOT OF THE DAY yesterday ? How about Anger ?" +On peut considérer cette valeur comme la perception des gens de leur propre malheur personnel, indépendamment de leurs conditions de vie et des différents paramètres disponibles. +""" + +md_help = """ +*La navigation dans le graphe est possible en cliquant sur les barres pour ouvrir le détail des valeurs par continents, par pays puis par année. La valeur de comparaison peut également être changée en dessous de ce texte.* + +--- +""" + +md_about = """ +#### À propos +* Dataset : https://www.kaggle.com/datasets/ajaypalsinghlo/world-happiness-report-2021 +* Informations et Métadonnées : https://happiness-report.s3.amazonaws.com/2021/Appendix1WHR2021C2.pdf +* (c) 2022 Matthieu Guérin et Pierre de La Ruffie +""" + + + + +if __name__ == '__main__': + nrg = Bonheur() + nrg.app.run_server(debug=True, port=8051) \ No newline at end of file diff --git a/pdlr_mg_bonheur/data/Countries-Continents.csv b/pdlr_mg_bonheur/data/Countries-Continents.csv new file mode 100644 index 00000000..66c1fd7c --- /dev/null +++ b/pdlr_mg_bonheur/data/Countries-Continents.csv @@ -0,0 +1,203 @@ +Continent,Country +Africa,Algeria +Africa,Angola +Africa,Benin +Africa,Botswana +Africa,"Burkina Faso" +Africa,Burundi +Africa,Cameroon +Africa,Cape Verde +Africa,Central African Republic +Africa,Chad +Africa,Comoros +Africa,"Congo (Kinshasa)" +Africa,"Congo (Brazzaville)" +Africa,Djibouti +Africa,Egypt +Africa,Equatorial Guinea +Africa,Eritrea +Africa,Ethiopia +Africa,Gabon +Africa,Gambia +Africa,Ghana +Africa,Guinea +Africa,Guinea-Bissau +Africa,Ivory Coast +Africa,Kenya +Africa,Lesotho +Africa,Liberia +Africa,Libya +Africa,Madagascar +Africa,Malawi +Africa,Mali +Africa,Mauritania +Africa,Mauritius +Africa,Morocco +Africa,Mozambique +Africa,Namibia +Africa,Niger +Africa,Nigeria +Africa,Rwanda +Africa,Sao Tome and Principe +Africa,Senegal +Africa,Seychelles +Africa,Sierra Leone +Africa,Somalia +Africa,"Somaliland region" +Africa,South Africa +Africa,South Sudan +Africa,Sudan +Africa,Swaziland +Africa,Tanzania +Africa,Togo +Africa,Tunisia +Africa,Uganda +Africa,Zambia +Africa,Zimbabwe +Asia,Afghanistan +Asia,Bahrain +Asia,Bangladesh +Asia,Bhutan +Asia,Brunei +Asia,Burma (Myanmar) +Asia,Cambodia +Asia,China +Asia,East Timor +Asia,"Hong Kong S.A.R. of China" +Asia,India +Asia,Indonesia +Asia,Iran +Asia,Iraq +Asia,Israel +Asia,Japan +Asia,Jordan +Asia,Kazakhstan +Asia,Kuwait +Asia,Kyrgyzstan +Asia,Laos +Asia,Lebanon +Asia,Malaysia +Asia,Maldives +Asia,Mongolia +Asia,Myanmar +Asia,Nepal +Asia,"North Korea" +Asia,Oman +Asia,Pakistan +Asia,"Palestinian Territories" +Asia,Philippines +Asia,Qatar +Asia,Russia +Asia,Saudi Arabia +Asia,Singapore +Asia,"South Korea" +Asia,Sri Lanka +Asia,Syria +Asia,"Taiwan Province of China" +Asia,Tajikistan +Asia,Thailand +Asia,Turkey +Asia,Turkmenistan +Asia,United Arab Emirates +Asia,Uzbekistan +Asia,Vietnam +Asia,Yemen +Europe,Albania +Europe,Andorra +Europe,Armenia +Europe,Austria +Europe,Azerbaijan +Europe,Belarus +Europe,Belgium +Europe,Bosnia and Herzegovina +Europe,Bulgaria +Europe,Croatia +Europe,Cyprus +Europe,"Czech Republic" +Europe,Denmark +Europe,Estonia +Europe,Finland +Europe,France +Europe,Georgia +Europe,Germany +Europe,Greece +Europe,Hungary +Europe,Iceland +Europe,Ireland +Europe,Italy +Europe,Kosovo +Europe,Latvia +Europe,Liechtenstein +Europe,Lithuania +Europe,Luxembourg +Europe,Macedonia +Europe,Malta +Europe,Moldova +Europe,Monaco +Europe,Montenegro +Europe,Netherlands +Europe,"North Cyprus" +Europe,"North Macedonia" +Europe,Norway +Europe,Poland +Europe,Portugal +Europe,Romania +Europe,San Marino +Europe,Serbia +Europe,Slovakia +Europe,Slovenia +Europe,Spain +Europe,Sweden +Europe,Switzerland +Europe,Ukraine +Europe,United Kingdom +Europe,Vatican City +North America,Antigua and Barbuda +North America,Bahamas +North America,Barbados +North America,Belize +North America,Canada +North America,Costa Rica +North America,Cuba +North America,Dominica +North America,Dominican Republic +North America,El Salvador +North America,Grenada +North America,Guatemala +North America,Haiti +North America,Honduras +North America,Jamaica +North America,Mexico +North America,Nicaragua +North America,Panama +North America,Saint Kitts and Nevis +North America,Saint Lucia +North America,Saint Vincent and the Grenadines +North America,Trinidad and Tobago +North America,United States +Oceania,Australia +Oceania,Fiji +Oceania,Kiribati +Oceania,Marshall Islands +Oceania,Micronesia +Oceania,Nauru +Oceania,New Zealand +Oceania,Palau +Oceania,Papua New Guinea +Oceania,Samoa +Oceania,Solomon Islands +Oceania,Tonga +Oceania,Tuvalu +Oceania,Vanuatu +South America,Argentina +South America,Bolivia +South America,Brazil +South America,Chile +South America,Colombia +South America,Ecuador +South America,Guyana +South America,Paraguay +South America,Peru +South America,Suriname +South America,Uruguay +South America,Venezuela diff --git a/pdlr_mg_bonheur/data/Happiness-Report.csv b/pdlr_mg_bonheur/data/Happiness-Report.csv new file mode 100644 index 00000000..98129ddb --- /dev/null +++ b/pdlr_mg_bonheur/data/Happiness-Report.csv @@ -0,0 +1,1950 @@ +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 +Afghanistan,2008,3.724,7.370,0.451,50.800,0.718,0.168,0.882,0.518,0.258 +Afghanistan,2009,4.402,7.540,0.552,51.200,0.679,0.190,0.850,0.584,0.237 +Afghanistan,2010,4.758,7.647,0.539,51.600,0.600,0.121,0.707,0.618,0.275 +Afghanistan,2011,3.832,7.620,0.521,51.920,0.496,0.162,0.731,0.611,0.267 +Afghanistan,2012,3.783,7.705,0.521,52.240,0.531,0.236,0.776,0.710,0.268 +Afghanistan,2013,3.572,7.725,0.484,52.560,0.578,0.061,0.823,0.621,0.273 +Afghanistan,2014,3.131,7.718,0.526,52.880,0.509,0.104,0.871,0.532,0.375 +Afghanistan,2015,3.983,7.702,0.529,53.200,0.389,0.080,0.881,0.554,0.339 +Afghanistan,2016,4.220,7.697,0.559,53.000,0.523,0.042,0.793,0.565,0.348 +Afghanistan,2017,2.662,7.697,0.491,52.800,0.427,-0.121,0.954,0.496,0.371 +Afghanistan,2018,2.694,7.692,0.508,52.600,0.374,-0.094,0.928,0.424,0.405 +Afghanistan,2019,2.375,7.697,0.420,52.400,0.394,-0.108,0.924,0.351,0.502 +Albania,2007,4.634,9.142,0.821,65.800,0.529,-0.009,0.875,0.553,0.246 +Albania,2009,5.485,9.262,0.833,66.200,0.525,-0.158,0.864,0.640,0.279 +Albania,2010,5.269,9.303,0.733,66.400,0.569,-0.172,0.726,0.648,0.300 +Albania,2011,5.867,9.331,0.759,66.680,0.487,-0.205,0.877,0.628,0.257 +Albania,2012,5.510,9.347,0.785,66.960,0.602,-0.169,0.848,0.607,0.271 +Albania,2013,4.551,9.359,0.759,67.240,0.632,-0.127,0.863,0.634,0.338 +Albania,2014,4.814,9.378,0.626,67.520,0.735,-0.025,0.883,0.685,0.335 +Albania,2015,4.607,9.403,0.639,67.800,0.704,-0.081,0.885,0.688,0.350 +Albania,2016,4.511,9.437,0.638,68.100,0.730,-0.017,0.901,0.675,0.322 +Albania,2017,4.640,9.476,0.638,68.400,0.750,-0.029,0.876,0.669,0.334 +Albania,2018,5.004,9.518,0.684,68.700,0.824,0.009,0.899,0.713,0.319 +Albania,2019,4.995,9.544,0.686,69.000,0.777,-0.099,0.914,0.681,0.274 +Albania,2020,5.365,9.497,0.710,69.300,0.754,0.007,0.891,0.679,0.265 +Algeria,2010,5.464,9.287,,64.500,0.593,-0.205,0.618,, +Algeria,2011,5.317,9.297,0.810,64.660,0.530,-0.181,0.638,0.550,0.255 +Algeria,2012,5.605,9.311,0.839,64.820,0.587,-0.172,0.690,0.604,0.230 +Algeria,2014,6.355,9.335,0.818,65.140,,,,0.626,0.177 +Algeria,2016,5.341,9.362,0.749,65.500,,,,0.661,0.377 +Algeria,2017,5.249,9.354,0.807,65.700,0.437,-0.167,0.700,0.642,0.289 +Algeria,2018,5.043,9.348,0.799,65.900,0.583,-0.146,0.759,0.591,0.293 +Algeria,2019,4.745,9.337,0.803,66.100,0.385,0.005,0.741,0.585,0.215 +Angola,2011,5.589,8.946,0.723,52.500,0.584,0.055,0.911,0.659,0.361 +Angola,2012,4.360,8.992,0.753,53.200,0.456,-0.136,0.906,0.558,0.305 +Angola,2013,3.937,9.005,0.722,53.900,0.410,-0.104,0.816,0.658,0.371 +Angola,2014,3.795,9.017,0.755,54.600,0.375,-0.168,0.834,0.579,0.368 +Argentina,2006,6.313,9.942,0.938,66.820,0.733,-0.157,0.852,0.825,0.328 +Argentina,2007,6.073,10.018,0.862,66.940,0.653,-0.141,0.881,0.828,0.279 +Argentina,2008,5.961,10.048,0.892,67.060,0.678,-0.132,0.865,0.823,0.318 +Argentina,2009,6.424,9.977,0.919,67.180,0.637,-0.130,0.885,0.864,0.237 +Argentina,2010,6.441,10.066,0.927,67.300,0.730,-0.126,0.855,0.846,0.211 +Argentina,2011,6.776,10.112,0.889,67.480,0.816,-0.174,0.755,0.840,0.232 +Argentina,2012,6.468,10.091,0.902,67.660,0.747,-0.148,0.817,0.857,0.272 +Argentina,2013,6.582,10.103,0.910,67.840,0.737,-0.130,0.823,0.842,0.254 +Argentina,2014,6.671,10.067,0.918,68.020,0.745,-0.164,0.854,0.857,0.238 +Argentina,2015,6.697,10.083,0.926,68.200,0.881,-0.174,0.851,0.859,0.305 +Argentina,2016,6.427,10.051,0.883,68.400,0.848,-0.192,0.851,0.842,0.312 +Argentina,2017,6.039,10.067,0.907,68.600,0.832,-0.186,0.841,0.809,0.292 +Argentina,2018,5.793,10.032,0.900,68.800,0.846,-0.211,0.855,0.820,0.321 +Argentina,2019,6.086,10.000,0.896,69.000,0.817,-0.211,0.830,0.826,0.319 +Argentina,2020,5.901,9.850,0.897,69.200,0.823,-0.122,0.816,0.764,0.342 +Armenia,2006,4.289,9.044,0.682,64.800,0.520,-0.231,0.850,0.494,0.469 +Armenia,2007,4.882,9.181,0.760,64.900,0.605,-0.251,0.817,0.507,0.412 +Armenia,2008,4.652,9.256,0.709,65.000,0.462,-0.215,0.876,0.521,0.385 +Armenia,2009,4.178,9.111,0.680,65.100,0.441,-0.214,0.882,0.543,0.411 +Armenia,2010,4.368,9.136,0.660,65.200,0.459,-0.176,0.891,0.510,0.426 +Armenia,2011,4.260,9.182,0.705,65.360,0.465,-0.225,0.875,0.475,0.459 +Armenia,2012,4.320,9.249,0.676,65.520,0.502,-0.215,0.893,0.518,0.464 +Armenia,2013,4.277,9.277,0.723,65.680,0.504,-0.195,0.900,0.562,0.450 +Armenia,2014,4.453,9.307,0.739,65.840,0.506,-0.218,0.920,0.581,0.404 +Armenia,2015,4.348,9.334,0.723,66.000,0.551,-0.203,0.901,0.594,0.438 +Armenia,2016,4.325,9.333,0.709,66.300,0.611,-0.170,0.921,0.594,0.437 +Armenia,2017,4.288,9.402,0.698,66.600,0.614,-0.147,0.865,0.625,0.437 +Armenia,2018,5.062,9.451,0.814,66.900,0.808,-0.163,0.677,0.581,0.455 +Armenia,2019,5.488,9.522,0.782,67.200,0.844,-0.172,0.583,0.598,0.430 +Australia,2005,7.341,10.659,0.968,71.400,0.935,,0.390,0.843,0.238 +Australia,2007,7.285,10.703,0.965,71.720,0.891,0.347,0.513,0.826,0.215 +Australia,2008,7.254,10.719,0.947,71.880,0.916,0.305,0.431,0.826,0.218 +Australia,2010,7.450,10.722,0.955,72.200,0.932,0.317,0.366,0.834,0.220 +Australia,2011,7.406,10.733,0.967,72.300,0.945,0.369,0.382,0.816,0.195 +Australia,2012,7.196,10.754,0.945,72.400,0.935,0.274,0.368,0.811,0.214 +Australia,2013,7.364,10.762,0.928,72.500,0.933,0.269,0.432,0.819,0.177 +Australia,2014,7.289,10.772,0.924,72.600,0.923,0.319,0.442,0.775,0.245 +Australia,2015,7.309,10.779,0.952,72.700,0.922,0.332,0.357,0.790,0.210 +Australia,2016,7.250,10.791,0.942,73.000,0.922,0.239,0.399,0.791,0.236 +Australia,2017,7.257,10.798,0.950,73.300,0.911,0.317,0.411,0.780,0.225 +Australia,2018,7.177,10.811,0.940,73.600,0.916,0.146,0.405,0.759,0.187 +Australia,2019,7.234,10.815,0.943,73.900,0.918,0.121,0.430,0.770,0.202 +Australia,2020,7.137,10.760,0.937,74.200,0.905,0.210,0.491,0.769,0.205 +Austria,2006,7.122,10.842,0.936,70.760,0.941,0.302,0.490,0.823,0.174 +Austria,2008,7.181,10.887,0.935,71.080,0.879,0.291,0.614,0.832,0.173 +Austria,2010,7.303,10.861,0.914,71.400,0.896,0.131,0.546,0.815,0.156 +Austria,2011,7.471,10.887,0.944,71.540,0.939,0.132,0.703,0.789,0.145 +Austria,2012,7.401,10.889,0.945,71.680,0.920,0.118,0.771,0.822,0.157 +Austria,2013,7.499,10.883,0.950,71.820,0.922,0.168,0.679,0.787,0.163 +Austria,2014,6.950,10.882,0.899,71.960,0.885,0.118,0.567,0.780,0.170 +Austria,2015,7.076,10.881,0.928,72.100,0.900,0.099,0.557,0.798,0.164 +Austria,2016,7.048,10.891,0.926,72.400,0.889,0.080,0.524,0.756,0.197 +Austria,2017,7.294,10.908,0.906,72.700,0.890,0.133,0.518,0.748,0.180 +Austria,2018,7.396,10.928,0.912,73.000,0.904,0.053,0.523,0.752,0.226 +Austria,2019,7.195,10.939,0.964,73.300,0.903,0.060,0.457,0.774,0.205 +Austria,2020,7.213,10.851,0.925,73.600,0.912,0.011,0.464,0.769,0.206 +Azerbaijan,2006,4.728,9.170,0.854,61.880,0.772,-0.235,0.774,0.512,0.276 +Azerbaijan,2007,4.568,9.386,0.753,62.260,0.522,-0.207,0.871,0.521,0.284 +Azerbaijan,2008,4.817,9.465,0.684,62.640,0.601,-0.029,0.715,0.578,0.227 +Azerbaijan,2009,4.574,9.534,0.736,63.020,0.498,-0.087,0.754,0.544,0.234 +Azerbaijan,2010,4.219,9.569,0.687,63.400,0.501,-0.123,0.858,0.527,0.272 +Azerbaijan,2011,4.680,9.540,0.725,63.640,0.537,-0.105,0.795,0.536,0.258 +Azerbaijan,2012,4.911,9.549,0.762,63.880,0.599,-0.140,0.763,0.554,0.266 +Azerbaijan,2013,5.481,9.592,0.770,64.120,0.672,-0.168,0.699,0.619,0.242 +Azerbaijan,2014,5.252,9.607,0.799,64.360,0.733,-0.208,0.654,0.598,0.220 +Azerbaijan,2015,5.147,9.606,0.786,64.600,0.764,-0.198,0.616,0.607,0.206 +Azerbaijan,2016,5.304,9.564,0.777,64.900,0.713,-0.204,0.607,0.598,0.191 +Azerbaijan,2017,5.152,9.555,0.787,65.200,0.731,-0.225,0.653,0.592,0.198 +Azerbaijan,2018,5.168,9.562,0.781,65.500,0.772,-0.232,0.561,0.593,0.191 +Azerbaijan,2019,5.173,9.575,0.887,65.800,0.854,-0.214,0.457,0.643,0.164 +Bahrain,2009,5.701,10.709,0.904,65.940,0.896,0.037,0.506,0.764,0.422 +Bahrain,2010,5.937,10.706,0.877,66.300,0.862,-0.001,0.715,0.685,0.423 +Bahrain,2011,4.824,10.696,0.908,66.580,0.870,-0.051,0.583,0.544,0.514 +Bahrain,2012,5.027,10.716,0.911,66.860,0.682,,0.438,0.589,0.381 +Bahrain,2013,6.690,10.757,0.884,67.140,0.809,,0.525,0.768,0.306 +Bahrain,2014,6.165,10.783,,67.420,,,,, +Bahrain,2015,6.007,10.785,0.853,67.700,0.850,0.112,,0.716,0.303 +Bahrain,2016,6.170,10.781,0.863,68.100,0.889,0.088,,0.787,0.283 +Bahrain,2017,6.227,10.771,0.876,68.500,0.906,0.136,,0.814,0.290 +Bahrain,2019,7.098,10.715,0.878,69.300,0.907,0.048,,0.762,0.317 +Bahrain,2020,6.173,10.620,0.848,69.700,0.945,0.132,,0.790,0.297 +Bangladesh,2006,4.319,7.783,0.672,59.020,0.612,0.068,0.786,0.600,0.321 +Bangladesh,2007,4.607,7.839,0.514,59.440,0.605,0.040,0.806,0.635,0.313 +Bangladesh,2008,5.052,7.886,0.467,59.860,0.606,-0.044,0.802,0.725,0.232 +Bangladesh,2009,5.083,7.924,0.528,60.280,0.631,-0.075,0.776,0.670,0.223 +Bangladesh,2010,4.858,7.967,0.549,60.700,0.659,-0.016,0.774,0.629,0.292 +Bangladesh,2011,4.986,8.018,0.606,61.120,0.838,-0.069,0.757,0.685,0.235 +Bangladesh,2012,4.724,8.070,0.582,61.540,0.668,-0.034,0.765,0.714,0.183 +Bangladesh,2013,4.660,8.116,0.530,61.960,0.742,-0.016,0.743,0.619,0.246 +Bangladesh,2014,4.636,8.164,0.577,62.380,0.736,-0.098,0.789,,0.231 +Bangladesh,2015,4.633,8.216,0.601,62.800,0.815,-0.068,0.721,0.635,0.226 +Bangladesh,2016,4.556,8.274,0.649,63.300,0.875,-0.089,0.688,0.560,0.235 +Bangladesh,2017,4.310,8.334,0.713,63.800,0.896,0.012,0.635,0.569,0.214 +Bangladesh,2018,4.499,8.399,0.706,64.300,0.901,-0.043,0.701,0.541,0.361 +Bangladesh,2019,5.114,8.467,0.673,64.800,0.902,-0.051,0.656,0.537,0.369 +Bangladesh,2020,5.280,8.472,0.739,65.300,0.777,-0.009,0.742,0.582,0.332 +Belarus,2006,5.658,9.489,0.918,61.100,0.707,-0.246,0.708,0.605,0.269 +Belarus,2007,5.617,9.576,0.858,61.400,0.667,-0.225,0.695,0.596,0.235 +Belarus,2008,5.463,9.677,0.904,61.700,0.640,-0.220,0.696,,0.246 +Belarus,2009,5.564,9.681,0.908,62.000,0.679,-0.203,0.676,0.566,0.223 +Belarus,2010,5.526,9.758,0.918,62.300,0.700,-0.163,0.706,0.567,0.208 +Belarus,2011,5.225,9.812,0.910,62.880,0.656,-0.168,0.672,0.521,0.249 +Belarus,2012,5.749,9.830,0.902,63.460,0.645,-0.217,0.657,0.523,0.181 +Belarus,2013,5.876,9.839,0.923,64.040,0.723,-0.177,0.653,0.609,0.206 +Belarus,2014,5.812,9.856,0.880,64.620,0.647,-0.048,0.682,0.619,0.209 +Belarus,2015,5.719,9.815,0.924,65.200,0.623,-0.091,0.669,0.584,0.184 +Belarus,2016,5.178,9.788,0.927,65.500,0.658,-0.125,0.664,0.554,0.182 +Belarus,2017,5.553,9.814,0.900,65.800,0.621,-0.122,0.654,0.541,0.233 +Belarus,2018,5.234,9.846,0.905,66.100,0.644,-0.174,0.718,0.450,0.236 +Belarus,2019,5.821,9.860,0.917,66.400,0.657,-0.186,0.546,0.591,0.190 +Belgium,2005,7.262,10.745,0.935,69.900,0.924,,0.598,0.796,0.260 +Belgium,2007,7.219,10.792,0.922,70.260,0.901,0.069,0.721,0.813,0.218 +Belgium,2008,7.117,10.789,0.923,70.440,0.887,0.007,0.652,0.813,0.242 +Belgium,2010,6.854,10.779,0.931,70.800,0.807,0.022,0.697,0.828,0.240 +Belgium,2011,7.111,10.783,0.937,70.920,0.880,-0.014,0.711,0.835,0.225 +Belgium,2012,6.935,10.784,0.927,71.040,0.855,-0.050,0.758,0.820,0.238 +Belgium,2013,7.104,10.784,0.909,71.160,0.891,0.017,0.574,0.797,0.217 +Belgium,2014,6.855,10.795,0.944,71.280,0.861,0.001,0.512,0.798,0.252 +Belgium,2015,6.904,10.810,0.885,71.400,0.869,0.062,0.469,0.805,0.240 +Belgium,2016,6.949,10.819,0.929,71.600,0.866,-0.056,0.497,0.765,0.260 +Belgium,2017,6.928,10.834,0.922,71.800,0.857,0.054,0.543,0.786,0.234 +Belgium,2018,6.892,10.844,0.930,72.000,0.808,-0.125,0.630,0.750,0.250 +Belgium,2019,6.772,10.853,0.884,72.200,0.776,-0.172,0.672,0.733,0.244 +Belgium,2020,6.839,10.771,0.904,72.400,0.767,-0.164,0.634,0.647,0.260 +Belize,2007,6.451,8.892,0.872,61.600,0.705,0.033,0.769,0.759,0.251 +Belize,2014,5.956,8.883,0.757,62.220,0.874,0.022,0.782,0.755,0.282 +Benin,2006,3.330,7.866,0.445,50.100,0.580,-0.011,0.790,0.587,0.309 +Benin,2008,3.667,7.915,0.382,50.900,0.709,-0.004,0.825,0.584,0.303 +Benin,2011,3.870,7.904,0.477,51.980,0.773,-0.142,0.849,0.626,0.219 +Benin,2012,3.193,7.923,0.523,52.260,0.769,-0.111,0.806,0.583,0.231 +Benin,2013,3.479,7.964,0.577,52.540,0.783,-0.085,0.856,0.702,0.216 +Benin,2014,3.347,7.998,0.506,52.820,0.776,-0.096,0.855,0.590,0.273 +Benin,2015,3.625,7.988,0.434,53.100,0.733,-0.027,0.850,0.592,0.373 +Benin,2016,4.007,7.993,0.493,53.500,0.780,-0.065,0.838,0.608,0.456 +Benin,2017,4.853,8.021,0.436,53.900,0.727,-0.065,0.767,0.615,0.458 +Benin,2018,5.820,8.059,0.504,54.300,0.713,0.002,0.747,0.647,0.468 +Benin,2019,4.976,8.098,0.442,54.700,0.770,-0.016,0.698,0.659,0.441 +Benin,2020,4.408,8.102,0.507,55.100,0.783,-0.083,0.532,0.609,0.305 +Bhutan,2013,5.569,9.123,0.819,59.600,0.810,0.353,0.802,0.779,0.217 +Bhutan,2014,4.939,9.167,0.880,59.900,0.834,0.268,0.650,0.859,0.324 +Bhutan,2015,5.082,9.219,0.848,60.200,0.830,0.277,0.634,0.810,0.312 +Bolivia,2006,5.374,8.686,0.834,59.000,0.770,-0.044,0.794,0.739,0.432 +Bolivia,2007,5.628,8.714,0.796,59.500,0.780,0.001,0.817,0.771,0.388 +Bolivia,2008,5.298,8.756,0.785,60.000,0.726,-0.092,0.801,0.781,0.392 +Bolivia,2009,6.086,8.773,0.831,60.500,0.779,-0.036,0.763,0.797,0.372 +Bolivia,2010,5.781,8.797,0.807,61.000,0.703,-0.068,0.781,0.766,0.350 +Bolivia,2011,5.779,8.831,0.817,61.340,0.782,-0.039,0.825,0.761,0.361 +Bolivia,2012,6.019,8.865,0.781,61.680,0.862,-0.015,0.840,0.782,0.409 +Bolivia,2013,5.767,8.915,0.803,62.020,0.846,-0.067,0.812,0.759,0.410 +Bolivia,2014,5.865,8.953,0.821,62.360,0.881,0.018,0.832,0.809,0.398 +Bolivia,2015,5.834,8.985,0.829,62.700,0.884,-0.030,0.862,0.786,0.393 +Bolivia,2016,5.770,9.012,0.796,63.000,0.882,-0.047,0.853,0.783,0.376 +Bolivia,2017,5.651,9.039,0.779,63.300,0.884,-0.120,0.819,0.698,0.434 +Bolivia,2018,5.916,9.066,0.827,63.600,0.863,-0.093,0.786,0.742,0.387 +Bolivia,2019,5.674,9.074,0.784,63.900,0.881,-0.086,0.857,0.751,0.419 +Bolivia,2020,5.559,8.998,0.805,64.200,0.877,-0.054,0.868,0.790,0.382 +Bosnia and Herzegovina,2007,4.900,9.267,0.766,66.040,0.342,0.006,0.926,0.613,0.296 +Bosnia and Herzegovina,2009,4.963,9.296,0.735,66.480,0.258,-0.026,0.959,0.572,0.390 +Bosnia and Herzegovina,2010,4.669,9.312,0.773,66.700,0.365,-0.128,0.933,0.517,0.409 +Bosnia and Herzegovina,2011,4.995,9.333,0.725,66.740,0.333,-0.035,0.925,0.596,0.326 +Bosnia and Herzegovina,2012,4.773,9.342,0.779,66.780,0.420,-0.013,0.953,0.548,0.338 +Bosnia and Herzegovina,2013,5.124,9.382,0.767,66.820,0.390,0.042,0.970,0.544,0.315 +Bosnia and Herzegovina,2014,5.249,9.411,0.788,66.860,0.412,0.232,0.976,0.531,0.262 +Bosnia and Herzegovina,2015,5.117,9.457,0.656,66.900,0.631,-0.055,0.960,0.534,0.286 +Bosnia and Herzegovina,2016,5.181,9.500,0.808,67.200,0.633,0.134,0.957,0.641,0.304 +Bosnia and Herzegovina,2017,5.090,9.532,0.775,67.500,0.564,0.092,0.923,0.597,0.271 +Bosnia and Herzegovina,2018,5.887,9.576,0.836,67.800,0.659,0.123,0.913,0.643,0.277 +Bosnia and Herzegovina,2019,6.016,9.609,0.873,68.100,0.722,0.079,0.963,0.633,0.238 +Bosnia and Herzegovina,2020,5.516,9.583,0.899,68.400,0.740,0.138,0.916,0.644,0.325 +Botswana,2006,4.739,9.492,0.883,46.820,0.824,-0.195,0.723,0.688,0.226 +Botswana,2008,5.451,9.590,0.832,49.860,0.858,-0.164,0.806,0.731,0.218 +Botswana,2010,3.553,9.556,0.866,52.900,0.826,-0.143,0.814,0.690,0.172 +Botswana,2011,3.520,9.600,0.860,53.680,0.813,-0.250,0.816,0.739,0.160 +Botswana,2012,4.836,9.632,0.837,54.460,0.799,-0.203,0.814,0.773,0.171 +Botswana,2013,4.128,9.728,0.856,55.240,0.767,-0.154,0.749,0.698,0.244 +Botswana,2014,4.031,9.756,0.859,56.020,0.791,-0.105,0.743,0.674,0.245 +Botswana,2015,3.762,9.724,0.816,56.800,0.857,-0.116,0.860,0.746,0.261 +Botswana,2016,3.499,9.748,0.768,57.500,0.852,-0.253,0.729,0.686,0.252 +Botswana,2017,3.505,9.756,0.768,58.200,0.817,-0.248,0.731,0.656,0.276 +Botswana,2018,3.461,9.778,0.795,58.900,0.818,-0.254,0.807,0.730,0.267 +Botswana,2019,3.471,9.785,0.774,59.600,0.833,-0.239,0.792,0.712,0.273 +Brazil,2005,6.637,9.438,0.883,63.300,0.882,,0.745,0.818,0.302 +Brazil,2007,6.321,9.515,0.886,63.780,0.777,-0.016,0.728,0.859,0.299 +Brazil,2008,6.691,9.555,0.878,64.020,0.782,-0.078,0.688,0.820,0.265 +Brazil,2009,7.001,9.544,0.913,64.260,0.767,-0.055,0.723,0.833,0.274 +Brazil,2010,6.837,9.607,0.906,64.500,0.806,-0.054,0.656,0.817,0.250 +Brazil,2011,7.038,9.637,0.916,64.760,0.834,-0.072,0.662,0.807,0.268 +Brazil,2012,6.660,9.647,0.890,65.020,0.849,,0.623,0.755,0.350 +Brazil,2013,7.140,9.668,0.910,65.280,0.785,-0.095,0.707,0.818,0.276 +Brazil,2014,6.981,9.664,0.898,65.540,0.714,-0.115,0.710,0.788,0.274 +Brazil,2015,6.547,9.620,0.907,65.800,0.799,-0.016,0.771,0.755,0.325 +Brazil,2016,6.375,9.578,0.912,66.000,0.807,-0.100,0.781,0.763,0.302 +Brazil,2017,6.333,9.583,0.905,66.200,0.765,-0.175,0.794,0.716,0.308 +Brazil,2018,6.191,9.589,0.882,66.400,0.751,-0.117,0.763,0.750,0.350 +Brazil,2019,6.451,9.592,0.899,66.600,0.830,-0.062,0.762,0.761,0.337 +Brazil,2020,6.110,9.522,0.831,66.800,0.786,-0.053,0.729,0.692,0.389 +Bulgaria,2007,3.844,9.715,0.832,65.100,0.566,-0.138,0.976,0.594,0.226 +Bulgaria,2010,3.912,9.765,0.843,65.700,0.545,-0.144,0.941,0.546,0.238 +Bulgaria,2011,3.875,9.795,0.860,65.800,0.664,-0.228,0.948,0.534,0.271 +Bulgaria,2012,4.222,9.804,0.838,65.900,0.641,-0.172,0.938,0.573,0.237 +Bulgaria,2013,3.993,9.813,0.829,66.000,0.603,-0.191,0.962,0.623,0.278 +Bulgaria,2014,4.438,9.838,0.886,66.100,0.576,-0.055,0.955,0.628,0.236 +Bulgaria,2015,4.865,9.883,0.908,66.200,0.637,-0.200,0.941,0.643,0.214 +Bulgaria,2016,4.838,9.928,0.926,66.400,0.700,-0.170,0.936,0.622,0.172 +Bulgaria,2017,5.097,9.969,0.942,66.600,0.689,-0.154,0.911,0.614,0.189 +Bulgaria,2018,5.099,10.007,0.924,66.800,0.724,-0.176,0.952,0.639,0.189 +Bulgaria,2019,5.108,10.047,0.948,67.000,0.822,-0.109,0.943,0.663,0.200 +Bulgaria,2020,5.598,9.991,0.916,67.200,0.818,-0.004,0.901,0.706,0.221 +Burkina Faso,2006,3.801,7.367,0.796,46.660,0.588,0.028,0.798,0.716,0.266 +Burkina Faso,2007,4.017,7.377,0.771,47.420,0.582,-0.060,0.833,0.651,0.281 +Burkina Faso,2008,3.846,7.403,0.727,48.180,0.612,-0.101,0.887,0.523,0.304 +Burkina Faso,2010,4.036,7.453,0.773,49.700,0.587,-0.036,0.767,0.590,0.217 +Burkina Faso,2011,4.785,7.487,0.710,50.240,0.725,-0.105,0.707,0.579,0.205 +Burkina Faso,2012,3.955,7.520,0.744,50.780,0.622,-0.070,0.726,0.545,0.300 +Burkina Faso,2013,3.326,7.546,0.745,51.320,0.741,-0.016,0.765,0.630,0.287 +Burkina Faso,2014,3.481,7.559,0.742,51.860,0.710,-0.004,0.801,0.614,0.256 +Burkina Faso,2015,4.419,7.568,0.705,52.400,0.659,0.004,0.693,0.579,0.359 +Burkina Faso,2016,4.206,7.596,0.764,52.900,0.645,-0.001,0.721,0.616,0.337 +Burkina Faso,2017,4.647,7.627,0.785,53.400,0.614,-0.063,0.727,0.585,0.354 +Burkina Faso,2018,4.927,7.665,0.665,53.900,0.721,-0.013,0.757,0.711,0.343 +Burkina Faso,2019,4.741,7.691,0.683,54.400,0.678,-0.004,0.729,0.691,0.365 +Burundi,2008,3.563,6.719,0.291,49.020,0.260,-0.019,0.860,0.440,0.253 +Burundi,2009,3.792,6.723,0.326,49.660,0.427,-0.019,0.718,0.641,0.164 +Burundi,2011,3.706,6.748,0.422,50.680,0.490,-0.062,0.677,0.689,0.190 +Burundi,2014,2.905,6.787,0.565,51.820,0.431,-0.059,0.808,0.656,0.251 +Burundi,2018,3.775,6.635,0.485,53.400,0.646,-0.024,0.599,0.666,0.363 +Cambodia,2006,3.569,7.746,0.793,55.300,,0.255,0.829,0.719,0.341 +Cambodia,2007,4.156,7.829,0.675,56.100,0.819,0.116,0.879,,0.320 +Cambodia,2008,4.462,7.879,0.619,56.900,0.914,0.045,0.888,0.739,0.335 +Cambodia,2009,4.111,7.865,0.818,57.700,0.937,0.152,0.965,0.796,0.188 +Cambodia,2010,4.141,7.907,0.697,58.500,0.940,0.350,0.896,0.774,0.422 +Cambodia,2011,4.161,7.960,0.716,58.880,0.927,0.418,0.775,0.799,0.308 +Cambodia,2012,3.899,8.014,0.606,59.260,0.956,0.247,0.890,0.820,0.352 +Cambodia,2013,3.674,8.068,0.651,59.640,0.941,0.164,0.812,0.792,0.440 +Cambodia,2014,3.883,8.121,0.693,60.020,0.938,0.239,0.843,0.783,0.482 +Cambodia,2015,4.162,8.173,0.729,60.400,0.956,0.210,0.825,0.813,0.399 +Cambodia,2016,4.461,8.225,0.746,60.800,0.958,0.076,0.840,0.839,0.398 +Cambodia,2017,4.586,8.276,0.765,61.200,0.964,0.088,0.821,0.799,0.408 +Cambodia,2018,5.122,8.333,0.795,61.600,0.958,0.036,,0.845,0.414 +Cambodia,2019,4.998,8.387,0.759,62.000,0.957,0.013,0.828,0.844,0.390 +Cambodia,2020,4.377,8.362,0.724,62.400,0.963,0.052,0.863,0.878,0.390 +Cameroon,2006,3.851,8.007,0.690,45.980,0.653,-0.009,0.907,0.606,0.271 +Cameroon,2007,4.350,8.028,0.717,46.560,0.644,-0.031,0.910,0.635,0.249 +Cameroon,2008,4.292,8.034,0.697,47.140,0.580,-0.069,0.945,0.600,0.312 +Cameroon,2009,4.741,8.029,0.729,47.720,0.698,-0.017,0.925,0.593,0.250 +Cameroon,2010,4.554,8.035,0.759,48.300,0.792,0.002,0.875,0.606,0.274 +Cameroon,2011,4.434,8.048,0.738,48.700,0.817,-0.029,0.870,0.598,0.272 +Cameroon,2012,4.245,8.065,0.743,49.100,0.766,-0.032,0.898,0.618,0.284 +Cameroon,2013,4.271,8.090,0.760,49.500,0.794,-0.030,0.867,0.681,0.268 +Cameroon,2014,4.240,8.120,0.778,49.900,0.795,-0.071,0.856,0.623,0.216 +Cameroon,2015,5.038,8.149,0.646,50.300,0.791,0.049,0.868,0.651,0.346 +Cameroon,2016,4.816,8.167,0.659,51.100,0.713,-0.003,0.879,0.662,0.367 +Cameroon,2017,5.074,8.176,0.695,51.900,0.767,-0.028,0.844,0.632,0.377 +Cameroon,2018,5.251,8.190,0.677,52.700,0.816,0.036,0.884,0.642,0.356 +Cameroon,2019,4.937,8.203,0.711,53.500,0.712,-0.008,0.817,0.629,0.326 +Cameroon,2020,5.241,8.175,0.720,54.300,0.675,0.049,0.837,0.630,0.386 +Canada,2005,7.418,10.652,0.962,71.300,0.957,0.256,0.503,0.839,0.233 +Canada,2007,7.482,10.739,,71.660,0.930,0.249,0.406,0.872,0.257 +Canada,2008,7.486,10.738,0.939,71.840,0.926,0.262,0.370,0.890,0.202 +Canada,2009,7.488,10.697,0.943,72.020,0.915,0.246,0.413,0.867,0.248 +Canada,2010,7.650,10.717,0.954,72.200,0.934,0.230,0.413,0.879,0.233 +Canada,2011,7.426,10.738,0.922,72.360,0.951,0.253,0.433,0.881,0.248 +Canada,2012,7.415,10.744,0.948,72.520,0.918,0.290,0.466,0.857,0.229 +Canada,2013,7.594,10.757,0.936,72.680,0.916,0.316,0.406,0.851,0.263 +Canada,2014,7.304,10.775,0.918,72.840,0.939,0.270,0.442,0.833,0.259 +Canada,2015,7.413,10.774,0.939,73.000,0.931,0.253,0.427,0.845,0.286 +Canada,2016,7.245,10.773,0.924,73.200,0.912,0.211,0.385,0.825,0.237 +Canada,2017,7.415,10.792,0.934,73.400,0.945,0.163,0.362,0.863,0.218 +Canada,2018,7.175,10.798,0.923,73.600,0.946,0.106,0.372,0.824,0.259 +Canada,2019,7.109,10.800,0.925,73.800,0.912,0.112,0.436,0.822,0.285 +Canada,2020,7.025,10.730,0.931,74.000,0.887,0.050,0.434,0.796,0.307 +Central African Republic,2007,4.160,6.987,0.532,40.900,0.663,0.081,0.782,0.568,0.330 +Central African Republic,2010,3.568,7.091,0.483,42.700,0.690,-0.036,0.845,0.523,0.257 +Central African Republic,2011,3.678,7.125,0.387,43.080,0.780,-0.016,0.834,0.524,0.277 +Central African Republic,2016,2.693,6.785,0.290,44.900,0.624,0.033,0.859,0.579,0.494 +Central African Republic,2017,3.476,6.817,0.320,45.200,0.645,0.073,0.890,0.614,0.599 +Chad,2006,3.435,7.360,0.724,43.180,0.306,0.028,0.961,0.580,0.263 +Chad,2007,4.141,7.359,0.479,43.660,0.295,-0.011,0.874,0.614,0.245 +Chad,2008,4.632,7.356,0.571,44.140,0.527,0.063,0.944,0.569,0.225 +Chad,2009,3.639,7.364,0.646,44.620,0.401,0.021,0.931,0.557,0.221 +Chad,2010,3.743,7.457,0.734,45.100,0.505,0.025,0.858,0.545,0.287 +Chad,2011,4.393,7.425,0.819,45.420,0.540,0.031,0.876,0.591,0.289 +Chad,2012,4.033,7.476,0.673,45.740,0.563,-0.034,0.884,0.527,0.316 +Chad,2013,3.508,7.498,0.714,46.060,0.488,-0.045,0.882,0.462,0.314 +Chad,2014,3.460,7.532,0.733,46.380,0.567,-0.070,0.881,0.536,0.329 +Chad,2015,4.323,7.527,0.751,46.700,0.474,-0.029,0.889,0.607,0.358 +Chad,2016,4.029,7.431,0.616,47.200,0.525,0.052,0.820,0.582,0.468 +Chad,2017,4.559,7.370,0.661,47.700,0.615,0.008,0.792,0.628,0.538 +Chad,2018,4.486,7.363,0.577,48.200,0.650,0.024,0.763,0.553,0.544 +Chad,2019,4.251,7.365,0.640,48.700,0.537,0.055,0.832,0.587,0.460 +Chile,2006,6.063,9.850,0.836,68.660,0.744,0.168,0.634,0.804,0.348 +Chile,2007,5.698,9.887,0.815,68.720,0.662,0.244,0.723,0.767,0.342 +Chile,2008,5.789,9.911,0.804,68.780,0.640,0.084,0.741,0.757,0.330 +Chile,2009,6.494,9.885,0.832,68.840,0.747,0.149,0.734,0.808,0.300 +Chile,2010,6.636,9.931,0.857,68.900,0.786,0.108,0.702,0.809,0.300 +Chile,2011,6.526,9.980,0.819,69.040,0.701,0.112,0.753,0.804,0.317 +Chile,2012,6.599,10.023,0.855,69.180,0.734,0.195,0.782,0.815,0.288 +Chile,2013,6.740,10.053,0.862,69.320,0.737,0.085,0.741,0.855,0.285 +Chile,2014,6.844,10.059,0.862,69.460,0.733,0.217,0.758,0.870,0.276 +Chile,2015,6.533,10.070,0.827,69.600,0.769,0.041,0.812,0.803,0.333 +Chile,2016,6.579,10.074,0.841,69.700,0.652,0.102,0.858,0.869,0.283 +Chile,2017,6.320,10.072,0.880,69.800,0.790,-0.020,0.836,0.838,0.291 +Chile,2018,6.436,10.097,0.890,69.900,0.789,-0.060,0.816,0.833,0.276 +Chile,2019,5.942,10.095,0.869,70.000,0.659,-0.103,0.860,0.809,0.337 +Chile,2020,6.151,10.020,0.888,70.100,0.781,0.033,0.812,0.815,0.336 +China,2006,4.560,8.696,0.747,66.880,,,,0.809,0.170 +China,2007,4.863,8.824,0.811,67.060,,-0.176,,0.817,0.159 +China,2008,4.846,8.911,0.748,67.240,0.853,-0.092,,0.817,0.147 +China,2009,4.454,8.996,0.798,67.420,0.771,-0.160,,0.786,0.162 +China,2010,4.653,9.092,0.768,67.600,0.805,-0.133,,0.765,0.158 +China,2011,5.037,9.179,0.787,67.760,0.824,-0.186,,0.820,0.134 +China,2012,5.095,9.249,0.788,67.920,0.808,-0.185,,0.821,0.159 +China,2013,5.241,9.319,0.778,68.080,0.805,-0.158,,0.836,0.142 +China,2014,5.196,9.386,0.820,68.240,,-0.217,,0.854,0.112 +China,2015,5.304,9.449,0.794,68.400,,-0.244,,0.809,0.171 +China,2016,5.325,9.510,0.742,68.700,,-0.228,,0.826,0.146 +China,2017,5.099,9.571,0.772,69.000,0.878,-0.175,,0.821,0.214 +China,2018,5.131,9.632,0.788,69.300,0.895,-0.159,,0.856,0.190 +China,2019,5.144,9.688,0.822,69.600,0.927,-0.173,,0.891,0.147 +China,2020,5.771,9.702,0.808,69.900,0.891,-0.103,,0.789,0.245 +Colombia,2006,6.025,9.277,0.910,65.220,0.805,-0.015,0.808,0.800,0.326 +Colombia,2007,6.138,9.330,0.894,65.340,0.786,-0.040,0.860,0.808,0.287 +Colombia,2008,6.168,9.351,0.880,65.460,0.795,-0.042,0.763,0.803,0.307 +Colombia,2009,6.272,9.351,0.886,65.580,0.757,-0.055,0.837,0.843,0.273 +Colombia,2010,6.408,9.384,0.893,65.700,0.816,-0.050,0.815,0.831,0.265 +Colombia,2011,6.464,9.442,0.904,65.920,0.811,-0.073,0.847,0.832,0.286 +Colombia,2012,6.375,9.471,0.914,66.140,0.828,-0.009,0.868,0.846,0.294 +Colombia,2013,6.607,9.512,0.901,66.360,0.841,-0.071,0.898,0.851,0.278 +Colombia,2014,6.449,9.546,0.907,66.580,0.801,-0.090,0.887,0.847,0.278 +Colombia,2015,6.388,9.564,0.890,66.800,0.791,-0.100,0.843,0.839,0.292 +Colombia,2016,6.234,9.571,0.882,67.100,0.835,-0.100,0.898,0.794,0.294 +Colombia,2017,6.157,9.569,0.909,67.400,0.838,-0.157,0.875,0.837,0.299 +Colombia,2018,5.984,9.579,0.871,67.700,0.851,-0.148,0.855,0.825,0.301 +Colombia,2019,6.350,9.598,0.873,68.000,0.822,-0.172,0.854,0.822,0.322 +Colombia,2020,5.709,9.495,0.797,68.300,0.840,-0.085,0.808,0.795,0.340 +Comoros,2009,3.476,7.952,0.629,54.360,0.508,-0.074,0.838,0.672,0.167 +Comoros,2010,3.812,7.965,0.721,54.700,0.529,0.005,0.741,0.728,0.178 +Comoros,2011,3.838,7.981,0.722,55.020,0.500,-0.075,0.732,0.667,0.173 +Comoros,2012,3.956,7.988,0.719,55.340,0.534,-0.121,0.651,0.612,0.212 +Comoros,2018,3.973,8.028,0.621,57.200,0.560,0.086,0.794,0.748,0.337 +Comoros,2019,4.609,8.033,0.632,57.500,0.538,0.077,0.762,0.736,0.336 +Congo (Brazzaville),2008,3.820,8.082,0.555,52.200,0.526,-0.098,,0.573,0.298 +Congo (Brazzaville),2011,4.510,8.180,0.637,54.580,0.745,-0.109,0.833,0.621,0.288 +Congo (Brazzaville),2012,3.919,8.192,0.622,54.960,0.773,-0.112,0.800,0.564,0.323 +Congo (Brazzaville),2013,3.955,8.201,0.680,55.340,0.726,-0.078,0.752,0.610,0.291 +Congo (Brazzaville),2014,4.056,8.242,0.686,55.720,0.662,-0.110,0.808,0.595,0.400 +Congo (Brazzaville),2015,4.691,8.243,0.642,56.100,0.850,-0.104,0.841,0.606,0.261 +Congo (Brazzaville),2016,4.119,8.190,0.615,56.700,0.786,-0.072,0.790,0.610,0.304 +Congo (Brazzaville),2017,4.884,8.146,0.655,57.300,0.778,-0.131,0.763,0.599,0.382 +Congo (Brazzaville),2018,5.490,8.136,0.621,57.900,0.699,-0.092,0.738,0.588,0.448 +Congo (Brazzaville),2019,5.213,8.101,0.625,58.500,0.686,-0.046,0.741,0.645,0.405 +Congo (Kinshasa),2009,3.984,6.728,0.733,49.340,0.556,-0.022,0.824,0.491,0.283 +Congo (Kinshasa),2011,4.517,6.797,0.744,50.340,0.631,-0.025,0.856,0.617,0.208 +Congo (Kinshasa),2012,4.639,6.832,0.770,50.780,0.557,-0.035,0.807,0.634,0.230 +Congo (Kinshasa),2013,4.497,6.880,0.830,51.220,0.480,0.012,0.913,0.589,0.187 +Congo (Kinshasa),2014,4.414,6.937,0.822,51.660,0.556,0.009,0.814,0.559,0.305 +Congo (Kinshasa),2015,3.903,6.971,0.767,52.100,0.574,-0.048,0.866,0.589,0.301 +Congo (Kinshasa),2016,4.522,6.962,0.864,52.500,0.637,-0.024,0.875,0.646,0.222 +Congo (Kinshasa),2017,4.311,6.966,0.670,52.900,0.704,0.068,0.809,0.551,0.404 +Costa Rica,2006,7.082,9.565,0.937,69.940,0.882,0.060,0.798,0.868,0.236 +Costa Rica,2007,7.432,9.630,0.918,69.880,0.923,0.098,0.820,0.875,0.240 +Costa Rica,2008,6.851,9.662,0.916,69.820,0.912,0.096,0.816,0.844,0.233 +Costa Rica,2009,7.615,9.639,0.900,69.760,0.886,0.065,0.787,0.876,0.217 +Costa Rica,2010,7.271,9.675,0.915,69.700,0.881,0.047,0.763,0.886,0.221 +Costa Rica,2011,7.229,9.705,0.892,69.900,0.926,-0.033,0.837,0.876,0.269 +Costa Rica,2012,7.272,9.740,0.902,70.100,0.929,0.046,0.794,0.897,0.263 +Costa Rica,2013,7.158,9.751,0.902,70.300,0.898,0.018,0.813,0.850,0.278 +Costa Rica,2014,7.247,9.775,0.914,70.500,0.927,0.010,0.788,0.837,0.290 +Costa Rica,2015,6.854,9.799,0.878,70.700,0.907,-0.059,0.761,0.850,0.286 +Costa Rica,2016,7.136,9.830,0.901,70.900,0.873,-0.032,0.781,0.874,0.281 +Costa Rica,2017,7.225,9.858,0.922,71.100,0.936,-0.076,0.742,0.874,0.275 +Costa Rica,2018,7.141,9.874,0.876,71.300,0.942,-0.107,0.781,0.870,0.326 +Costa Rica,2019,6.998,9.885,0.906,71.500,0.927,-0.146,0.836,0.848,0.303 +Croatia,2007,5.821,10.162,0.910,67.120,0.662,-0.092,0.934,0.586,0.337 +Croatia,2009,5.433,10.104,0.861,67.640,0.549,-0.271,0.958,0.637,0.272 +Croatia,2010,5.596,10.091,0.796,67.900,0.564,-0.237,0.973,0.607,0.259 +Croatia,2011,5.385,10.091,0.790,68.000,0.517,-0.198,0.977,0.598,0.273 +Croatia,2012,6.028,10.072,0.776,68.100,0.542,-0.242,0.924,0.622,0.271 +Croatia,2013,5.885,10.069,0.751,68.200,0.627,-0.204,0.936,0.590,0.285 +Croatia,2014,5.381,10.072,0.646,68.300,0.519,0.132,0.918,0.596,0.286 +Croatia,2015,5.205,10.104,0.768,68.400,0.694,-0.096,0.849,0.609,0.294 +Croatia,2016,5.417,10.146,0.798,69.000,0.672,-0.065,0.884,0.614,0.337 +Croatia,2017,5.343,10.189,0.770,69.600,0.716,-0.104,0.892,0.655,0.316 +Croatia,2018,5.536,10.224,0.910,70.200,0.691,-0.151,0.925,0.582,0.290 +Croatia,2019,5.626,10.258,0.936,70.800,0.739,-0.137,0.932,0.551,0.269 +Croatia,2020,6.508,10.166,0.923,71.400,0.837,-0.063,0.961,0.743,0.286 +Cuba,2006,5.418,,0.970,68.440,0.281,,,0.647,0.277 +Cyprus,2006,6.238,10.566,0.878,71.440,0.836,0.018,0.712,0.829,0.253 +Cyprus,2009,6.833,10.558,0.812,72.160,0.775,0.054,0.801,0.746,0.329 +Cyprus,2010,6.387,10.551,0.822,72.400,0.755,0.073,0.833,0.786,0.296 +Cyprus,2011,6.690,10.530,0.844,72.540,0.745,0.180,0.841,0.763,0.272 +Cyprus,2012,6.181,10.479,0.767,72.680,0.725,0.098,0.871,0.755,0.369 +Cyprus,2013,5.439,10.414,0.744,72.820,0.656,0.102,0.867,0.748,0.420 +Cyprus,2014,5.627,10.406,0.770,72.960,0.715,0.060,0.868,0.737,0.397 +Cyprus,2015,5.439,10.445,0.770,73.100,0.628,0.114,0.893,0.747,0.383 +Cyprus,2016,5.795,10.506,0.786,73.300,0.756,-0.030,0.898,0.742,0.336 +Cyprus,2017,6.062,10.539,0.819,73.500,0.812,0.043,0.851,0.784,0.301 +Cyprus,2018,6.276,10.567,0.826,73.700,0.794,-0.022,0.848,0.750,0.298 +Cyprus,2019,6.137,10.585,0.776,73.900,0.740,-0.008,0.865,0.763,0.290 +Cyprus,2020,6.260,,0.806,74.100,0.763,,0.816,0.759,0.284 +Czech Republic,2005,6.439,10.324,0.919,67.000,0.865,,0.901,0.723,0.258 +Czech Republic,2007,6.500,10.437,0.900,67.440,0.799,-0.063,0.928,0.736,0.277 +Czech Republic,2010,6.250,10.419,0.934,68.100,0.779,-0.042,0.926,0.641,0.244 +Czech Republic,2011,6.331,10.435,0.914,68.240,0.787,-0.106,0.950,0.601,0.253 +Czech Republic,2012,6.334,10.426,0.912,68.380,0.740,-0.154,0.957,0.609,0.257 +Czech Republic,2013,6.698,10.420,0.888,68.520,0.726,-0.156,0.916,0.720,0.253 +Czech Republic,2014,6.484,10.446,0.878,68.660,0.800,-0.168,0.897,0.678,0.235 +Czech Republic,2015,6.608,10.496,0.911,68.800,0.808,-0.146,0.886,0.751,0.206 +Czech Republic,2016,6.736,10.518,0.931,69.300,0.850,-0.197,0.900,0.756,0.201 +Czech Republic,2017,6.790,10.558,0.901,69.800,0.832,-0.177,0.867,0.739,0.227 +Czech Republic,2018,7.034,10.583,0.929,70.300,0.790,-0.292,0.851,0.714,0.178 +Czech Republic,2020,6.897,10.530,0.964,71.300,0.906,-0.127,0.884,0.832,0.290 +Denmark,2005,8.019,10.851,0.972,69.600,0.971,,0.237,0.860,0.154 +Denmark,2007,7.834,10.891,0.954,69.920,0.932,0.240,0.206,0.828,0.194 +Denmark,2008,7.971,10.880,0.954,70.080,0.970,0.272,0.248,0.757,0.163 +Denmark,2009,7.683,10.824,0.939,70.240,0.949,0.264,0.206,0.749,0.234 +Denmark,2010,7.771,10.839,0.975,70.400,0.944,0.242,0.175,0.785,0.155 +Denmark,2011,7.788,10.848,0.962,70.620,0.935,0.298,0.220,0.769,0.175 +Denmark,2012,7.520,10.846,0.951,70.840,0.933,0.139,0.187,0.774,0.209 +Denmark,2013,7.589,10.851,0.965,71.060,0.920,0.215,0.170,0.862,0.195 +Denmark,2014,7.508,10.862,0.956,71.280,0.942,0.118,0.237,0.832,0.233 +Denmark,2015,7.514,10.878,0.960,71.500,0.941,0.222,0.191,0.829,0.218 +Denmark,2016,7.558,10.903,0.954,71.800,0.948,0.138,0.210,0.836,0.208 +Denmark,2017,7.594,10.916,0.952,72.100,0.955,0.155,0.181,0.824,0.206 +Denmark,2018,7.649,10.935,0.958,72.400,0.935,0.018,0.151,0.821,0.206 +Denmark,2019,7.693,10.954,0.958,72.700,0.963,0.020,0.174,0.862,0.181 +Denmark,2020,7.515,10.910,0.947,73.000,0.938,0.052,0.214,0.818,0.227 +Djibouti,2008,5.009,8.111,0.690,53.260,0.773,0.129,0.576,0.755,0.120 +Djibouti,2009,4.906,7.927,0.901,53.780,0.649,0.005,0.634,0.662,0.232 +Djibouti,2010,5.006,7.812,,54.300,0.764,-0.058,0.597,, +Djibouti,2011,4.369,7.880,0.633,54.700,0.746,-0.057,0.519,0.579,0.181 +Dominican Republic,2006,5.088,9.314,0.919,62.680,0.858,0.038,0.755,0.748,0.274 +Dominican Republic,2007,5.081,9.372,0.848,62.960,0.886,-0.008,0.772,0.767,0.260 +Dominican Republic,2008,4.842,9.391,0.850,63.240,0.848,-0.045,0.728,0.732,0.329 +Dominican Republic,2009,5.432,9.388,0.878,63.520,0.863,-0.053,0.806,0.785,0.280 +Dominican Republic,2010,4.735,9.456,0.860,63.800,0.824,-0.075,0.780,0.787,0.282 +Dominican Republic,2011,5.397,9.475,0.872,64.020,0.848,0.014,0.788,0.809,0.300 +Dominican Republic,2012,4.753,9.489,0.879,64.240,0.840,-0.062,0.727,0.797,0.297 +Dominican Republic,2013,5.016,9.525,0.878,64.460,0.889,0.021,0.752,0.793,0.295 +Dominican Republic,2014,5.387,9.582,0.891,64.680,0.905,-0.020,0.760,0.798,0.300 +Dominican Republic,2015,5.062,9.637,0.893,64.900,0.856,-0.065,0.755,0.714,0.295 +Dominican Republic,2016,5.239,9.691,0.895,65.200,0.873,-0.080,0.737,0.760,0.278 +Dominican Republic,2017,5.605,9.725,0.894,65.500,0.855,-0.121,0.760,0.739,0.275 +Dominican Republic,2018,5.433,9.782,0.862,65.800,0.867,-0.150,0.762,0.745,0.291 +Dominican Republic,2019,6.004,9.821,0.884,66.100,0.877,-0.123,0.746,0.784,0.264 +Dominican Republic,2020,5.168,9.802,0.806,66.400,0.835,-0.128,0.636,0.734,0.314 +Ecuador,2006,5.024,9.186,0.910,66.080,0.671,-0.091,0.901,0.825,0.357 +Ecuador,2007,4.996,9.191,0.839,66.260,0.670,-0.063,0.830,0.833,0.286 +Ecuador,2008,5.297,9.236,0.829,66.440,0.640,-0.094,0.801,0.843,0.283 +Ecuador,2009,6.022,9.225,0.779,66.620,0.737,-0.108,0.774,0.840,0.256 +Ecuador,2010,5.838,9.244,0.839,66.800,0.723,-0.063,0.806,0.826,0.220 +Ecuador,2011,5.795,9.304,0.818,66.960,0.788,-0.155,0.702,0.862,0.271 +Ecuador,2012,5.961,9.344,0.785,67.120,0.825,-0.084,0.730,0.847,0.333 +Ecuador,2013,6.019,9.377,0.801,67.280,0.787,-0.191,0.646,0.851,0.267 +Ecuador,2014,5.946,9.399,0.831,67.440,0.719,-0.167,0.661,0.859,0.306 +Ecuador,2015,5.964,9.384,0.856,67.600,0.801,-0.114,0.666,0.851,0.323 +Ecuador,2016,6.115,9.355,0.842,67.900,0.846,-0.015,0.774,0.846,0.365 +Ecuador,2017,5.840,9.360,0.849,68.200,0.879,-0.167,0.734,0.829,0.314 +Ecuador,2018,6.128,9.355,0.851,68.500,0.869,-0.099,0.831,0.876,0.328 +Ecuador,2019,5.809,9.339,0.808,68.800,0.830,-0.115,0.839,0.811,0.374 +Ecuador,2020,5.354,9.244,0.804,69.100,0.829,-0.157,0.855,0.790,0.416 +Egypt,2005,5.168,9.036,0.848,59.700,0.817,,,0.735,0.346 +Egypt,2007,5.541,9.135,0.686,59.820,0.609,-0.121,,0.665,0.355 +Egypt,2008,4.632,9.186,0.738,59.880,,-0.087,0.914,0.683,0.301 +Egypt,2009,5.066,9.213,0.744,59.940,0.611,-0.100,0.801,0.642,0.339 +Egypt,2010,4.669,9.244,0.769,60.000,0.486,-0.076,0.826,0.567,0.276 +Egypt,2011,4.174,9.240,0.753,60.160,0.590,-0.151,0.859,0.529,0.353 +Egypt,2012,4.204,9.240,0.737,60.320,0.452,-0.138,0.880,0.527,0.398 +Egypt,2013,3.559,9.239,0.675,60.480,0.474,-0.141,0.913,0.551,0.483 +Egypt,2014,4.885,9.245,0.619,60.640,0.578,-0.126,0.749,0.543,0.327 +Egypt,2015,4.763,9.266,0.730,60.800,0.659,-0.089,0.684,0.610,0.344 +Egypt,2016,4.557,9.287,0.809,61.100,0.656,-0.141,0.818,0.611,0.370 +Egypt,2017,3.929,9.307,0.638,61.400,0.593,-0.152,,0.539,0.414 +Egypt,2018,4.005,9.338,0.759,61.700,0.682,-0.215,,0.492,0.285 +Egypt,2019,4.328,9.373,0.772,62.000,0.774,-0.199,,0.517,0.313 +Egypt,2020,4.472,9.383,0.673,62.300,0.770,-0.112,,0.599,0.442 +El Salvador,2006,5.701,8.873,0.878,62.920,0.683,-0.056,0.807,0.864,0.233 +El Salvador,2007,5.296,8.887,0.717,63.240,0.639,-0.015,0.785,0.869,0.220 +El Salvador,2008,5.191,8.908,0.747,63.560,0.636,-0.078,0.735,0.842,0.232 +El Salvador,2009,6.839,8.883,0.734,63.880,0.671,-0.103,0.648,0.850,0.243 +El Salvador,2010,6.740,8.900,0.757,64.200,0.669,-0.064,0.694,0.814,0.302 +El Salvador,2011,4.741,8.933,0.731,64.400,0.747,-0.126,0.707,0.875,0.336 +El Salvador,2012,5.934,8.956,0.806,64.600,0.683,-0.155,0.786,0.831,0.365 +El Salvador,2013,6.325,8.974,0.827,64.800,0.716,-0.150,0.772,0.828,0.317 +El Salvador,2014,5.857,8.986,0.798,65.000,0.778,-0.194,0.781,0.837,0.330 +El Salvador,2015,6.018,9.005,0.791,65.200,0.733,-0.156,0.805,0.826,0.333 +El Salvador,2016,6.140,9.025,0.794,65.500,0.800,-0.185,0.797,0.761,0.346 +El Salvador,2017,6.339,9.042,0.829,65.800,0.758,-0.172,0.778,0.849,0.268 +El Salvador,2018,6.241,9.061,0.820,66.100,0.863,-0.095,0.801,0.860,0.270 +El Salvador,2019,6.455,9.080,0.764,66.400,0.877,-0.109,0.682,0.871,0.271 +El Salvador,2020,5.462,9.019,0.696,66.700,0.924,-0.126,0.583,0.839,0.329 +Estonia,2006,5.371,10.270,0.910,64.860,0.749,-0.264,0.797,0.655,0.215 +Estonia,2007,5.332,10.347,0.896,65.320,0.712,-0.246,0.743,0.666,0.176 +Estonia,2008,5.452,10.298,0.904,65.780,0.642,-0.217,0.663,0.597,0.218 +Estonia,2009,5.138,10.144,0.874,66.240,0.611,-0.230,0.793,0.598,0.243 +Estonia,2011,5.487,10.248,0.909,66.960,0.735,-0.168,0.687,0.651,0.205 +Estonia,2012,5.364,10.282,0.889,67.220,0.697,-0.192,0.793,0.647,0.199 +Estonia,2013,5.367,10.299,0.901,67.480,0.754,-0.201,0.726,0.702,0.199 +Estonia,2014,5.556,10.331,0.917,67.740,0.773,-0.153,0.652,0.680,0.203 +Estonia,2015,5.629,10.348,0.918,68.000,0.815,-0.164,0.569,0.723,0.183 +Estonia,2016,5.650,10.374,0.938,68.200,0.843,-0.149,0.639,0.726,0.177 +Estonia,2017,5.938,10.429,0.936,68.400,0.862,-0.101,0.668,0.805,0.160 +Estonia,2018,6.091,10.472,0.933,68.600,0.886,-0.141,0.621,0.795,0.163 +Estonia,2019,6.035,10.511,0.934,68.800,0.887,-0.096,0.576,0.804,0.156 +Estonia,2020,6.453,10.459,0.958,69.000,0.954,-0.082,0.398,0.807,0.188 +Ethiopia,2012,4.561,7.271,0.659,55.200,0.776,-0.044,,0.668,0.137 +Ethiopia,2013,4.445,7.343,0.602,55.800,0.707,-0.008,0.750,0.643,0.213 +Ethiopia,2014,4.507,7.413,0.640,56.400,0.694,0.080,0.702,0.738,0.303 +Ethiopia,2015,4.573,7.484,0.626,57.000,0.803,0.113,0.567,0.714,0.237 +Ethiopia,2016,4.298,7.547,0.719,57.500,0.744,0.038,0.703,0.727,0.254 +Ethiopia,2017,4.180,7.612,0.734,58.000,0.717,0.001,0.757,0.609,0.304 +Ethiopia,2018,4.379,7.651,0.740,58.500,0.740,0.039,0.799,0.660,0.272 +Ethiopia,2019,4.100,7.705,0.748,59.000,0.754,0.053,0.732,0.631,0.283 +Ethiopia,2020,4.549,7.711,0.823,59.500,0.769,0.188,0.784,0.669,0.252 +Finland,2006,7.672,10.745,0.965,69.760,0.969,-0.005,0.132,0.722,0.172 +Finland,2008,7.671,10.796,0.951,70.080,0.934,0.028,0.217,0.773,0.144 +Finland,2010,7.393,10.734,0.935,70.400,0.916,0.091,0.413,0.832,0.202 +Finland,2011,7.354,10.754,0.938,70.640,0.936,0.101,0.320,0.773,0.205 +Finland,2012,7.420,10.735,0.928,70.880,0.921,-0.001,0.361,0.796,0.202 +Finland,2013,7.445,10.722,0.941,71.120,0.919,0.040,0.306,0.769,0.195 +Finland,2014,7.385,10.714,0.952,71.360,0.933,-0.001,0.265,0.784,0.199 +Finland,2015,7.448,10.716,0.948,71.600,0.930,0.111,0.223,0.751,0.191 +Finland,2016,7.660,10.740,0.954,71.700,0.948,-0.027,0.250,0.797,0.182 +Finland,2017,7.788,10.768,0.964,71.800,0.962,-0.002,0.192,0.787,0.176 +Finland,2018,7.858,10.783,0.962,71.900,0.938,-0.127,0.199,0.782,0.182 +Finland,2019,7.780,10.792,0.937,72.000,0.948,-0.052,0.195,0.755,0.181 +Finland,2020,7.889,10.750,0.962,72.100,0.962,-0.116,0.164,0.744,0.193 +France,2005,7.093,10.642,0.940,71.300,0.895,,0.688,0.769,0.225 +France,2006,6.583,10.659,0.944,71.480,0.789,0.126,0.699,0.777,0.289 +France,2008,7.008,10.674,0.935,71.840,0.833,-0.031,0.669,0.746,0.281 +France,2009,6.283,10.639,0.918,72.020,0.798,-0.082,0.654,0.763,0.303 +France,2010,6.798,10.654,0.943,72.200,0.850,-0.104,0.623,0.790,0.261 +France,2011,6.959,10.671,0.921,72.400,0.903,-0.102,0.627,0.781,0.281 +France,2012,6.649,10.669,0.937,72.600,0.841,-0.149,0.608,0.754,0.253 +France,2013,6.667,10.669,0.908,72.800,0.878,-0.125,0.699,0.800,0.205 +France,2014,6.467,10.674,0.878,73.000,0.803,-0.118,0.656,0.811,0.216 +France,2015,6.358,10.682,0.896,73.200,0.817,-0.139,0.641,0.786,0.215 +France,2016,6.475,10.690,0.885,73.400,0.787,-0.091,0.623,0.773,0.270 +France,2017,6.635,10.711,0.931,73.600,0.834,-0.123,0.601,0.762,0.242 +France,2018,6.666,10.727,0.921,73.800,0.816,-0.138,0.582,0.767,0.282 +France,2019,6.690,10.740,0.958,74.000,0.827,-0.133,0.568,0.735,0.250 +France,2020,6.714,10.643,0.947,74.200,0.823,-0.169,0.565,0.732,0.231 +Gabon,2011,4.255,9.608,0.653,55.480,0.772,-0.211,0.851,0.591,0.264 +Gabon,2012,3.972,9.621,0.736,56.160,0.566,-0.195,0.810,0.470,0.266 +Gabon,2013,3.800,9.638,0.733,56.840,0.682,-0.146,0.780,0.510,0.287 +Gabon,2014,3.918,9.644,0.829,57.520,0.607,-0.198,0.782,0.539,0.293 +Gabon,2015,4.661,9.649,0.756,58.200,0.671,-0.194,0.867,0.626,0.372 +Gabon,2016,4.832,9.639,0.780,58.700,0.699,-0.204,0.817,0.640,0.432 +Gabon,2017,4.782,9.616,0.807,59.200,0.652,-0.228,0.868,0.634,0.446 +Gabon,2018,4.783,9.599,0.785,59.700,0.719,-0.197,0.823,0.641,0.418 +Gabon,2019,4.914,9.607,0.763,60.200,0.736,-0.203,0.846,0.693,0.413 +Gambia,2017,4.118,7.637,0.697,54.700,0.812,0.111,0.572,0.838,0.277 +Gambia,2018,4.922,7.671,0.685,55.000,0.719,0.440,0.691,0.804,0.379 +Gambia,2019,5.164,7.699,0.694,55.300,0.677,0.410,0.798,0.773,0.401 +Georgia,2006,3.675,8.993,0.647,65.120,0.553,-0.267,0.752,0.433,0.269 +Georgia,2007,3.707,9.117,0.548,65.040,0.464,-0.267,0.697,0.427,0.236 +Georgia,2008,4.156,9.144,0.608,64.960,0.614,-0.224,0.498,0.441,0.262 +Georgia,2009,3.801,9.116,0.544,64.880,0.495,-0.233,0.535,0.492,0.242 +Georgia,2010,4.102,9.184,0.540,64.800,0.558,-0.248,0.460,0.502,0.243 +Georgia,2011,4.203,9.263,0.503,64.860,0.632,-0.255,0.353,0.515,0.247 +Georgia,2012,4.254,9.332,0.533,64.920,0.659,-0.269,0.321,0.559,0.250 +Georgia,2013,4.349,9.371,0.559,64.980,0.722,-0.254,0.349,0.595,0.200 +Georgia,2014,4.288,9.414,0.558,65.040,0.720,-0.233,0.416,0.570,0.204 +Georgia,2015,4.122,9.442,0.517,65.100,0.640,-0.205,0.502,0.547,0.233 +Georgia,2016,4.448,9.470,0.533,64.900,0.606,-0.249,0.561,0.564,0.223 +Georgia,2017,4.451,9.517,0.590,64.700,0.821,-0.244,0.590,0.581,0.210 +Georgia,2018,4.659,9.565,0.617,64.500,0.775,-0.233,0.755,0.573,0.244 +Georgia,2019,4.892,9.617,0.675,64.300,0.811,-0.260,0.647,0.604,0.244 +Georgia,2020,5.123,9.569,0.718,64.100,0.764,-0.221,0.583,0.611,0.295 +Germany,2005,6.620,10.689,0.963,70.200,0.847,,0.781,0.776,0.197 +Germany,2007,6.417,10.759,0.926,70.480,0.801,0.167,0.792,0.732,0.231 +Germany,2008,6.522,10.770,0.923,70.620,0.766,,0.758,0.787,0.220 +Germany,2009,6.641,10.714,0.935,70.760,0.844,0.127,0.690,0.792,0.206 +Germany,2010,6.725,10.756,0.939,70.900,0.843,0.095,0.688,0.794,0.182 +Germany,2011,6.621,10.813,0.947,70.980,0.906,0.033,0.677,0.794,0.165 +Germany,2012,6.702,10.816,0.926,71.060,0.904,0.071,0.679,0.804,0.170 +Germany,2013,6.965,10.817,0.931,71.140,0.894,0.024,0.566,0.743,0.205 +Germany,2014,6.984,10.835,0.938,71.220,0.899,0.088,0.474,0.785,0.188 +Germany,2015,7.037,10.844,0.926,71.300,0.889,0.178,0.412,0.765,0.203 +Germany,2016,6.874,10.858,0.906,71.600,0.871,0.148,0.446,0.738,0.187 +Germany,2017,7.074,10.878,0.892,71.900,0.841,0.145,0.414,0.737,0.196 +Germany,2018,7.118,10.890,0.920,72.200,0.877,0.034,0.496,0.780,0.243 +Germany,2019,7.035,10.893,0.886,72.500,0.885,0.057,0.462,0.751,0.226 +Germany,2020,7.312,10.833,0.905,72.800,0.864,-0.060,0.424,0.760,0.206 +Ghana,2006,4.535,8.073,0.728,52.340,0.849,0.213,0.814,0.671,0.198 +Ghana,2007,5.220,8.090,0.730,52.780,0.891,0.138,0.771,0.686,0.217 +Ghana,2008,4.965,8.152,0.622,53.220,0.838,0.120,0.863,0.717,0.172 +Ghana,2009,4.198,8.174,0.633,53.660,0.757,0.005,0.890,0.774,0.198 +Ghana,2010,4.606,8.225,0.739,54.100,0.891,0.074,0.875,0.783,0.184 +Ghana,2011,5.608,8.332,0.724,54.480,0.852,0.011,0.790,0.744,0.209 +Ghana,2012,5.057,8.397,0.685,54.860,0.679,0.040,0.898,0.760,0.152 +Ghana,2013,4.965,8.445,0.676,55.240,0.794,-0.065,0.880,0.691,0.211 +Ghana,2014,3.860,8.450,0.651,55.620,0.677,0.001,0.913,0.696,0.280 +Ghana,2015,3.986,8.449,0.687,56.000,0.852,-0.038,0.945,0.690,0.265 +Ghana,2016,4.514,8.460,0.647,56.400,0.751,0.090,0.894,0.668,0.305 +Ghana,2017,5.481,8.517,0.669,56.800,0.783,0.079,0.839,0.703,0.248 +Ghana,2018,5.004,8.555,0.761,57.200,0.817,0.062,0.846,0.747,0.250 +Ghana,2019,4.967,8.596,0.746,57.600,0.787,0.116,0.857,0.682,0.270 +Ghana,2020,5.319,8.590,0.643,58.000,0.824,0.200,0.847,0.713,0.253 +Greece,2005,6.006,10.462,0.837,70.500,0.734,,0.861,0.692,0.264 +Greece,2007,6.647,10.543,0.808,70.900,0.575,-0.190,0.845,0.738,0.222 +Greece,2009,6.039,10.491,0.793,71.300,0.443,-0.293,0.959,0.649,0.254 +Greece,2010,5.840,10.433,0.868,71.500,0.484,-0.303,0.954,0.634,0.292 +Greece,2011,5.372,10.339,0.852,71.560,0.528,-0.316,0.941,0.591,0.323 +Greece,2012,5.096,10.268,0.812,71.620,0.373,-0.305,0.959,0.581,0.352 +Greece,2013,4.720,10.243,0.687,71.680,0.426,-0.272,0.941,0.689,0.482 +Greece,2014,4.756,10.257,0.832,71.740,0.369,-0.288,0.930,0.695,0.385 +Greece,2015,5.623,10.259,0.835,71.800,0.532,-0.272,0.824,0.740,0.277 +Greece,2016,5.303,10.261,0.803,72.000,0.482,-0.260,0.898,0.701,0.336 +Greece,2017,5.148,10.278,0.753,72.200,0.438,-0.290,0.872,0.603,0.333 +Greece,2018,5.409,10.299,0.794,72.400,0.564,-0.335,0.860,0.666,0.255 +Greece,2019,5.952,10.319,0.891,72.600,0.614,-0.289,0.848,0.668,0.236 +Greece,2020,5.788,10.215,0.779,72.800,0.565,-0.241,0.764,0.684,0.322 +Guatemala,2006,5.901,8.850,0.830,60.740,0.663,0.172,0.706,0.818,0.287 +Guatemala,2007,6.330,8.891,0.866,61.080,0.628,0.136,0.810,0.819,0.224 +Guatemala,2008,6.414,8.904,0.866,61.420,0.630,0.206,0.796,0.834,0.234 +Guatemala,2009,6.452,8.891,0.834,61.760,0.643,0.197,0.755,0.829,0.240 +Guatemala,2010,6.290,8.901,0.859,62.100,0.696,0.166,0.795,0.850,0.236 +Guatemala,2011,5.743,8.923,0.768,62.460,0.763,0.009,0.863,0.844,0.289 +Guatemala,2012,5.856,8.935,0.802,62.820,0.865,0.020,0.821,0.863,0.349 +Guatemala,2013,5.985,8.953,0.830,63.180,0.884,0.045,0.817,0.867,0.333 +Guatemala,2014,6.536,8.980,0.834,63.540,0.843,0.108,0.804,0.835,0.305 +Guatemala,2015,6.465,9.003,0.823,63.900,0.869,0.051,0.822,0.851,0.311 +Guatemala,2016,6.359,9.013,0.811,64.200,0.863,0.011,0.812,0.846,0.321 +Guatemala,2017,6.325,9.026,0.826,64.500,0.915,-0.059,0.800,0.846,0.308 +Guatemala,2018,6.627,9.042,0.841,64.800,0.910,-0.010,0.765,0.871,0.262 +Guatemala,2019,6.262,9.064,0.774,65.100,0.901,-0.062,0.773,0.859,0.311 +Guinea,2011,4.045,7.567,0.598,50.220,0.797,0.041,0.743,0.701,0.260 +Guinea,2012,3.652,7.603,0.542,50.440,0.646,0.001,0.794,0.677,0.285 +Guinea,2013,3.902,7.619,0.567,50.660,0.693,0.091,0.815,0.600,0.348 +Guinea,2014,3.412,7.632,0.638,50.880,0.684,0.006,0.705,0.629,0.351 +Guinea,2015,3.505,7.645,0.579,51.100,0.666,0.007,0.762,0.667,0.268 +Guinea,2016,3.603,7.721,0.675,52.200,0.726,-0.056,0.803,0.687,0.374 +Guinea,2017,4.874,7.792,0.634,53.300,0.738,0.038,0.750,0.704,0.422 +Guinea,2018,5.252,7.823,0.630,54.400,0.731,0.092,0.778,0.744,0.440 +Guinea,2019,4.768,7.849,0.655,55.500,0.691,0.097,0.756,0.685,0.473 +Guyana,2007,5.993,8.773,0.849,57.260,0.694,0.110,0.836,0.768,0.296 +Haiti,2006,3.754,7.407,0.694,48.460,0.449,0.401,0.854,0.613,0.332 +Haiti,2008,3.846,7.417,0.679,40.380,0.465,0.261,0.812,0.608,0.256 +Haiti,2010,3.766,7.384,0.554,32.300,0.373,0.216,0.848,0.555,0.293 +Haiti,2011,4.845,7.423,0.567,36.860,0.413,0.243,0.682,0.625,0.245 +Haiti,2012,4.413,7.437,0.749,41.420,0.482,0.289,0.717,0.593,0.284 +Haiti,2013,4.622,7.464,0.648,45.980,0.610,0.289,0.669,0.538,0.327 +Haiti,2014,3.889,7.477,0.554,50.540,0.509,0.285,0.708,0.593,0.327 +Haiti,2015,3.570,7.476,0.564,55.100,0.398,0.306,0.777,0.619,0.333 +Haiti,2016,3.352,7.477,0.584,55.300,0.304,0.291,0.839,0.553,0.367 +Haiti,2017,3.824,7.475,0.647,55.500,0.484,0.381,0.647,0.573,0.322 +Haiti,2018,3.615,7.477,0.538,55.700,0.591,0.422,0.720,0.584,0.359 +Honduras,2006,5.397,8.462,0.933,64.540,0.650,0.089,0.844,0.858,0.155 +Honduras,2007,5.097,8.500,0.819,64.780,0.676,0.230,0.826,0.759,0.199 +Honduras,2008,5.420,8.520,0.828,65.020,0.687,0.223,0.863,0.789,0.206 +Honduras,2009,6.033,8.474,0.824,65.260,0.661,0.119,0.857,0.803,0.261 +Honduras,2010,5.866,8.490,0.803,65.500,0.646,0.105,0.820,0.797,0.260 +Honduras,2011,4.961,8.508,0.766,65.720,0.783,0.095,0.884,0.816,0.307 +Honduras,2012,4.602,8.530,0.779,65.940,0.700,-0.003,0.871,0.847,0.294 +Honduras,2013,4.713,8.540,0.792,66.160,0.698,-0.027,0.868,0.817,0.283 +Honduras,2014,5.056,8.552,0.790,66.380,0.696,0.015,0.834,0.820,0.299 +Honduras,2015,4.845,8.572,0.772,66.600,0.534,-0.097,0.848,0.863,0.311 +Honduras,2016,5.648,8.593,0.774,66.800,0.850,0.080,0.793,0.832,0.297 +Honduras,2017,6.020,8.624,0.843,67.000,0.898,0.072,0.783,0.842,0.248 +Honduras,2018,5.908,8.643,0.827,67.200,0.872,0.099,0.804,0.872,0.287 +Honduras,2019,5.930,8.653,0.797,67.400,0.846,0.063,0.815,0.850,0.279 +Hong Kong S.A.R. of China,2006,5.511,10.746,0.812,,0.910,0.156,0.356,0.723,0.236 +Hong Kong S.A.R. of China,2008,5.137,10.816,0.840,,0.922,0.296,0.274,0.719,0.237 +Hong Kong S.A.R. of China,2009,5.397,10.788,0.835,,0.918,0.308,0.272,0.762,0.210 +Hong Kong S.A.R. of China,2010,5.643,10.847,0.857,,0.890,0.332,0.256,0.710,0.183 +Hong Kong S.A.R. of China,2011,5.474,10.887,0.846,,0.894,0.235,0.245,0.734,0.196 +Hong Kong S.A.R. of China,2012,5.484,10.893,0.826,,0.880,0.222,0.380,0.715,0.183 +Hong Kong S.A.R. of China,2014,5.458,10.940,0.834,,0.843,0.224,0.423,0.684,0.243 +Hong Kong S.A.R. of China,2016,5.498,10.970,0.832,,0.800,0.100,0.403,0.664,0.213 +Hong Kong S.A.R. of China,2017,5.362,11.000,0.831,,0.831,0.140,0.416,0.640,0.201 +Hong Kong S.A.R. of China,2019,5.659,11.000,0.856,,0.727,0.067,0.432,0.599,0.358 +Hong Kong S.A.R. of China,2020,5.295,,0.813,,0.705,,0.380,0.609,0.210 +Hungary,2005,5.194,10.108,0.930,64.600,0.697,,0.903,0.675,0.290 +Hungary,2007,4.954,10.153,0.931,65.000,0.538,-0.161,0.895,0.701,0.230 +Hungary,2009,4.895,10.097,0.901,65.400,0.464,-0.125,0.915,0.664,0.228 +Hungary,2010,4.725,10.106,0.896,65.600,0.514,-0.145,0.983,0.656,0.235 +Hungary,2011,4.918,10.127,0.894,65.760,0.631,-0.089,0.940,0.642,0.305 +Hungary,2012,4.683,10.117,0.906,65.920,0.569,-0.136,0.930,0.652,0.315 +Hungary,2013,4.914,10.140,0.877,66.080,0.674,-0.113,0.912,0.706,0.307 +Hungary,2014,5.181,10.183,0.845,66.240,0.494,-0.150,0.855,0.651,0.238 +Hungary,2015,5.344,10.223,0.859,66.400,0.558,-0.198,0.908,0.707,0.245 +Hungary,2016,5.449,10.248,0.900,66.800,0.554,-0.187,0.924,0.666,0.243 +Hungary,2017,6.065,10.293,0.877,67.200,0.661,-0.139,0.886,0.735,0.181 +Hungary,2018,5.936,10.344,0.941,67.600,0.693,-0.243,0.911,0.676,0.201 +Hungary,2019,6.000,10.393,0.947,68.000,0.798,-0.195,0.884,0.743,0.180 +Hungary,2020,6.038,10.335,0.943,68.400,0.771,-0.120,0.836,0.735,0.240 +Iceland,2008,6.888,10.861,0.977,72.320,0.885,0.272,0.708,0.880,0.153 +Iceland,2012,7.591,10.777,0.979,72.760,0.905,0.241,0.759,0.900,0.157 +Iceland,2013,7.501,10.809,0.967,72.840,0.923,0.306,0.713,0.870,0.156 +Iceland,2015,7.498,10.854,0.980,73.000,0.940,0.301,0.639,0.849,0.180 +Iceland,2016,7.510,10.904,0.985,73.000,0.952,0.281,0.719,0.874,0.158 +Iceland,2017,7.476,10.925,0.967,73.000,0.939,0.246,0.727,0.895,0.148 +Iceland,2019,7.533,10.931,0.982,73.000,0.959,,0.699,0.836,0.178 +Iceland,2020,7.575,10.824,0.983,73.000,0.949,0.160,0.644,0.863,0.172 +India,2006,5.348,8.145,0.707,55.720,0.774,,0.855,0.687,0.199 +India,2007,5.027,8.204,0.569,56.140,0.729,-0.051,0.862,0.668,0.253 +India,2008,5.146,8.220,0.684,56.560,0.756,-0.072,0.891,0.674,0.259 +India,2009,4.522,8.281,0.653,56.980,0.679,-0.026,0.895,0.771,0.301 +India,2010,4.989,8.349,0.605,57.400,0.783,0.058,0.863,0.697,0.267 +India,2011,4.635,8.387,0.553,57.700,0.838,-0.038,0.908,0.648,0.232 +India,2012,4.720,8.428,0.511,58.000,0.609,0.067,0.830,0.629,0.295 +India,2013,4.428,8.478,0.553,58.300,0.740,0.084,0.832,0.680,0.330 +India,2014,4.424,8.538,0.621,58.600,0.809,-0.026,0.832,0.711,0.285 +India,2015,4.342,8.604,0.610,58.900,0.777,-0.005,0.776,0.701,0.322 +India,2016,4.179,8.673,0.614,59.300,0.820,0.046,0.765,0.695,0.346 +India,2017,4.046,8.730,0.607,59.700,0.886,-0.042,0.781,0.682,0.318 +India,2018,3.818,8.779,0.638,60.100,0.890,0.085,0.805,0.657,0.357 +India,2019,3.249,8.818,0.561,60.500,0.876,0.112,0.752,0.648,0.466 +India,2020,4.225,8.703,0.617,60.900,0.906,0.075,0.780,0.752,0.383 +Indonesia,2006,4.947,8.850,0.771,59.840,0.713,0.347,0.915,0.825,0.266 +Indonesia,2007,5.101,8.898,0.704,59.980,0.603,0.311,0.960,0.812,0.242 +Indonesia,2008,4.815,8.943,0.675,60.120,0.596,0.164,0.968,0.774,0.239 +Indonesia,2009,5.472,8.975,0.779,60.260,0.784,0.191,0.911,0.865,0.193 +Indonesia,2010,5.457,9.022,0.816,60.400,0.700,0.448,0.954,0.837,0.218 +Indonesia,2011,5.173,9.069,0.825,60.620,0.878,0.438,0.962,0.864,0.273 +Indonesia,2012,5.368,9.114,0.834,60.840,0.770,0.354,0.962,0.897,0.229 +Indonesia,2013,5.292,9.155,0.794,61.060,0.781,0.376,0.973,0.893,0.249 +Indonesia,2014,5.597,9.190,0.905,61.280,0.719,0.408,0.970,0.852,0.242 +Indonesia,2015,5.043,9.225,0.809,61.500,0.779,0.471,0.946,0.876,0.274 +Indonesia,2016,5.136,9.262,0.792,61.700,0.830,0.500,0.890,0.833,0.342 +Indonesia,2017,5.098,9.300,0.796,61.900,0.865,0.488,0.900,0.863,0.319 +Indonesia,2018,5.340,9.339,0.809,62.100,0.879,0.512,0.868,0.864,0.296 +Indonesia,2019,5.347,9.377,0.802,62.300,0.866,0.555,0.861,0.877,0.302 +Iran,2005,5.308,9.393,0.766,62.000,0.651,,0.636,0.608,0.456 +Iran,2007,5.336,9.497,0.718,62.760,0.533,0.056,0.872,0.626,0.361 +Iran,2008,5.129,9.489,0.633,63.140,0.601,0.052,0.868,0.624,0.345 +Iran,2011,4.768,9.547,0.582,64.140,0.798,0.200,0.665,0.578,0.359 +Iran,2012,4.609,9.458,0.600,64.380,0.764,,0.678,0.609,0.525 +Iran,2013,5.140,9.443,0.664,64.620,0.730,0.216,0.685,0.659,0.552 +Iran,2014,4.682,9.476,0.644,64.860,0.767,0.241,0.640,0.618,0.512 +Iran,2015,4.750,9.449,0.572,65.100,0.780,0.176,0.699,0.645,0.520 +Iran,2016,4.653,9.561,0.566,65.400,0.773,0.186,0.713,0.687,0.526 +Iran,2017,4.717,9.584,0.714,65.700,0.731,0.218,0.715,0.694,0.439 +Iran,2018,4.278,,0.674,66.000,0.603,,0.703,0.553,0.493 +Iran,2019,5.006,,0.698,66.300,0.623,,0.728,0.600,0.449 +Iran,2020,4.865,,0.757,66.600,0.600,,0.710,0.582,0.470 +Iraq,2008,4.590,9.063,0.744,58.320,0.386,-0.061,0.910,0.525,0.448 +Iraq,2009,4.775,9.076,0.862,58.960,0.431,-0.199,0.854,0.523,0.404 +Iraq,2010,5.065,9.112,0.854,59.600,0.419,-0.125,0.859,0.542,0.431 +Iraq,2011,4.725,9.152,0.751,59.360,0.347,-0.070,0.780,0.488,0.557 +Iraq,2012,4.660,9.246,0.730,59.120,0.315,-0.020,0.789,0.423,0.449 +Iraq,2013,4.725,9.280,0.728,58.880,,-0.050,0.710,,0.554 +Iraq,2014,4.542,9.250,0.725,58.640,0.646,-0.001,0.726,0.574,0.564 +Iraq,2015,4.493,9.241,0.684,58.400,0.599,0.019,0.762,0.490,0.581 +Iraq,2016,4.413,9.354,0.719,59.000,0.666,-0.052,0.799,0.489,0.570 +Iraq,2017,4.462,9.303,0.695,59.600,0.628,0.000,0.757,0.505,0.591 +Iraq,2018,4.886,9.274,0.764,60.200,0.598,-0.068,0.887,0.605,0.482 +Iraq,2020,4.785,9.167,0.708,61.400,0.700,-0.021,0.849,0.644,0.532 +Ireland,2006,7.144,10.972,0.967,70.140,0.943,0.242,0.473,0.878,0.209 +Ireland,2008,7.568,10.929,0.983,70.820,0.894,0.322,0.487,0.875,0.148 +Ireland,2009,7.046,10.866,0.959,71.160,0.835,0.315,0.580,0.862,0.233 +Ireland,2010,7.257,10.879,0.973,71.500,0.856,0.348,0.618,0.876,0.201 +Ireland,2011,7.007,10.878,0.977,71.600,0.952,0.383,0.590,0.865,0.190 +Ireland,2012,6.965,10.876,0.962,71.700,0.902,0.302,0.573,0.835,0.237 +Ireland,2013,6.760,10.884,0.955,71.800,0.884,0.331,0.558,0.814,0.245 +Ireland,2014,7.018,10.959,0.968,71.900,0.922,0.264,0.406,0.784,0.229 +Ireland,2015,6.830,11.174,0.953,72.000,0.892,0.233,0.409,0.799,0.225 +Ireland,2016,7.041,11.199,0.958,72.100,0.875,0.174,0.399,0.809,0.211 +Ireland,2017,7.060,11.266,0.943,72.200,0.905,0.216,0.337,0.833,0.213 +Ireland,2018,6.962,11.332,0.938,72.300,0.861,0.144,0.362,0.811,0.213 +Ireland,2019,7.255,11.371,0.944,72.400,0.892,0.074,0.373,0.807,0.223 +Ireland,2020,7.035,11.323,0.960,72.500,0.882,0.014,0.356,0.797,0.246 +Israel,2006,7.173,10.389,0.927,71.120,0.817,,0.905,0.696,0.308 +Israel,2007,6.841,10.428,0.868,71.440,0.683,0.219,0.868,0.696,0.320 +Israel,2008,7.261,10.440,0.859,71.760,0.663,0.139,0.898,0.710,0.349 +Israel,2009,7.353,10.425,0.937,72.080,0.593,0.172,0.923,0.695,0.327 +Israel,2010,7.359,10.461,0.882,72.400,0.561,0.150,0.902,0.679,0.362 +Israel,2011,7.433,10.489,0.893,72.460,0.722,0.141,0.891,0.738,0.384 +Israel,2012,7.111,10.493,0.903,72.520,0.681,0.153,0.862,0.665,0.319 +Israel,2013,7.321,10.515,0.909,72.580,0.739,0.150,0.849,0.698,0.409 +Israel,2014,7.401,10.533,0.889,72.640,0.707,0.094,0.818,0.604,0.271 +Israel,2015,7.079,10.536,0.864,72.700,0.753,0.108,0.789,0.697,0.256 +Israel,2016,7.159,10.555,0.890,72.900,0.772,0.153,0.804,0.629,0.263 +Israel,2017,7.331,10.570,0.916,73.100,0.768,0.145,0.793,0.674,0.276 +Israel,2018,6.927,10.585,0.910,73.300,0.725,0.055,0.770,0.663,0.282 +Israel,2019,7.332,10.601,0.946,73.500,0.834,0.085,0.743,0.635,0.266 +Israel,2020,7.195,10.538,0.959,73.700,0.831,-0.049,0.748,0.621,0.243 +Italy,2005,6.854,10.703,0.928,71.900,0.802,,0.944,0.679,0.295 +Italy,2007,6.574,10.727,0.912,72.260,0.684,0.113,0.922,0.716,0.303 +Italy,2008,6.780,10.711,0.880,72.440,0.543,0.049,0.946,0.637,0.268 +Italy,2009,6.334,10.652,0.880,72.620,0.701,0.240,0.890,0.775,0.279 +Italy,2010,6.354,10.666,0.872,72.800,0.738,-0.060,0.921,0.596,0.236 +Italy,2011,6.057,10.671,0.913,72.840,0.568,-0.018,0.933,0.658,0.266 +Italy,2012,5.839,10.638,0.869,72.880,0.570,0.113,0.908,0.670,0.388 +Italy,2013,6.009,10.608,0.916,72.920,0.499,-0.102,0.943,0.779,0.357 +Italy,2014,6.027,10.599,0.898,72.960,0.624,-0.065,0.920,0.716,0.356 +Italy,2015,5.848,10.608,0.909,73.000,0.575,-0.064,0.913,0.692,0.329 +Italy,2016,5.955,10.622,0.927,73.200,0.624,-0.081,0.903,0.685,0.339 +Italy,2017,6.199,10.640,0.920,73.400,0.633,-0.035,0.867,0.661,0.323 +Italy,2018,6.517,10.650,0.913,73.600,0.650,-0.021,0.888,0.649,0.403 +Italy,2019,6.445,10.655,0.838,73.800,0.709,-0.082,0.866,0.631,0.328 +Italy,2020,6.488,10.563,0.890,74.000,0.718,-0.150,0.844,0.670,0.311 +Ivory Coast,2009,4.197,8.209,0.667,45.780,0.760,-0.153,0.902,0.604,0.186 +Ivory Coast,2013,3.739,8.274,0.709,47.100,0.739,-0.031,0.691,0.743,0.306 +Ivory Coast,2014,3.570,8.334,0.711,47.400,0.781,-0.080,0.671,0.647,0.291 +Ivory Coast,2015,4.445,8.393,0.704,47.700,0.800,-0.053,0.744,0.664,0.347 +Ivory Coast,2016,4.543,8.437,0.617,48.300,0.769,-0.043,0.757,0.704,0.378 +Ivory Coast,2017,5.038,8.483,0.661,48.900,0.732,-0.111,0.771,0.698,0.357 +Ivory Coast,2018,5.268,8.523,0.621,49.500,0.713,-0.050,0.791,0.682,0.386 +Ivory Coast,2019,5.392,8.564,0.679,50.100,0.736,-0.017,0.799,0.674,0.425 +Ivory Coast,2020,5.257,8.565,0.613,50.700,0.770,0.016,0.777,0.693,0.340 +Jamaica,2006,6.208,9.225,0.909,64.900,0.738,-0.004,0.946,0.788,0.201 +Jamaica,2011,5.374,9.164,0.855,66.220,0.796,-0.064,0.909,0.836,0.237 +Jamaica,2013,5.709,9.151,0.865,66.460,0.793,-0.021,0.931,0.734,0.312 +Jamaica,2014,5.311,9.152,0.874,66.580,0.809,-0.001,0.861,0.737,0.310 +Jamaica,2017,5.890,9.169,0.913,67.100,0.861,-0.130,0.883,0.769,0.243 +Jamaica,2019,6.309,9.186,0.878,67.500,0.891,-0.137,0.885,0.752,0.195 +Japan,2005,6.516,10.529,0.928,73.200,0.868,,0.699,0.739,0.153 +Japan,2007,6.238,10.558,0.938,73.440,0.796,-0.090,0.809,0.731,0.207 +Japan,2008,5.911,10.546,0.887,73.560,0.772,-0.135,0.816,0.780,0.191 +Japan,2009,5.845,10.491,0.888,73.680,0.730,-0.210,0.740,0.785,0.169 +Japan,2010,6.057,10.532,0.902,73.800,0.772,-0.140,0.770,0.827,0.188 +Japan,2011,6.263,10.532,0.917,73.980,0.814,-0.052,0.734,0.776,0.181 +Japan,2012,5.968,10.549,0.905,74.160,0.753,,0.692,0.777,0.171 +Japan,2013,5.959,10.570,0.924,74.340,0.821,-0.147,0.650,0.794,0.175 +Japan,2014,5.923,10.575,0.900,74.520,0.838,-0.139,0.617,0.742,0.189 +Japan,2015,5.880,10.588,0.923,74.700,0.832,-0.155,0.654,0.768,0.176 +Japan,2016,5.955,10.595,0.900,74.800,0.836,-0.062,0.698,0.760,0.192 +Japan,2017,5.911,10.618,0.882,74.900,0.849,-0.206,0.659,0.740,0.176 +Japan,2018,5.794,10.623,0.886,75.000,0.773,-0.261,0.687,0.703,0.185 +Japan,2019,5.908,10.632,0.878,75.100,0.806,-0.255,0.617,0.743,0.194 +Japan,2020,6.118,10.580,0.887,75.200,0.806,-0.259,0.609,0.742,0.186 +Jordan,2005,6.295,9.246,0.920,63.500,,,0.670,0.696,0.240 +Jordan,2007,5.598,9.321,0.841,63.980,0.646,-0.112,0.664,0.683,0.240 +Jordan,2008,4.930,9.343,0.766,64.220,,-0.127,0.709,0.669,0.331 +Jordan,2009,6.000,9.347,0.899,64.460,0.771,-0.075,0.739,0.645,0.265 +Jordan,2010,5.570,9.317,0.918,64.700,0.788,-0.046,,0.643,0.343 +Jordan,2011,5.539,9.289,0.878,65.000,0.760,-0.143,,0.612,0.260 +Jordan,2012,5.132,9.261,0.829,65.300,0.693,-0.160,,0.565,0.345 +Jordan,2013,5.172,9.237,0.840,65.600,0.692,-0.117,,0.684,0.286 +Jordan,2014,5.333,9.222,0.816,65.900,0.729,-0.104,,0.660,0.313 +Jordan,2015,5.405,9.207,0.830,66.200,0.767,-0.046,,0.690,0.305 +Jordan,2016,5.271,9.197,0.820,66.400,0.771,-0.038,,0.641,0.312 +Jordan,2017,4.808,9.194,0.815,66.600,0.766,-0.152,,0.628,0.392 +Jordan,2018,4.639,9.196,0.800,66.800,0.762,-0.186,,, +Jordan,2019,4.453,9.201,0.793,67.000,0.726,-0.165,,, +Jordan,2020,4.094,9.150,0.709,67.200,0.779,-0.150,,, +Kazakhstan,2006,5.476,9.804,0.872,58.200,0.731,-0.274,0.865,0.669,0.185 +Kazakhstan,2007,5.719,9.878,0.861,58.700,0.806,-0.246,0.865,0.651,0.179 +Kazakhstan,2008,5.886,9.898,0.839,59.200,0.727,-0.221,0.899,0.675,0.160 +Kazakhstan,2009,5.383,9.884,0.893,59.700,0.856,-0.249,0.845,0.679,0.129 +Kazakhstan,2010,5.514,9.940,0.904,60.200,0.785,-0.215,0.823,0.692,0.149 +Kazakhstan,2011,5.736,9.997,0.905,60.720,0.878,-0.235,0.802,0.695,0.154 +Kazakhstan,2012,5.759,10.030,0.892,61.240,0.840,-0.171,0.877,0.740,0.184 +Kazakhstan,2013,5.835,10.074,0.889,61.760,0.782,-0.229,0.820,0.674,0.164 +Kazakhstan,2014,5.970,10.101,0.795,62.280,0.799,0.004,0.805,0.718,0.169 +Kazakhstan,2015,5.950,10.098,0.931,62.800,0.740,-0.037,0.714,0.730,0.174 +Kazakhstan,2016,5.534,10.095,0.928,63.400,0.783,-0.036,0.702,0.702,0.155 +Kazakhstan,2017,5.882,10.121,0.914,64.000,0.745,-0.035,0.755,0.757,0.171 +Kazakhstan,2018,6.008,10.148,0.937,64.600,0.840,-0.098,0.824,0.693,0.162 +Kazakhstan,2019,6.272,10.179,0.951,65.200,0.852,-0.055,0.708,0.787,0.139 +Kazakhstan,2020,6.168,10.135,0.966,65.800,0.872,-0.056,0.661,0.684,0.150 +Kenya,2006,4.223,8.039,0.909,50.220,0.616,-0.020,0.860,0.705,0.198 +Kenya,2007,4.576,8.078,0.841,51.540,0.750,0.054,0.799,0.725,0.162 +Kenya,2008,4.015,8.052,0.827,52.860,0.620,-0.012,0.909,0.772,0.149 +Kenya,2009,4.270,8.057,0.789,54.180,0.584,0.100,0.913,0.772,0.183 +Kenya,2010,4.256,8.111,0.805,55.500,0.635,0.019,0.918,0.819,0.123 +Kenya,2011,4.405,8.143,0.846,56.060,0.709,0.022,0.923,0.760,0.228 +Kenya,2012,4.547,8.161,0.831,56.620,0.628,0.066,0.911,0.707,0.194 +Kenya,2013,3.795,8.192,0.825,57.180,0.708,0.212,0.861,0.765,0.161 +Kenya,2014,4.905,8.219,0.765,57.740,0.819,0.172,0.849,0.814,0.221 +Kenya,2015,4.358,8.249,0.777,58.300,0.793,0.221,0.853,0.702,0.172 +Kenya,2016,4.396,8.282,0.706,58.900,0.749,0.298,0.828,0.743,0.226 +Kenya,2017,4.476,8.306,0.715,59.500,0.853,0.234,0.854,0.788,0.230 +Kenya,2018,4.656,8.344,0.707,60.100,0.821,0.291,0.844,0.759,0.237 +Kenya,2019,4.619,8.373,0.676,60.700,0.818,0.310,0.794,0.751,0.251 +Kenya,2020,4.547,8.365,0.674,61.300,0.702,0.260,0.837,0.733,0.297 +Kosovo,2007,5.104,8.928,0.848,,0.381,0.144,0.894,0.655,0.237 +Kosovo,2008,5.522,8.981,0.884,,,0.090,0.849,,0.318 +Kosovo,2009,5.891,9.008,0.830,,0.506,0.201,0.968,0.598,0.169 +Kosovo,2010,5.177,9.033,0.708,,0.451,0.170,0.967,0.695,0.118 +Kosovo,2011,4.860,9.067,0.759,,0.589,0.004,0.919,0.696,0.124 +Kosovo,2012,5.640,9.086,0.757,,0.636,0.027,0.950,0.596,0.100 +Kosovo,2013,6.126,9.113,0.721,,0.568,0.115,0.935,0.692,0.203 +Kosovo,2014,5.000,9.129,0.706,,0.441,0.012,0.775,0.636,0.206 +Kosovo,2015,5.077,9.182,0.805,,0.561,0.181,0.851,0.753,0.180 +Kosovo,2016,5.759,9.228,0.824,,0.827,0.125,0.941,0.704,0.150 +Kosovo,2017,6.149,9.262,0.792,,0.858,0.117,0.925,0.738,0.186 +Kosovo,2018,6.392,9.296,0.822,,0.890,0.269,0.922,0.778,0.170 +Kosovo,2019,6.425,9.339,0.843,,0.841,0.247,0.920,0.749,0.141 +Kosovo,2020,6.294,,0.792,,0.880,,0.910,0.726,0.201 +Kuwait,2006,6.076,11.228,0.919,63.960,0.769,-0.236,0.328,0.846,0.182 +Kuwait,2009,6.585,11.065,0.926,64.440,0.819,0.007,0.675,0.718,0.252 +Kuwait,2010,6.798,10.982,0.893,64.600,0.703,-0.031,0.486,0.718,0.203 +Kuwait,2011,6.378,11.017,0.882,64.900,0.769,,0.560,0.793,0.177 +Kuwait,2012,6.221,11.025,0.889,65.200,0.934,,,0.821,0.095 +Kuwait,2013,6.480,10.985,0.862,65.500,0.751,,,0.752,0.283 +Kuwait,2014,6.180,10.945,,65.800,,,,, +Kuwait,2015,6.146,10.912,0.823,66.100,0.822,0.082,,0.723,0.324 +Kuwait,2016,5.947,10.910,0.845,66.300,0.841,-0.075,,0.688,0.315 +Kuwait,2017,6.094,10.837,0.853,66.500,0.884,-0.005,,0.692,0.307 +Kuwait,2019,6.106,10.817,0.842,66.900,0.867,-0.104,,0.695,0.303 +Kyrgyzstan,2006,4.641,8.185,0.844,59.980,0.678,-0.140,0.879,0.655,0.159 +Kyrgyzstan,2007,4.698,8.258,0.833,60.260,0.684,-0.091,0.929,0.655,0.130 +Kyrgyzstan,2008,4.737,8.329,0.792,60.540,0.719,-0.100,0.923,0.623,0.147 +Kyrgyzstan,2009,5.069,8.345,0.855,60.820,0.699,-0.140,0.896,0.607,0.165 +Kyrgyzstan,2010,4.996,8.329,0.885,61.100,0.720,-0.072,0.926,0.650,0.123 +Kyrgyzstan,2011,4.921,8.374,0.891,61.520,0.748,-0.155,0.932,0.681,0.151 +Kyrgyzstan,2012,5.208,8.357,0.856,61.940,0.703,-0.079,0.892,0.691,0.182 +Kyrgyzstan,2013,5.402,8.441,0.851,62.360,0.755,-0.085,0.900,0.722,0.135 +Kyrgyzstan,2014,5.252,8.460,0.898,62.780,0.736,0.355,0.897,0.725,0.185 +Kyrgyzstan,2015,4.905,8.477,0.857,63.200,0.813,0.200,0.858,0.767,0.173 +Kyrgyzstan,2016,4.857,8.500,0.914,63.500,0.814,0.056,0.917,0.778,0.126 +Kyrgyzstan,2017,5.630,8.526,0.883,63.800,0.859,0.143,0.874,0.755,0.160 +Kyrgyzstan,2018,5.297,8.543,0.898,64.100,0.945,0.267,0.907,0.763,0.203 +Kyrgyzstan,2019,5.685,8.567,0.877,64.400,0.920,-0.002,0.885,0.766,0.207 +Kyrgyzstan,2020,6.250,8.503,0.902,64.700,0.935,0.103,0.931,0.803,0.258 +Laos,2006,5.076,8.251,0.807,53.920,0.925,0.439,0.688,0.886,0.163 +Laos,2007,5.364,8.307,0.790,54.440,0.867,0.478,0.580,0.861,0.136 +Laos,2008,5.044,8.366,0.807,54.960,0.886,0.416,0.637,0.829,0.202 +Laos,2011,4.704,8.548,0.691,56.300,0.882,0.459,0.587,0.900,0.225 +Laos,2012,4.876,8.611,0.693,56.600,,0.232,,0.917,0.387 +Laos,2017,4.623,8.890,0.707,58.300,0.891,0.073,0.592,0.873,0.344 +Laos,2018,4.859,8.935,0.705,58.700,0.907,0.141,0.634,0.852,0.332 +Laos,2019,5.197,8.965,0.729,59.100,0.906,0.061,0.620,0.878,0.306 +Laos,2020,5.284,8.960,0.660,59.500,0.915,0.141,0.748,0.822,0.358 +Latvia,2006,4.710,10.032,0.884,63.160,0.641,-0.229,0.937,0.654,0.234 +Latvia,2007,4.667,10.136,0.836,63.520,0.700,-0.167,0.924,0.673,0.247 +Latvia,2008,5.145,10.112,0.855,63.880,0.630,-0.203,0.926,0.639,0.215 +Latvia,2009,4.669,9.975,0.807,64.240,0.437,-0.180,0.942,0.525,0.242 +Latvia,2011,4.967,10.029,0.836,64.860,0.564,-0.002,0.934,0.563,0.222 +Latvia,2012,5.125,10.082,0.851,65.120,0.564,-0.038,0.895,0.560,0.232 +Latvia,2013,5.070,10.116,0.834,65.380,0.631,-0.073,0.837,0.642,0.227 +Latvia,2014,5.729,10.144,0.881,65.640,0.671,-0.043,0.804,0.652,0.226 +Latvia,2015,5.881,10.185,0.879,65.900,0.656,-0.077,0.808,0.608,0.228 +Latvia,2016,5.940,10.211,0.917,66.200,0.685,-0.156,0.868,0.654,0.231 +Latvia,2017,5.978,10.257,0.895,66.500,0.700,-0.154,0.798,0.623,0.232 +Latvia,2018,5.901,10.307,0.913,66.800,0.608,-0.212,0.799,0.585,0.192 +Latvia,2019,5.970,10.336,0.936,67.100,0.698,-0.194,0.789,0.575,0.212 +Latvia,2020,6.229,10.300,0.928,67.400,0.820,-0.078,0.809,0.714,0.202 +Lebanon,2005,5.491,9.565,0.796,64.600,0.703,,0.945,0.584,0.292 +Lebanon,2006,4.653,9.568,0.853,64.720,0.670,0.069,0.902,0.548,0.320 +Lebanon,2008,4.595,9.743,0.717,64.960,0.524,0.035,0.927,0.527,0.365 +Lebanon,2009,5.206,9.830,0.736,65.080,0.665,0.071,0.937,0.528,0.401 +Lebanon,2010,5.032,9.878,0.721,65.200,0.678,0.073,0.949,0.525,0.341 +Lebanon,2011,5.188,9.838,0.733,65.280,0.657,0.006,0.911,0.578,0.320 +Lebanon,2012,4.573,9.800,0.713,65.360,0.621,-0.006,0.856,0.499,0.339 +Lebanon,2013,4.983,9.772,0.708,65.440,0.655,-0.004,0.921,0.499,0.409 +Lebanon,2014,5.233,9.739,0.759,65.520,0.657,-0.012,0.939,0.559,0.267 +Lebanon,2015,5.172,9.699,0.742,65.600,0.597,0.073,0.889,0.568,0.243 +Lebanon,2016,5.271,9.687,0.828,66.100,0.657,0.031,0.853,0.553,0.263 +Lebanon,2017,5.154,9.681,0.777,66.600,0.605,-0.074,0.911,0.515,0.244 +Lebanon,2018,5.167,9.656,0.829,67.100,0.607,-0.066,0.907,0.464,0.271 +Lebanon,2019,4.024,9.597,0.866,67.600,0.447,-0.081,0.890,0.322,0.494 +Lesotho,2011,4.898,7.777,0.824,45.740,0.618,-0.087,0.768,0.793,0.170 +Lesotho,2016,3.808,7.953,0.798,46.600,0.729,-0.099,0.743,0.732,0.270 +Lesotho,2017,3.795,7.931,0.769,47.300,0.757,-0.145,0.797,0.746,0.255 +Lesotho,2019,3.512,7.926,0.790,48.700,0.716,-0.131,0.915,0.735,0.273 +Liberia,2007,3.701,7.196,0.594,49.140,0.790,0.115,0.776,0.613,0.435 +Liberia,2008,4.221,7.223,0.619,49.960,0.724,-0.035,0.840,0.585,0.261 +Liberia,2010,4.196,7.258,0.827,51.600,0.819,-0.038,0.818,0.595,0.217 +Liberia,2014,4.571,7.391,0.708,53.280,0.590,-0.030,0.869,0.543,0.443 +Liberia,2015,2.702,7.365,0.638,53.700,0.671,-0.061,0.903,0.505,0.388 +Liberia,2016,3.355,7.324,0.643,54.500,0.763,0.033,0.901,0.636,0.509 +Liberia,2017,4.424,7.324,0.685,55.300,0.733,-0.012,0.867,0.668,0.391 +Liberia,2018,4.135,7.311,0.727,56.100,0.766,0.050,0.868,0.660,0.436 +Liberia,2019,5.121,7.264,0.712,56.900,0.706,0.051,0.828,0.636,0.389 +Libya,2012,5.754,9.842,0.855,62.660,0.712,-0.032,0.791,0.695,0.316 +Libya,2015,5.615,9.308,0.868,62.300,0.775,-0.044,,0.704,0.369 +Libya,2016,5.434,9.268,0.876,62.300,0.822,-0.089,,0.718,0.383 +Libya,2017,5.647,9.491,0.823,62.300,0.779,-0.019,0.673,0.697,0.379 +Libya,2018,5.494,9.617,0.824,62.300,0.781,-0.101,0.646,0.706,0.399 +Libya,2019,5.330,9.627,0.827,62.300,0.762,-0.073,0.686,0.709,0.401 +Lithuania,2006,5.954,10.046,0.930,63.140,0.567,-0.295,0.967,0.621,0.254 +Lithuania,2007,5.808,10.163,0.941,63.480,0.590,-0.282,0.966,0.589,0.279 +Lithuania,2008,5.554,10.199,0.914,63.820,0.621,-0.259,0.961,0.533,0.276 +Lithuania,2009,5.467,10.050,0.933,64.160,0.496,-0.303,0.979,0.526,0.271 +Lithuania,2010,5.066,10.085,0.882,64.500,0.519,-0.275,0.962,0.473,0.272 +Lithuania,2011,5.432,10.167,0.911,64.700,0.566,-0.148,0.964,0.570,0.275 +Lithuania,2012,5.771,10.218,0.919,64.900,0.503,-0.273,0.957,0.581,0.277 +Lithuania,2013,5.596,10.263,0.913,65.100,0.556,-0.237,0.936,0.581,0.294 +Lithuania,2014,6.126,10.306,0.908,65.300,0.508,-0.263,0.956,0.619,0.287 +Lithuania,2015,5.711,10.335,0.929,65.500,0.641,-0.254,0.924,0.595,0.276 +Lithuania,2016,5.866,10.373,0.938,66.100,0.614,-0.266,0.949,0.594,0.250 +Lithuania,2017,6.273,10.429,0.926,66.700,0.749,-0.174,0.790,0.608,0.195 +Lithuania,2018,6.309,10.474,0.929,67.300,0.699,-0.237,0.852,0.517,0.214 +Lithuania,2019,6.064,10.518,0.918,67.900,0.780,-0.251,0.783,0.566,0.276 +Lithuania,2020,6.391,10.504,0.953,68.500,0.824,-0.122,0.829,0.660,0.202 +Luxembourg,2009,6.958,11.562,0.939,71.440,0.939,0.127,0.432,0.799,0.238 +Luxembourg,2010,7.097,11.592,0.952,71.700,0.908,0.096,0.423,0.809,0.216 +Luxembourg,2011,7.101,11.595,0.934,71.880,0.962,0.106,0.388,0.836,0.200 +Luxembourg,2012,6.964,11.567,0.914,72.060,0.917,0.059,0.403,0.815,0.227 +Luxembourg,2013,7.131,11.580,0.917,72.240,0.790,-0.054,0.301,0.640,0.185 +Luxembourg,2014,6.891,11.598,0.875,72.420,0.938,0.106,0.366,0.803,0.170 +Luxembourg,2015,6.702,11.617,0.934,72.600,0.932,0.052,0.375,0.757,0.193 +Luxembourg,2016,6.967,11.640,0.941,72.600,0.882,0.019,0.356,0.758,0.192 +Luxembourg,2017,7.061,11.634,0.905,72.600,0.903,0.044,0.330,0.766,0.184 +Luxembourg,2018,7.243,11.645,0.902,72.600,0.884,-0.022,0.385,0.750,0.202 +Luxembourg,2019,7.404,11.648,0.912,72.600,0.930,-0.045,0.390,0.789,0.212 +Madagascar,2006,3.980,7.376,0.711,54.040,,-0.039,,0.702,0.161 +Madagascar,2008,4.640,7.439,0.776,54.920,0.332,-0.099,0.773,0.614,0.215 +Madagascar,2011,4.381,7.336,0.818,56.220,0.546,-0.062,0.897,0.510,0.235 +Madagascar,2012,3.551,7.339,0.673,56.640,0.487,-0.055,0.854,0.690,0.194 +Madagascar,2013,3.816,7.334,0.673,57.060,0.480,-0.019,0.868,0.734,0.241 +Madagascar,2014,3.676,7.340,0.655,57.480,0.529,-0.023,0.791,0.748,0.192 +Madagascar,2015,3.593,7.344,0.647,57.900,0.545,-0.041,0.861,0.802,0.226 +Madagascar,2016,3.663,7.356,0.746,58.300,0.570,-0.069,0.864,0.813,0.204 +Madagascar,2017,4.079,7.368,0.626,58.700,0.570,-0.033,0.847,0.752,0.375 +Madagascar,2018,4.071,7.386,0.666,59.100,0.551,0.003,0.889,0.752,0.362 +Madagascar,2019,4.339,7.406,0.701,59.500,0.550,-0.012,0.720,0.723,0.304 +Malawi,2006,3.830,6.678,0.554,44.880,0.767,0.200,0.676,0.670,0.222 +Malawi,2007,4.891,6.742,0.600,46.260,0.910,0.202,0.691,0.727,0.176 +Malawi,2009,5.148,6.838,0.718,49.020,0.879,0.176,0.689,0.765,0.130 +Malawi,2011,3.946,6.895,0.613,51.420,0.733,0.099,0.853,0.713,0.268 +Malawi,2012,4.279,6.885,0.604,52.440,0.637,0.169,0.886,0.816,0.200 +Malawi,2013,4.035,6.907,0.563,53.460,0.752,0.078,0.857,0.808,0.248 +Malawi,2014,4.563,6.935,0.512,54.480,0.786,0.061,0.824,0.704,0.263 +Malawi,2015,3.868,6.935,0.494,55.500,0.801,0.058,0.835,0.633,0.260 +Malawi,2016,3.476,6.932,0.524,56.200,0.810,0.066,0.824,0.603,0.325 +Malawi,2017,3.417,6.945,0.555,56.900,0.848,0.025,0.735,0.609,0.312 +Malawi,2018,3.335,6.949,0.528,57.600,0.799,0.073,0.766,0.586,0.365 +Malawi,2019,3.869,6.966,0.549,58.300,0.765,0.004,0.680,0.537,0.348 +Malaysia,2006,6.012,9.839,0.866,64.960,0.837,0.201,0.740,0.750,0.243 +Malaysia,2007,6.239,9.881,0.871,65.120,0.844,0.089,0.799,0.775,0.162 +Malaysia,2008,5.807,9.909,0.803,65.280,0.780,0.044,0.884,0.815,0.186 +Malaysia,2009,5.385,9.875,0.792,65.440,0.874,-0.009,0.858,0.822,0.164 +Malaysia,2010,5.580,9.930,0.839,65.600,0.769,0.032,0.844,0.832,0.192 +Malaysia,2011,5.786,9.966,0.770,65.760,0.840,-0.016,0.842,0.887,0.155 +Malaysia,2012,5.914,10.005,0.841,65.920,0.848,0.017,0.847,0.867,0.177 +Malaysia,2013,5.770,10.037,0.831,66.080,0.791,0.264,0.755,0.736,0.317 +Malaysia,2014,5.963,10.082,0.863,66.240,0.808,0.239,0.845,0.770,0.261 +Malaysia,2015,6.322,10.118,0.818,66.400,0.675,0.222,0.838,0.775,0.314 +Malaysia,2018,5.339,10.223,0.789,67.000,0.875,0.127,0.894,0.824,0.200 +Malaysia,2019,5.428,10.252,0.842,67.200,0.916,0.123,0.782,0.834,0.176 +Maldives,2018,5.198,9.826,0.913,70.600,0.855,0.024,,, +Mali,2006,4.014,7.593,0.761,45.920,0.555,-0.072,0.761,0.767,0.209 +Mali,2008,4.115,7.607,0.747,47.160,0.495,-0.012,0.918,0.682,0.164 +Mali,2009,3.977,7.622,0.733,47.780,0.634,0.008,0.819,0.760,0.150 +Mali,2010,3.762,7.642,0.751,48.400,0.749,-0.028,0.811,0.797,0.162 +Mali,2011,4.667,7.643,0.796,48.760,0.823,-0.101,0.726,0.758,0.132 +Mali,2012,4.313,7.605,0.823,49.120,0.704,-0.088,0.787,0.681,0.109 +Mali,2013,3.676,7.599,0.820,49.480,0.665,-0.053,0.755,0.724,0.193 +Mali,2014,3.975,7.638,0.843,49.840,0.652,-0.037,0.658,0.741,0.186 +Mali,2015,4.582,7.669,0.830,50.200,0.634,-0.068,0.800,0.709,0.243 +Mali,2016,4.016,7.695,0.836,50.700,0.696,-0.070,0.862,0.807,0.305 +Mali,2017,4.742,7.718,0.741,51.200,0.753,-0.069,0.863,0.742,0.393 +Mali,2018,4.416,7.733,0.692,51.700,0.737,-0.034,0.793,0.770,0.370 +Mali,2019,4.988,7.752,0.755,52.200,0.670,-0.038,0.846,0.712,0.358 +Malta,2009,6.328,10.331,0.916,71.380,0.803,0.464,,0.715,0.358 +Malta,2010,5.774,10.361,0.908,71.600,0.802,0.287,,0.697,0.375 +Malta,2011,6.155,10.370,0.923,71.720,0.882,0.296,,0.736,0.340 +Malta,2012,5.963,10.389,0.922,71.840,0.861,0.352,,0.744,0.391 +Malta,2013,6.380,10.422,0.942,71.960,0.909,0.410,,0.660,0.370 +Malta,2014,6.452,10.486,0.941,72.080,0.904,0.404,0.670,0.652,0.352 +Malta,2015,6.613,10.566,0.919,72.200,0.912,0.347,0.664,0.680,0.355 +Malta,2016,6.591,10.599,0.930,72.200,0.916,0.345,0.696,0.687,0.355 +Malta,2017,6.676,10.635,0.937,72.200,0.924,0.253,0.690,0.721,0.302 +Malta,2018,6.910,10.670,0.932,72.200,0.927,0.179,0.595,0.721,0.296 +Malta,2019,6.733,10.677,0.922,72.200,0.924,0.087,0.689,0.707,0.356 +Malta,2020,6.157,,0.938,72.200,0.931,,0.675,0.601,0.411 +Mauritania,2007,4.149,8.533,0.682,53.660,0.573,-0.072,0.586,0.733,0.174 +Mauritania,2008,4.248,8.501,0.670,53.940,0.593,-0.018,0.841,0.732,0.176 +Mauritania,2009,4.500,8.473,0.819,54.220,0.735,0.039,0.848,0.738,0.170 +Mauritania,2010,4.772,8.470,0.857,54.500,0.669,0.055,0.727,0.778,0.129 +Mauritania,2011,4.785,8.481,0.750,54.820,0.567,0.052,0.747,0.762,0.175 +Mauritania,2012,4.673,8.495,0.763,55.140,0.487,-0.021,0.707,0.782,0.164 +Mauritania,2013,4.199,8.506,0.741,55.460,0.603,-0.079,0.676,0.793,0.196 +Mauritania,2014,4.483,8.519,0.853,55.780,0.468,-0.054,0.589,0.755,0.163 +Mauritania,2015,3.923,8.542,0.875,56.100,0.447,0.055,0.715,0.820,0.194 +Mauritania,2016,4.472,8.526,0.785,56.400,0.467,-0.175,0.842,0.735,0.222 +Mauritania,2017,4.678,8.533,0.779,56.700,0.527,-0.153,0.777,0.637,0.272 +Mauritania,2018,4.314,8.526,0.802,57.000,0.467,-0.112,0.711,0.663,0.276 +Mauritania,2019,4.153,8.556,0.798,57.300,0.628,-0.102,0.743,0.692,0.260 +Mauritius,2011,5.477,9.767,0.800,64.700,0.848,0.191,0.847,0.738,0.253 +Mauritius,2014,5.648,9.865,0.785,65.300,0.824,0.176,0.879,0.808,0.222 +Mauritius,2016,5.610,9.935,0.836,65.800,0.819,0.139,0.891,0.785,0.246 +Mauritius,2017,6.174,9.972,0.910,66.100,0.912,0.087,0.818,0.748,0.169 +Mauritius,2018,5.882,10.008,0.909,66.400,0.867,-0.073,0.785,0.774,0.158 +Mauritius,2019,6.241,10.043,0.913,66.700,0.893,-0.053,0.810,0.808,0.149 +Mauritius,2020,6.015,9.972,0.893,67.000,0.843,-0.037,0.772,0.767,0.138 +Mexico,2005,6.581,9.788,0.903,66.200,0.814,,0.764,0.820,0.219 +Mexico,2007,6.525,9.825,0.879,66.320,0.670,-0.095,0.747,0.816,0.248 +Mexico,2008,6.829,9.821,0.876,66.380,0.677,-0.128,0.785,0.825,0.201 +Mexico,2009,6.963,9.752,0.868,66.440,0.682,-0.076,0.764,0.849,0.196 +Mexico,2010,6.802,9.788,0.876,66.500,0.778,-0.048,0.693,0.840,0.215 +Mexico,2011,6.910,9.810,0.824,66.680,0.831,-0.099,0.698,0.790,0.228 +Mexico,2012,7.320,9.832,0.767,66.860,0.788,-0.093,0.633,0.784,0.278 +Mexico,2013,7.443,9.832,0.759,67.040,0.739,-0.165,0.615,0.790,0.223 +Mexico,2014,6.680,9.847,0.782,67.220,0.779,-0.094,0.630,0.802,0.229 +Mexico,2015,6.236,9.867,0.761,67.400,0.719,-0.152,0.708,0.745,0.237 +Mexico,2016,6.824,9.884,0.893,67.700,0.752,-0.153,0.809,0.859,0.220 +Mexico,2017,6.410,9.893,0.800,68.000,0.861,-0.202,0.801,0.843,0.231 +Mexico,2018,6.550,9.903,0.858,68.300,0.816,-0.179,0.809,0.882,0.213 +Mexico,2019,6.432,9.891,0.852,68.600,0.903,-0.141,0.809,0.864,0.252 +Mexico,2020,5.964,9.782,0.779,68.900,0.873,-0.119,0.778,0.810,0.292 +Moldova,2006,5.102,8.936,0.812,60.580,0.554,-0.164,0.926,0.619,0.255 +Moldova,2007,4.775,8.968,0.804,60.760,0.696,-0.186,0.930,0.571,0.306 +Moldova,2008,5.503,9.045,0.872,60.940,0.641,-0.056,0.926,0.584,0.284 +Moldova,2009,5.554,8.984,0.856,61.120,0.551,-0.099,0.925,0.562,0.306 +Moldova,2010,5.590,9.054,0.847,61.300,0.598,-0.088,0.929,0.584,0.278 +Moldova,2011,5.792,9.111,0.869,61.620,0.628,-0.082,0.957,0.568,0.285 +Moldova,2012,5.996,9.105,0.826,61.940,0.602,-0.050,0.955,0.568,0.314 +Moldova,2013,5.756,9.192,0.803,62.260,0.658,-0.069,0.941,0.582,0.261 +Moldova,2014,5.917,9.241,0.805,62.580,0.623,-0.113,0.925,0.583,0.260 +Moldova,2015,6.017,9.246,0.840,62.900,0.595,-0.090,0.943,0.590,0.281 +Moldova,2016,5.578,9.300,0.837,63.600,0.557,-0.047,0.969,0.621,0.275 +Moldova,2017,5.326,9.363,0.831,64.300,0.553,-0.053,0.926,0.581,0.259 +Moldova,2018,5.682,9.423,0.892,65.000,0.824,-0.084,0.929,0.582,0.270 +Moldova,2019,5.803,9.475,0.809,65.700,0.784,-0.092,0.884,0.631,0.262 +Moldova,2020,5.812,9.462,0.874,66.400,0.859,-0.058,0.941,0.727,0.268 +Mongolia,2007,4.609,8.833,0.881,58.820,0.781,0.064,0.918,0.571,0.203 +Mongolia,2008,4.493,8.904,0.920,59.280,0.484,0.068,0.962,0.586,0.173 +Mongolia,2010,4.586,8.920,0.904,60.200,0.631,0.099,0.928,0.712,0.150 +Mongolia,2011,5.031,9.061,0.948,60.500,0.700,0.151,0.931,0.692,0.153 +Mongolia,2012,4.885,9.158,0.919,60.800,0.688,0.107,0.932,0.689,0.181 +Mongolia,2013,4.913,9.248,0.935,61.100,0.748,0.136,0.928,0.649,0.179 +Mongolia,2014,4.825,9.304,0.943,61.400,0.752,0.146,0.909,0.627,0.170 +Mongolia,2015,4.983,9.308,0.906,61.700,0.686,0.173,0.900,0.653,0.208 +Mongolia,2016,5.057,9.300,0.947,61.900,0.760,0.090,0.900,0.694,0.171 +Mongolia,2017,5.334,9.334,0.924,62.100,0.675,0.119,0.865,0.675,0.214 +Mongolia,2018,5.465,9.386,0.942,62.300,0.696,0.054,0.849,0.654,0.192 +Mongolia,2019,5.563,9.418,0.946,62.500,0.711,0.149,0.873,0.707,0.167 +Mongolia,2020,6.011,9.396,0.918,62.700,0.718,0.141,0.843,0.636,0.260 +Montenegro,2007,5.196,9.693,0.832,66.200,0.512,-0.134,0.815,0.579,0.340 +Montenegro,2009,4.801,9.699,0.816,66.800,0.556,-0.101,0.838,0.623,0.423 +Montenegro,2010,5.455,9.724,0.805,67.100,0.552,-0.206,0.757,0.595,0.410 +Montenegro,2011,5.223,9.755,0.818,67.260,0.546,-0.226,0.762,0.603,0.378 +Montenegro,2012,5.219,9.726,0.704,67.420,0.462,-0.192,0.755,0.574,0.379 +Montenegro,2013,5.074,9.760,0.736,67.580,0.502,-0.176,0.693,0.539,0.331 +Montenegro,2014,5.283,9.777,0.863,67.740,0.503,0.097,0.768,0.587,0.368 +Montenegro,2015,5.125,9.810,0.740,67.900,0.583,-0.144,0.781,0.580,0.337 +Montenegro,2016,5.304,9.839,0.866,68.100,0.569,-0.087,0.849,0.591,0.337 +Montenegro,2017,5.615,9.885,0.881,68.300,0.626,-0.083,0.756,0.519,0.350 +Montenegro,2018,5.650,9.934,0.856,68.500,0.626,-0.051,0.769,0.590,0.355 +Montenegro,2019,5.386,9.970,0.832,68.700,0.694,-0.105,0.820,0.591,0.366 +Montenegro,2020,5.722,9.913,0.887,68.900,0.802,0.060,0.845,0.603,0.411 +Morocco,2010,4.383,8.746,,63.500,0.663,-0.162,0.900,, +Morocco,2011,5.085,8.783,0.833,63.800,0.579,-0.218,0.875,0.736,0.187 +Morocco,2012,4.970,8.799,0.676,64.100,0.757,-0.187,0.845,0.687,0.281 +Morocco,2013,5.142,8.829,0.597,64.400,0.572,-0.210,0.771,0.784,0.239 +Morocco,2015,5.163,8.872,0.606,65.000,0.713,-0.228,0.842,0.661,0.262 +Morocco,2016,5.386,8.869,0.655,65.300,0.817,-0.237,0.717,0.713,0.205 +Morocco,2017,5.312,8.898,0.641,65.600,0.814,-0.216,0.841,0.559,0.323 +Morocco,2018,4.897,8.914,0.554,65.900,0.773,-0.234,0.843,0.638,0.416 +Morocco,2019,5.057,8.925,0.535,66.200,0.757,-0.244,0.757,0.589,0.410 +Morocco,2020,4.803,8.871,0.553,66.500,0.819,-0.229,0.803,0.587,0.256 +Mozambique,2006,4.595,6.776,0.879,44.800,0.684,0.041,0.758,0.623,0.327 +Mozambique,2007,4.833,6.823,0.748,45.500,0.643,0.074,0.854,0.634,0.240 +Mozambique,2008,4.654,6.865,0.756,46.200,0.514,0.006,0.864,0.623,0.280 +Mozambique,2011,4.971,6.979,0.818,48.320,0.639,-0.024,0.719,0.592,0.243 +Mozambique,2015,4.550,7.141,0.666,51.200,0.813,0.089,0.632,0.564,0.340 +Mozambique,2017,4.280,7.157,0.678,53.200,0.823,-0.030,0.682,0.648,0.353 +Mozambique,2018,4.654,7.162,0.738,54.200,0.897,0.049,0.691,0.640,0.397 +Mozambique,2019,4.932,7.155,0.742,55.200,0.870,0.073,0.682,0.587,0.384 +Myanmar,2012,4.439,8.158,0.612,57.020,0.691,0.645,0.695,0.764,0.205 +Myanmar,2013,4.176,8.230,0.757,57.380,0.775,0.689,0.638,0.803,0.217 +Myanmar,2014,4.786,8.299,0.774,57.740,,0.698,0.592,0.858,0.112 +Myanmar,2015,4.224,8.359,0.752,58.100,0.808,0.688,0.633,0.866,0.272 +Myanmar,2016,4.623,8.408,0.793,58.400,0.877,0.679,0.607,0.804,0.302 +Myanmar,2017,4.154,8.464,0.795,58.700,0.886,0.650,0.619,0.746,0.282 +Myanmar,2018,4.411,8.523,0.774,59.000,0.906,0.490,0.647,0.777,0.300 +Myanmar,2019,4.434,8.545,0.763,59.300,0.899,0.561,0.682,0.755,0.286 +Myanmar,2020,4.431,8.554,0.796,59.600,0.825,0.470,0.647,0.800,0.289 +Namibia,2007,4.886,9.059,0.828,49.680,0.781,-0.101,0.839,0.811,0.160 +Namibia,2014,4.574,9.232,0.763,55.160,0.849,-0.183,0.790,0.749,0.239 +Namibia,2017,4.441,9.215,0.828,56.200,0.810,-0.190,0.831,0.721,0.277 +Namibia,2018,4.834,9.204,0.864,56.500,0.754,-0.169,0.846,0.739,0.240 +Namibia,2019,4.436,9.173,0.845,56.800,0.739,-0.174,0.879,0.672,0.256 +Namibia,2020,4.451,9.104,0.741,57.100,0.666,-0.104,0.810,0.648,0.248 +Nepal,2006,4.567,7.616,0.874,57.200,0.689,,0.897,0.717,0.171 +Nepal,2007,4.748,7.638,0.787,57.700,0.413,0.317,0.891,0.643,0.152 +Nepal,2008,4.441,7.686,0.818,58.200,0.618,0.291,0.900,0.745,0.153 +Nepal,2009,4.917,7.723,0.813,58.700,0.616,0.044,0.950,0.570,0.215 +Nepal,2010,4.350,7.765,0.779,59.200,0.519,0.092,0.911,0.672,0.226 +Nepal,2011,3.809,7.797,0.741,59.400,0.525,-0.010,0.935,0.699,0.207 +Nepal,2012,4.233,7.846,0.734,59.600,0.638,0.070,0.883,0.736,0.231 +Nepal,2013,4.605,7.889,0.740,59.800,0.722,0.151,0.877,0.629,0.279 +Nepal,2014,4.975,7.948,0.786,60.000,0.712,0.121,0.841,0.614,0.287 +Nepal,2015,4.812,7.976,0.748,60.200,0.763,0.227,0.824,0.543,0.358 +Nepal,2016,5.100,7.973,0.837,61.300,0.839,0.168,0.817,0.627,0.370 +Nepal,2017,4.737,8.039,0.816,62.400,0.845,0.134,0.770,0.571,0.376 +Nepal,2018,4.910,8.087,0.768,63.500,0.770,0.122,0.742,0.537,0.387 +Nepal,2019,5.449,8.136,0.772,64.600,0.790,0.167,0.712,0.536,0.357 +Netherlands,2005,7.464,10.814,0.947,70.400,0.901,,0.571,0.869,0.233 +Netherlands,2007,7.452,10.881,0.944,70.800,0.896,0.344,0.445,0.818,0.213 +Netherlands,2008,7.631,10.899,0.944,71.000,0.883,0.365,0.419,0.788,0.182 +Netherlands,2010,7.502,10.864,0.957,71.400,0.921,0.349,0.399,0.853,0.206 +Netherlands,2011,7.564,10.875,0.938,71.520,0.925,0.336,0.359,0.863,0.181 +Netherlands,2012,7.471,10.861,0.939,71.640,0.877,0.288,0.434,0.861,0.226 +Netherlands,2013,7.407,10.857,0.925,71.760,0.919,0.305,0.505,0.867,0.235 +Netherlands,2014,7.321,10.867,0.909,71.880,0.910,0.331,0.457,0.868,0.221 +Netherlands,2015,7.324,10.882,0.879,72.000,0.904,0.261,0.412,0.834,0.202 +Netherlands,2016,7.541,10.899,0.926,72.100,0.907,0.239,0.433,0.838,0.215 +Netherlands,2017,7.459,10.921,0.937,72.200,0.920,0.250,0.363,0.852,0.185 +Netherlands,2018,7.463,10.941,0.939,72.300,0.920,0.161,0.371,0.862,0.205 +Netherlands,2019,7.425,10.953,0.941,72.400,0.886,0.213,0.360,0.838,0.231 +Netherlands,2020,7.504,10.901,0.944,72.500,0.935,0.151,0.281,0.784,0.247 +New Zealand,2006,7.305,10.526,0.946,71.200,0.932,0.312,0.224,0.880,0.219 +New Zealand,2007,7.604,10.546,0.967,71.400,0.878,0.279,0.295,0.854,0.238 +New Zealand,2008,7.381,10.528,0.944,71.600,0.893,0.298,0.334,0.854,0.232 +New Zealand,2010,7.224,10.520,0.976,72.000,0.918,0.254,0.321,0.847,0.235 +New Zealand,2011,7.191,10.536,0.954,72.120,0.935,0.284,0.269,0.864,0.210 +New Zealand,2012,7.250,10.553,0.930,72.240,0.902,0.287,0.289,0.866,0.207 +New Zealand,2013,7.280,10.571,0.958,72.360,0.944,0.237,0.312,0.835,0.151 +New Zealand,2014,7.306,10.592,0.942,72.480,0.932,0.348,0.273,0.848,0.199 +New Zealand,2015,7.418,10.608,0.987,72.600,0.942,0.329,0.186,0.834,0.160 +New Zealand,2016,7.226,10.623,0.937,72.800,0.927,0.266,0.278,0.833,0.207 +New Zealand,2017,7.327,10.633,0.955,73.000,0.942,0.294,0.222,0.817,0.172 +New Zealand,2018,7.370,10.660,0.954,73.200,0.949,0.120,0.207,0.845,0.168 +New Zealand,2019,7.205,10.666,0.939,73.400,0.912,0.157,0.234,0.816,0.191 +New Zealand,2020,7.257,10.600,0.952,73.600,0.918,0.125,0.283,0.849,0.209 +Nicaragua,2006,4.460,8.398,0.877,64.140,0.745,0.010,0.844,0.779,0.294 +Nicaragua,2007,4.944,8.434,0.866,64.480,0.836,0.140,0.826,0.810,0.287 +Nicaragua,2008,5.104,8.454,0.857,64.820,0.791,0.076,0.819,0.784,0.289 +Nicaragua,2009,5.353,8.407,0.835,65.160,0.746,0.070,0.794,0.781,0.299 +Nicaragua,2010,5.687,8.436,0.863,65.500,0.792,0.018,0.802,0.805,0.268 +Nicaragua,2011,5.386,8.484,0.800,65.720,0.779,-0.020,0.760,0.791,0.309 +Nicaragua,2012,5.448,8.534,0.894,65.940,0.850,0.017,0.644,0.803,0.255 +Nicaragua,2013,5.772,8.569,0.868,66.160,0.859,0.039,0.636,0.839,0.271 +Nicaragua,2014,6.275,8.602,0.839,66.380,0.817,0.104,0.699,0.813,0.334 +Nicaragua,2015,5.924,8.636,0.827,66.600,0.809,0.077,0.728,0.797,0.346 +Nicaragua,2016,6.013,8.668,0.853,66.900,0.717,0.039,0.731,0.805,0.380 +Nicaragua,2017,6.476,8.700,0.838,67.200,0.922,0.010,0.673,0.850,0.308 +Nicaragua,2018,5.819,8.647,0.854,67.500,0.797,0.009,0.713,0.793,0.408 +Nicaragua,2019,6.113,8.595,0.874,67.800,0.883,0.029,0.622,0.835,0.337 +Niger,2006,3.737,6.888,0.677,46.360,0.750,0.076,0.755,0.755,0.179 +Niger,2007,4.277,6.881,0.726,47.120,0.584,-0.056,0.748,0.706,0.158 +Niger,2008,4.236,6.918,0.607,47.880,0.649,-0.055,0.749,0.650,0.194 +Niger,2009,4.267,6.898,0.771,48.640,0.880,-0.009,0.483,0.730,0.115 +Niger,2010,4.101,6.941,0.655,49.400,0.817,-0.023,0.529,0.745,0.126 +Niger,2011,4.556,6.925,0.818,49.920,0.780,-0.055,0.549,0.700,0.166 +Niger,2012,3.798,6.987,0.700,50.440,0.734,-0.064,0.777,0.603,0.142 +Niger,2013,3.716,7.002,0.696,50.960,0.825,-0.077,0.711,0.650,0.208 +Niger,2014,4.181,7.027,0.753,51.480,0.688,-0.046,0.605,0.678,0.205 +Niger,2015,3.671,7.030,0.713,52.000,0.728,-0.032,0.703,0.682,0.218 +Niger,2016,4.235,7.047,0.683,52.500,0.702,-0.016,0.814,0.675,0.325 +Niger,2017,4.616,7.058,0.582,53.000,0.684,-0.030,0.778,0.731,0.427 +Niger,2018,5.164,7.087,0.612,53.500,0.791,0.009,0.637,0.771,0.503 +Niger,2019,5.004,7.106,0.677,54.000,0.831,0.026,0.729,0.816,0.304 +Nigeria,2006,4.710,8.326,0.735,44.120,0.649,0.085,0.871,0.781,0.178 +Nigeria,2007,4.890,8.364,0.718,44.640,0.635,0.136,0.918,0.826,0.141 +Nigeria,2008,4.939,8.403,0.780,45.160,0.584,0.119,0.892,0.740,0.244 +Nigeria,2009,4.980,8.453,0.722,45.680,0.537,0.067,0.913,0.745,0.225 +Nigeria,2010,4.760,8.504,0.824,46.200,0.565,0.067,0.911,0.782,0.190 +Nigeria,2012,5.493,8.543,0.818,47.120,0.652,0.066,0.900,0.811,0.209 +Nigeria,2013,4.818,8.581,0.663,47.580,0.622,0.051,0.905,0.638,0.286 +Nigeria,2015,4.933,8.615,0.812,48.500,0.680,-0.035,0.926,0.717,0.251 +Nigeria,2016,5.220,8.573,0.805,48.900,0.798,0.043,0.905,0.732,0.252 +Nigeria,2017,5.322,8.555,0.733,49.300,0.826,0.124,0.835,0.725,0.236 +Nigeria,2018,5.252,8.548,0.741,49.700,0.790,-0.010,0.866,0.805,0.256 +Nigeria,2019,4.356,8.544,0.734,50.100,0.729,0.032,0.873,0.715,0.245 +Nigeria,2020,5.503,8.484,0.739,50.500,0.713,0.099,0.913,0.744,0.316 +North Cyprus,2012,5.463,,0.871,,0.693,,0.855,0.709,0.405 +North Cyprus,2013,5.567,,0.869,,0.775,,0.715,0.622,0.443 +North Cyprus,2014,5.786,,0.802,,0.830,,0.692,0.724,0.311 +North Cyprus,2015,5.843,,0.791,,0.785,,0.659,0.702,0.319 +North Cyprus,2016,5.827,,0.808,,0.796,,0.670,0.644,0.346 +North Cyprus,2018,5.608,,0.837,,0.797,,0.614,0.480,0.262 +North Cyprus,2019,5.467,,0.803,,0.793,,0.640,0.494,0.296 +North Macedonia,2007,4.494,9.416,0.811,64.095,0.439,0.080,0.870,0.603,0.251 +North Macedonia,2009,4.428,9.464,0.734,64.349,0.552,-0.042,0.844,0.576,0.370 +North Macedonia,2010,4.180,9.496,0.687,64.502,0.513,-0.058,0.856,0.567,0.314 +North Macedonia,2011,4.898,9.518,0.784,64.661,0.607,-0.087,0.865,0.588,0.363 +North Macedonia,2012,4.640,9.513,0.798,64.811,0.613,-0.084,0.920,0.642,0.422 +North Macedonia,2013,5.186,9.541,0.832,64.942,0.641,0.025,0.861,0.578,0.331 +North Macedonia,2014,5.204,9.576,0.793,65.053,0.645,0.035,0.861,0.637,0.307 +North Macedonia,2015,4.976,9.613,0.766,65.145,0.660,-0.047,0.824,0.620,0.299 +North Macedonia,2016,5.346,9.640,0.871,65.225,0.706,0.080,0.870,0.639,0.292 +North Macedonia,2017,5.234,9.650,0.800,65.303,0.752,-0.059,0.856,0.502,0.299 +North Macedonia,2018,5.240,9.677,0.849,65.389,0.745,-0.041,0.910,0.590,0.298 +North Macedonia,2019,5.015,9.711,0.815,65.474,0.725,0.024,0.923,0.576,0.304 +North Macedonia,2020,5.054,9.690,0.750,65.560,0.787,0.131,0.877,0.605,0.365 +Norway,2006,7.416,11.031,0.959,71.320,0.960,0.109,0.397,0.832,0.197 +Norway,2008,7.632,11.042,0.936,71.560,0.947,0.018,0.503,0.792,0.155 +Norway,2012,7.678,11.017,0.948,72.240,0.947,0.147,0.368,0.823,0.213 +Norway,2014,7.444,11.024,0.941,72.680,0.956,0.181,0.405,0.834,0.194 +Norway,2015,7.603,11.033,0.947,72.900,0.948,0.257,0.299,0.843,0.209 +Norway,2016,7.596,11.035,0.960,73.000,0.954,0.133,0.410,0.850,0.209 +Norway,2017,7.579,11.050,0.950,73.100,0.953,0.236,0.250,0.849,0.203 +Norway,2018,7.444,11.056,0.966,73.200,0.960,0.094,0.268,0.827,0.212 +Norway,2019,7.442,11.061,0.942,73.300,0.954,0.111,0.271,0.823,0.195 +Norway,2020,7.290,11.042,0.956,73.400,0.965,0.075,0.271,0.823,0.216 +Oman,2011,6.853,10.382,,65.500,0.916,0.025,,,0.295 +Pakistan,2005,5.225,8.218,0.591,54.200,0.630,,0.844,,0.237 +Pakistan,2007,5.671,8.277,0.479,55.000,0.396,0.089,0.794,0.683,0.310 +Pakistan,2008,4.414,8.271,0.373,55.400,0.335,0.100,0.848,0.655,0.321 +Pakistan,2009,5.208,8.277,0.522,55.800,0.388,0.077,0.874,0.639,0.349 +Pakistan,2010,5.786,8.270,0.571,56.200,0.364,0.300,0.852,0.651,0.372 +Pakistan,2011,5.267,8.276,0.510,56.420,0.376,0.030,0.857,0.628,0.358 +Pakistan,2012,5.132,8.289,0.542,56.640,0.367,0.165,0.842,0.665,0.332 +Pakistan,2013,5.138,8.311,0.607,56.860,0.448,0.100,0.792,0.598,0.274 +Pakistan,2014,5.436,8.336,0.552,57.080,0.543,0.140,0.677,0.585,0.295 +Pakistan,2015,4.823,8.361,0.562,57.300,0.587,0.085,0.717,0.575,0.329 +Pakistan,2016,5.549,8.394,0.627,57.700,0.634,0.095,0.793,0.648,0.332 +Pakistan,2017,5.831,8.428,0.690,58.100,0.713,0.045,0.714,0.586,0.308 +Pakistan,2018,5.472,8.464,0.685,58.500,0.773,0.069,0.799,0.567,0.377 +Pakistan,2019,4.443,8.453,0.617,58.900,0.685,0.124,0.776,0.581,0.424 +Palestinian Territories,2006,4.716,8.213,0.818,61.780,0.547,,0.858,0.497,0.431 +Palestinian Territories,2007,4.151,8.218,0.712,61.897,0.365,-0.080,0.844,0.566,0.412 +Palestinian Territories,2008,4.386,8.276,0.666,62.015,0.358,-0.070,0.753,0.571,0.403 +Palestinian Territories,2009,4.470,8.329,0.738,62.132,0.468,-0.085,0.797,0.544,0.466 +Palestinian Territories,2010,4.703,8.383,0.822,62.250,0.504,-0.117,0.752,0.628,0.381 +Palestinian Territories,2011,4.751,8.474,0.751,,0.522,-0.127,0.750,0.567,0.388 +Palestinian Territories,2012,4.647,8.531,0.782,,0.542,-0.153,0.730,0.616,0.379 +Palestinian Territories,2013,4.844,8.489,0.761,,0.454,-0.150,0.780,0.594,0.365 +Palestinian Territories,2014,4.722,8.457,0.775,,0.657,-0.147,0.804,0.565,0.380 +Palestinian Territories,2015,4.695,8.480,0.766,,0.556,-0.153,0.774,0.594,0.369 +Palestinian Territories,2016,4.907,8.498,0.818,,0.608,-0.129,0.812,0.593,0.378 +Palestinian Territories,2017,4.628,8.485,0.824,,0.632,-0.163,0.831,0.597,0.416 +Palestinian Territories,2018,4.554,,0.819,,0.655,,0.814,0.610,0.419 +Palestinian Territories,2019,4.483,,0.833,,0.653,,0.829,0.625,0.400 +Panama,2006,6.128,9.764,0.951,67.900,0.882,-0.047,0.912,0.845,0.232 +Panama,2007,6.894,9.859,0.937,68.000,0.640,0.083,0.915,0.820,0.149 +Panama,2008,6.931,9.935,0.922,68.100,0.707,0.060,0.881,0.819,0.150 +Panama,2009,7.034,9.930,0.905,68.200,0.721,0.014,0.889,0.883,0.144 +Panama,2010,7.321,9.969,0.928,68.300,0.755,-0.009,0.880,0.888,0.146 +Panama,2011,7.248,10.059,0.876,68.500,0.829,0.009,0.840,0.885,0.180 +Panama,2012,6.860,10.135,0.897,68.700,0.783,-0.002,0.796,0.869,0.207 +Panama,2013,6.866,10.184,0.896,68.900,0.811,0.018,0.814,0.869,0.226 +Panama,2014,6.631,10.217,0.873,69.100,0.894,0.002,0.847,0.808,0.254 +Panama,2015,6.606,10.255,0.883,69.300,0.847,-0.007,0.810,0.801,0.264 +Panama,2016,6.118,10.287,0.882,69.400,0.884,-0.102,0.837,0.858,0.244 +Panama,2017,6.568,10.324,0.912,69.500,0.900,-0.170,0.841,0.833,0.242 +Panama,2018,6.281,10.343,0.904,69.600,0.861,-0.131,0.837,0.884,0.223 +Panama,2019,6.086,10.356,0.886,69.700,0.883,-0.199,0.869,0.878,0.244 +Paraguay,2006,4.730,9.088,0.895,63.620,0.691,0.066,0.841,0.816,0.303 +Paraguay,2007,5.272,9.126,0.863,63.840,0.699,0.132,0.930,0.867,0.219 +Paraguay,2008,5.570,9.174,0.889,64.060,0.649,0.057,0.891,0.849,0.259 +Paraguay,2009,5.576,9.158,0.900,64.280,0.718,0.027,0.857,0.832,0.186 +Paraguay,2010,5.841,9.250,0.889,64.500,0.726,0.076,0.780,0.855,0.176 +Paraguay,2011,5.677,9.278,0.869,64.620,0.666,0.191,0.756,0.810,0.190 +Paraguay,2012,5.820,9.259,0.931,64.740,0.748,0.200,0.774,0.837,0.213 +Paraguay,2013,5.936,9.326,0.939,64.860,0.909,0.046,0.903,0.919,0.224 +Paraguay,2014,5.119,9.360,0.959,64.980,0.759,-0.002,0.762,0.944,0.216 +Paraguay,2015,5.560,9.377,0.914,65.100,0.806,-0.008,0.863,0.866,0.219 +Paraguay,2016,5.801,9.406,0.940,65.300,0.854,-0.071,0.756,0.925,0.197 +Paraguay,2017,5.713,9.441,0.902,65.500,0.891,0.003,0.810,0.903,0.232 +Paraguay,2019,5.653,9.448,0.892,65.900,0.876,0.028,0.882,0.858,0.275 +Peru,2006,4.811,8.989,0.875,65.340,0.668,-0.071,0.895,0.697,0.420 +Peru,2007,5.214,9.063,0.756,65.580,0.638,-0.078,0.931,0.758,0.361 +Peru,2008,5.129,9.142,0.777,65.820,0.638,-0.067,0.896,0.763,0.354 +Peru,2009,5.519,9.145,0.799,66.060,0.638,-0.079,0.880,0.811,0.320 +Peru,2010,5.613,9.217,0.812,66.300,0.757,-0.060,0.881,0.800,0.330 +Peru,2011,5.892,9.270,0.756,66.480,0.773,-0.123,0.824,0.780,0.331 +Peru,2012,5.825,9.322,0.764,66.660,0.703,-0.079,0.867,0.757,0.398 +Peru,2013,5.783,9.369,0.797,66.840,0.703,-0.066,0.870,0.778,0.390 +Peru,2014,5.866,9.382,0.819,67.020,0.722,-0.136,0.878,0.759,0.319 +Peru,2015,5.577,9.402,0.798,67.200,0.802,-0.090,0.884,0.754,0.378 +Peru,2016,5.701,9.426,0.803,67.500,0.830,-0.134,0.866,0.822,0.338 +Peru,2017,5.711,9.434,0.830,67.800,0.827,-0.154,0.895,0.789,0.394 +Peru,2018,5.680,9.456,0.845,68.100,0.830,-0.178,0.906,0.809,0.380 +Peru,2019,5.999,9.461,0.809,68.400,0.815,-0.130,0.874,0.820,0.375 +Philippines,2006,4.670,8.562,0.795,59.800,0.828,0.063,0.841,0.832, +Philippines,2007,5.074,8.608,0.801,60.000,0.852,-0.022,0.880,0.784,0.378 +Philippines,2008,4.589,8.634,0.798,60.200,0.861,0.083,0.817,0.805,0.384 +Philippines,2009,4.880,8.632,0.775,60.400,0.874,0.004,0.805,0.846,0.311 +Philippines,2010,4.942,8.686,0.805,60.600,0.893,0.033,0.812,0.876,0.294 +Philippines,2011,4.994,8.707,0.789,60.800,0.883,0.073,0.783,0.851,0.358 +Philippines,2012,5.002,8.756,0.813,61.000,0.914,0.053,0.771,0.865,0.351 +Philippines,2013,4.977,8.805,0.846,61.200,0.907,0.021,0.756,0.799,0.332 +Philippines,2014,5.313,8.850,0.813,61.400,0.902,-0.015,0.787,0.813,0.334 +Philippines,2015,5.547,8.896,0.854,61.600,0.912,-0.051,0.755,0.805,0.351 +Philippines,2016,5.431,8.950,0.821,61.700,0.908,-0.071,0.792,0.821,0.290 +Philippines,2017,5.594,9.002,0.851,61.800,0.926,-0.141,0.711,0.769,0.341 +Philippines,2018,5.869,9.050,0.846,61.900,0.918,-0.108,0.726,0.773,0.393 +Philippines,2019,6.268,9.095,0.845,62.000,0.910,-0.083,0.748,0.781,0.341 +Philippines,2020,5.080,9.061,0.781,62.100,0.932,-0.116,0.744,0.804,0.327 +Poland,2005,5.587,9.849,0.922,66.300,0.782,,0.983,0.715,0.282 +Poland,2007,5.886,9.978,0.913,66.700,0.772,-0.047,0.925,0.760,0.238 +Poland,2009,5.772,10.047,0.917,67.100,0.821,0.073,0.898,0.690,0.246 +Poland,2010,5.887,10.085,0.955,67.300,0.795,0.002,0.905,0.737,0.234 +Poland,2011,5.646,10.133,0.905,67.460,0.868,-0.067,0.908,0.725,0.224 +Poland,2012,5.876,10.149,0.936,67.620,0.811,-0.027,0.888,0.787,0.267 +Poland,2013,5.746,10.164,0.912,67.780,0.776,-0.137,0.916,0.784,0.242 +Poland,2014,5.750,10.197,0.924,67.940,0.875,-0.064,0.898,0.777,0.223 +Poland,2015,6.007,10.235,0.893,68.100,0.793,-0.093,0.810,0.734,0.240 +Poland,2016,6.162,10.266,0.917,68.500,0.871,-0.091,0.848,0.777,0.224 +Poland,2017,6.201,10.314,0.882,68.900,0.831,-0.122,0.639,0.677,0.203 +Poland,2018,6.111,10.366,0.863,69.300,0.870,-0.254,0.720,0.742,0.176 +Poland,2019,6.242,10.407,0.878,69.700,0.883,-0.231,0.696,0.725,0.168 +Poland,2020,6.139,10.371,0.953,70.100,0.767,-0.007,0.787,0.760,0.329 +Portugal,2006,5.405,10.360,0.905,69.840,0.882,-0.179,0.880,0.709,0.333 +Portugal,2008,5.717,10.384,0.886,70.320,0.646,-0.217,0.933,0.703,0.309 +Portugal,2010,5.095,10.368,0.864,70.800,0.721,-0.106,0.948,0.742,0.265 +Portugal,2011,5.220,10.353,0.856,71.000,0.875,-0.173,0.962,0.725,0.279 +Portugal,2012,4.994,10.315,0.866,71.200,0.774,-0.097,0.959,0.729,0.370 +Portugal,2013,5.158,10.312,0.867,71.400,0.788,-0.118,0.946,0.700,0.348 +Portugal,2014,5.127,10.325,0.862,71.600,0.847,-0.126,0.941,0.705,0.358 +Portugal,2015,5.081,10.347,0.866,71.800,0.800,-0.163,0.941,0.657,0.371 +Portugal,2016,5.447,10.370,0.905,72.000,0.838,-0.225,0.922,0.684,0.326 +Portugal,2017,5.711,10.407,0.900,72.200,0.905,-0.176,0.881,0.649,0.294 +Portugal,2018,5.920,10.434,0.887,72.400,0.877,-0.261,0.880,0.679,0.318 +Portugal,2019,6.095,10.457,0.876,72.600,0.882,-0.234,0.915,0.710,0.300 +Portugal,2020,5.768,10.371,0.875,72.800,0.913,-0.238,0.867,0.648,0.383 +Qatar,2009,6.418,11.456,0.894,66.580,0.865,0.235,0.184,0.678,0.258 +Qatar,2010,6.850,11.520,,66.700,,0.104,,, +Qatar,2011,6.592,11.553,0.857,67.020,0.905,0.012,,0.761,0.328 +Qatar,2012,6.611,11.523,0.838,67.340,0.924,0.162,,0.766,0.322 +Qatar,2015,6.375,11.486,,68.300,,,,, +Romania,2005,5.049,9.724,0.838,64.000,0.800,,0.957,0.642,0.346 +Romania,2007,5.394,9.892,0.736,64.480,0.686,-0.188,0.949,0.644,0.277 +Romania,2009,5.368,9.949,0.812,64.960,0.606,-0.196,0.967,0.548,0.270 +Romania,2010,4.909,9.915,0.689,65.200,0.566,-0.085,0.974,0.596,0.344 +Romania,2011,5.023,9.940,0.753,65.420,0.650,-0.140,0.964,0.543,0.294 +Romania,2012,5.167,9.965,0.740,65.640,0.645,-0.112,0.959,0.556,0.343 +Romania,2013,5.082,10.004,0.778,65.860,0.655,-0.129,0.952,0.640,0.329 +Romania,2014,5.727,10.041,0.753,66.080,0.754,-0.100,0.958,0.654,0.331 +Romania,2015,5.777,10.083,0.787,66.300,0.796,-0.141,0.962,0.714,0.312 +Romania,2016,5.969,10.136,0.809,66.600,0.822,-0.115,0.949,0.694,0.258 +Romania,2017,6.090,10.211,0.811,66.900,0.839,-0.160,0.926,0.734,0.231 +Romania,2018,6.151,10.260,0.818,67.200,0.845,-0.217,0.921,0.735,0.298 +Romania,2019,6.130,10.306,0.842,67.500,0.848,-0.221,0.954,0.697,0.244 +Russia,2006,4.964,9.991,0.895,58.680,0.643,-0.307,0.935,0.611,0.232 +Russia,2007,5.223,10.074,0.885,59.260,0.593,-0.284,0.933,0.623,0.193 +Russia,2008,5.619,10.125,0.882,59.840,0.643,-0.305,0.924,0.594,0.166 +Russia,2009,5.158,10.044,0.908,60.420,0.617,-0.283,0.954,0.566,0.169 +Russia,2010,5.385,10.087,0.909,61.000,0.613,-0.296,0.937,0.589,0.171 +Russia,2011,5.389,10.129,0.883,61.420,0.626,-0.279,0.935,0.601,0.165 +Russia,2012,5.621,10.166,0.901,61.840,0.609,-0.293,0.938,0.611,0.174 +Russia,2013,5.537,10.182,0.881,62.260,0.661,-0.289,0.934,0.680,0.180 +Russia,2014,6.037,10.171,0.932,62.680,0.744,-0.265,0.869,0.688,0.151 +Russia,2015,5.996,10.149,0.924,63.100,0.685,-0.171,0.913,0.679,0.130 +Russia,2016,5.855,10.149,0.911,63.500,0.714,-0.181,0.925,0.636,0.142 +Russia,2017,5.579,10.166,0.896,63.900,0.731,-0.145,0.862,0.710,0.195 +Russia,2018,5.514,10.191,0.909,64.300,0.729,-0.147,0.865,0.673,0.199 +Russia,2019,5.441,10.205,0.910,64.700,0.715,-0.116,0.848,0.691,0.200 +Russia,2020,5.495,10.162,0.887,65.100,0.714,-0.071,0.823,0.645,0.190 +Rwanda,2006,4.215,7.111,0.718,49.880,0.915,,0.299,0.735,0.189 +Rwanda,2008,4.363,7.239,0.486,53.040,0.752,0.017,0.286,0.643,0.221 +Rwanda,2009,4.030,7.273,0.559,54.620,0.766,-0.001,0.410,0.678,0.112 +Rwanda,2011,4.097,7.369,0.570,56.820,0.829,-0.039,0.161,0.665,0.154 +Rwanda,2012,3.333,7.428,0.637,57.440,0.835,-0.012,0.081,0.703,0.132 +Rwanda,2013,3.466,7.449,0.750,58.060,0.904,-0.028,0.117,0.760,0.167 +Rwanda,2014,3.596,7.484,0.748,58.680,0.894,-0.023,0.078,0.763,0.134 +Rwanda,2015,3.483,7.544,0.678,59.300,0.908,0.025,0.095,0.721,0.206 +Rwanda,2016,3.333,7.576,0.665,59.900,0.911,0.025,0.159,0.752,0.285 +Rwanda,2017,3.108,7.588,0.517,60.500,0.908,0.051,0.214,0.762,0.358 +Rwanda,2018,3.561,7.644,0.616,61.100,0.924,0.057,0.164,0.793,0.308 +Rwanda,2019,3.268,7.708,0.489,61.700,0.869,0.064,0.168,0.736,0.418 +Saudi Arabia,2005,7.080,10.699,0.868,63.500,,,0.505,0.730,0.243 +Saudi Arabia,2007,7.267,10.689,0.892,63.860,0.622,0.005,,0.772,0.232 +Saudi Arabia,2008,6.811,10.722,0.823,64.040,0.532,-0.022,0.508,0.710,0.202 +Saudi Arabia,2009,6.148,10.673,0.921,64.220,0.639,-0.110,0.445,0.742,0.319 +Saudi Arabia,2010,6.307,10.693,0.880,64.400,0.678,-0.033,,0.645,0.297 +Saudi Arabia,2011,6.700,10.758,0.830,64.600,0.603,-0.142,,0.726,0.240 +Saudi Arabia,2012,6.396,10.779,0.867,64.800,0.560,-0.120,,0.715,0.225 +Saudi Arabia,2013,6.495,10.776,0.827,65.000,0.661,-0.081,,0.744,0.276 +Saudi Arabia,2014,6.278,10.783,0.818,65.200,0.762,-0.073,,0.705,0.313 +Saudi Arabia,2015,6.345,10.798,0.820,65.400,0.820,-0.045,,0.724,0.327 +Saudi Arabia,2016,6.474,10.792,0.890,65.700,0.774,-0.132,,0.793,0.266 +Saudi Arabia,2017,6.294,10.764,0.840,66.000,0.814,-0.131,,0.775,0.306 +Saudi Arabia,2018,6.356,10.771,0.868,66.300,0.855,-0.192,,0.764,0.288 +Saudi Arabia,2019,6.561,10.757,0.912,66.600,0.891,-0.147,,0.732,0.238 +Saudi Arabia,2020,6.560,10.701,0.890,66.900,0.884,-0.111,,0.754,0.251 +Senegal,2006,4.417,7.881,0.760,53.380,0.736,-0.051,0.805,0.740,0.225 +Senegal,2007,4.680,7.903,0.718,54.060,0.698,-0.002,0.827,0.714,0.199 +Senegal,2008,4.683,7.916,0.756,54.740,0.612,-0.030,0.879,0.673,0.252 +Senegal,2009,4.335,7.909,0.810,55.420,0.557,-0.036,0.918,0.757,0.228 +Senegal,2010,4.372,7.917,0.760,56.100,0.777,-0.077,0.851,0.769,0.143 +Senegal,2011,3.834,7.904,0.602,56.560,0.641,-0.160,0.870,0.752,0.180 +Senegal,2012,3.669,7.926,0.711,57.020,0.668,-0.036,0.852,0.771,0.214 +Senegal,2013,3.647,7.926,0.823,57.480,0.636,-0.052,0.837,0.680,0.165 +Senegal,2014,4.395,7.961,0.856,57.940,0.692,-0.045,0.700,0.725,0.157 +Senegal,2015,4.617,7.995,0.702,58.400,0.720,-0.111,0.765,0.711,0.208 +Senegal,2016,4.595,8.029,0.839,58.800,0.744,-0.086,0.794,0.784,0.245 +Senegal,2017,4.683,8.072,0.744,59.200,0.687,-0.044,0.825,0.746,0.291 +Senegal,2018,4.769,8.106,0.739,59.600,0.629,-0.074,0.805,0.714,0.247 +Senegal,2019,5.489,8.130,0.688,60.000,0.759,-0.019,0.796,0.789,0.332 +Serbia,2007,4.750,9.532,0.844,65.600,0.453,-0.165,0.905,0.576,0.334 +Serbia,2009,4.380,9.568,0.770,66.000,0.373,-0.178,0.961,0.544,0.435 +Serbia,2010,4.461,9.579,0.726,66.200,0.463,-0.170,0.965,0.532,0.415 +Serbia,2011,4.815,9.607,0.773,66.360,0.440,-0.185,0.977,0.545,0.410 +Serbia,2012,5.155,9.605,0.819,66.520,0.461,-0.130,0.952,0.514,0.371 +Serbia,2013,5.102,9.638,0.828,66.680,0.533,-0.100,0.908,0.529,0.403 +Serbia,2014,5.113,9.627,0.783,66.840,0.532,0.072,0.912,0.498,0.326 +Serbia,2015,5.318,9.649,0.816,67.000,0.546,-0.062,0.859,0.496,0.303 +Serbia,2016,5.753,9.688,0.895,67.400,0.614,-0.068,0.890,0.535,0.298 +Serbia,2017,5.122,9.713,0.884,67.800,0.685,-0.077,0.851,0.510,0.326 +Serbia,2018,5.936,9.762,0.853,68.200,0.740,-0.100,0.864,0.559,0.296 +Serbia,2019,6.241,9.808,0.903,68.600,0.753,-0.040,0.813,0.509,0.242 +Serbia,2020,6.042,9.788,0.852,69.000,0.843,0.149,0.824,0.603,0.358 +Sierra Leone,2006,3.628,7.136,0.561,40.300,0.679,0.101,0.836,0.505,0.381 +Sierra Leone,2007,3.585,7.187,0.686,41.200,0.720,0.248,0.830,0.582,0.290 +Sierra Leone,2008,2.997,7.215,0.591,42.100,0.716,0.148,0.925,0.534,0.370 +Sierra Leone,2010,4.134,7.254,0.812,43.900,0.726,0.012,0.910,0.514,0.290 +Sierra Leone,2011,4.502,7.292,0.782,44.320,0.770,0.005,0.855,0.446,0.300 +Sierra Leone,2013,4.514,7.577,0.708,45.160,0.720,-0.071,0.856,0.521,0.423 +Sierra Leone,2014,4.500,7.600,0.869,45.580,0.681,0.034,0.786,0.570,0.334 +Sierra Leone,2015,4.909,7.347,0.611,46.000,0.624,0.050,0.825,0.625,0.414 +Sierra Leone,2016,4.733,7.384,0.657,47.600,0.681,0.106,0.863,0.584,0.456 +Sierra Leone,2017,4.090,7.404,0.652,49.200,0.711,0.079,0.848,0.600,0.495 +Sierra Leone,2018,4.306,7.417,0.650,50.800,0.716,0.095,0.856,0.552,0.466 +Sierra Leone,2019,3.447,7.449,0.611,52.400,0.718,0.074,0.874,0.513,0.438 +Singapore,2006,6.463,11.168,0.904,73.600,0.757,0.138,,0.751,0.267 +Singapore,2007,6.834,11.212,0.921,73.900,0.867,0.293,0.064,0.700,0.114 +Singapore,2008,6.642,11.178,0.845,74.200,0.661,0.046,0.066,0.721,0.256 +Singapore,2009,6.145,11.149,0.866,74.500,0.776,-0.075,0.035,0.500,0.208 +Singapore,2010,6.531,11.267,0.864,74.800,0.846,-0.018,0.060,0.602,0.131 +Singapore,2011,6.561,11.307,0.904,75.020,0.822,-0.149,0.099,0.483,0.144 +Singapore,2013,6.533,11.357,0.808,75.460,0.827,0.115,0.242,0.770,0.148 +Singapore,2014,7.062,11.383,0.822,75.680,0.835,0.154,0.133,0.841,0.180 +Singapore,2015,6.620,11.400,0.866,75.900,0.887,0.150,0.099,0.803,0.142 +Singapore,2016,6.033,11.419,0.925,76.200,0.904,0.143,0.047,0.824,0.111 +Singapore,2017,6.378,11.461,0.897,76.500,0.926,0.136,0.162,0.800,0.179 +Singapore,2018,6.375,11.490,0.903,76.800,0.916,-0.066,0.097,0.787,0.107 +Singapore,2019,6.378,11.486,0.925,77.100,0.938,0.027,0.070,0.723,0.138 +Slovakia,2006,5.265,10.015,0.954,66.000,0.542,-0.050,0.946,0.678,0.308 +Slovakia,2010,6.052,10.169,0.920,66.800,0.636,-0.101,0.907,0.666,0.277 +Slovakia,2011,5.945,10.196,0.917,67.040,0.727,0.010,0.907,0.637,0.287 +Slovakia,2012,5.911,10.213,0.926,67.280,0.620,-0.028,0.907,0.656,0.302 +Slovakia,2013,5.937,10.218,0.909,67.520,0.598,-0.051,0.915,0.698,0.277 +Slovakia,2014,6.139,10.244,0.924,67.760,0.635,-0.126,0.914,0.703,0.267 +Slovakia,2015,6.162,10.291,0.943,68.000,0.587,-0.128,0.928,0.714,0.269 +Slovakia,2016,5.993,10.310,0.945,68.300,0.700,-0.061,0.917,0.774,0.232 +Slovakia,2017,6.366,10.339,0.913,68.600,0.714,-0.055,0.920,0.788,0.213 +Slovakia,2018,6.235,10.376,0.922,68.900,0.758,-0.167,0.910,0.754,0.253 +Slovakia,2019,6.243,10.398,0.933,69.200,0.771,-0.129,0.926,0.750,0.252 +Slovakia,2020,6.519,10.332,0.954,69.500,0.762,-0.075,0.901,0.764,0.274 +Slovenia,2006,5.811,10.403,0.936,68.000,0.936,0.043,0.708,0.652,0.307 +Slovenia,2009,5.830,10.410,0.919,68.900,0.896,-0.019,0.804,0.641,0.303 +Slovenia,2010,6.083,10.419,0.917,69.200,0.896,0.029,0.845,0.671,0.295 +Slovenia,2011,6.036,10.426,0.931,69.400,0.907,-0.025,0.893,0.652,0.285 +Slovenia,2012,6.063,10.397,0.925,69.600,0.904,-0.020,0.891,0.656,0.284 +Slovenia,2013,5.975,10.385,0.932,69.800,0.890,0.036,0.918,0.635,0.274 +Slovenia,2014,5.678,10.412,0.908,70.000,0.888,0.052,0.909,0.620,0.291 +Slovenia,2015,5.741,10.433,0.901,70.200,0.896,0.008,0.892,0.659,0.261 +Slovenia,2016,5.937,10.463,0.934,70.500,0.904,-0.055,0.838,0.626,0.272 +Slovenia,2017,6.167,10.509,0.928,70.800,0.921,-0.025,0.829,0.615,0.286 +Slovenia,2018,6.249,10.546,0.941,71.100,0.942,-0.119,0.839,0.644,0.275 +Slovenia,2019,6.665,10.563,0.949,71.400,0.945,-0.102,0.785,0.679,0.228 +Slovenia,2020,6.462,10.478,0.953,71.700,0.958,-0.081,0.797,0.610,0.314 +Somalia,2014,5.528,,0.611,49.600,0.874,,0.456,0.834,0.207 +Somalia,2015,5.354,,0.599,50.100,0.968,,0.410,0.901,0.187 +Somalia,2016,4.668,,0.594,50.000,0.917,,0.441,0.891,0.193 +Somaliland region,2009,4.991,,0.880,,0.746,,0.513,0.819,0.112 +Somaliland region,2010,4.657,,0.829,,0.820,,0.471,0.769,0.083 +Somaliland region,2011,4.931,,0.788,,0.858,,0.357,0.749,0.122 +Somaliland region,2012,5.057,,0.786,,0.758,,0.334,0.735,0.152 +South Africa,2006,5.084,9.386,0.913,48.020,0.649,-0.084,,0.802,0.223 +South Africa,2007,5.204,9.426,0.788,48.640,0.690,-0.158,0.859,0.735,0.210 +South Africa,2008,5.346,9.444,0.810,49.260,0.749,-0.095,0.866,0.773,0.206 +South Africa,2009,5.218,9.414,0.877,49.880,0.739,-0.154,0.904,0.727,0.231 +South Africa,2010,4.652,9.430,0.917,50.500,0.739,-0.202,0.791,0.794,0.124 +South Africa,2011,4.931,9.447,0.858,51.460,0.835,-0.154,0.819,0.763,0.230 +South Africa,2012,5.134,9.453,0.907,52.420,0.590,-0.163,0.838,0.761,0.178 +South Africa,2013,3.661,9.461,0.839,53.380,0.714,-0.077,0.800,0.773,0.167 +South Africa,2014,4.828,9.464,0.881,54.340,0.794,-0.117,0.820,0.798,0.243 +South Africa,2015,4.887,9.460,0.898,55.300,0.862,-0.127,0.853,0.781,0.161 +South Africa,2016,4.770,9.450,0.875,55.700,0.774,-0.070,0.813,0.786,0.301 +South Africa,2017,4.514,9.450,0.870,56.100,0.787,-0.129,0.865,0.785,0.268 +South Africa,2018,4.884,9.444,0.841,56.500,0.753,-0.050,0.841,0.812,0.283 +South Africa,2019,5.035,9.432,0.848,56.900,0.738,-0.134,0.820,0.801,0.268 +South Africa,2020,4.947,9.332,0.891,57.300,0.757,-0.015,0.912,0.820,0.294 +South Korea,2006,5.332,10.310,0.775,70.200,0.715,-0.052,0.799,0.651,0.338 +South Korea,2007,5.767,10.361,0.827,70.500,0.656,-0.059,0.803,0.690,0.226 +South Korea,2008,5.390,10.383,0.754,70.800,0.524,-0.102,0.771,0.643,0.239 +South Korea,2009,5.648,10.386,0.811,71.100,0.600,-0.096,0.787,0.697,0.209 +South Korea,2010,6.116,10.447,0.816,71.400,0.677,-0.033,0.752,0.662,0.130 +South Korea,2011,6.947,10.475,0.809,71.660,0.682,-0.048,0.827,0.656,0.168 +South Korea,2012,6.003,10.494,0.775,71.920,0.618,,0.844,0.664,0.206 +South Korea,2013,5.959,10.520,0.797,72.180,0.642,-0.050,0.832,0.676,0.189 +South Korea,2014,5.801,10.546,0.738,72.440,0.623,-0.043,0.834,0.653,0.283 +South Korea,2015,5.780,10.568,0.768,72.700,0.616,-0.036,0.841,0.650,0.244 +South Korea,2016,5.971,10.593,0.811,73.000,0.591,0.026,0.862,0.676,0.233 +South Korea,2017,5.874,10.621,0.807,73.300,0.538,0.014,0.851,0.623,0.235 +South Korea,2018,5.840,10.643,0.798,73.600,0.600,-0.089,0.797,0.661,0.217 +South Korea,2019,5.903,10.661,0.783,73.900,0.706,-0.055,0.718,0.684,0.236 +South Korea,2020,5.793,10.648,0.808,74.200,0.711,-0.106,0.665,0.640,0.247 +South Sudan,2014,3.832,,0.545,49.840,0.567,,0.742,0.614,0.428 +South Sudan,2015,4.071,,0.585,50.200,0.512,,0.710,0.586,0.450 +South Sudan,2016,2.888,,0.532,50.600,0.440,,0.785,0.615,0.549 +South Sudan,2017,2.817,,0.557,51.000,0.456,,0.761,0.586,0.517 +Spain,2005,7.153,10.546,0.961,71.500,0.916,,0.777,0.776,0.241 +Spain,2007,6.995,10.587,0.957,72.060,0.782,-0.093,0.784,0.763,0.264 +Spain,2008,7.294,10.579,0.948,72.340,0.834,-0.150,0.683,0.772,0.260 +Spain,2009,6.199,10.532,0.929,72.620,0.749,-0.127,0.798,0.752,0.336 +Spain,2010,6.188,10.529,0.950,72.900,0.796,-0.138,0.840,0.724,0.322 +Spain,2011,6.518,10.518,0.944,73.020,0.819,-0.122,0.846,0.737,0.356 +Spain,2012,6.291,10.487,0.937,73.140,0.755,-0.059,0.844,0.749,0.366 +Spain,2013,6.150,10.476,0.929,73.260,0.759,-0.101,0.916,0.696,0.372 +Spain,2014,6.456,10.492,0.948,73.380,0.738,-0.028,0.854,0.716,0.335 +Spain,2015,6.381,10.531,0.956,73.500,0.732,-0.072,0.822,0.732,0.285 +Spain,2016,6.319,10.560,0.942,73.800,0.768,-0.048,0.819,0.653,0.301 +Spain,2017,6.230,10.586,0.903,74.100,0.756,-0.032,0.791,0.625,0.302 +Spain,2018,6.513,10.605,0.910,74.400,0.722,-0.075,0.777,0.659,0.357 +Spain,2019,6.457,10.618,0.949,74.700,0.778,-0.049,0.730,0.663,0.316 +Spain,2020,6.502,10.488,0.935,75.000,0.783,-0.121,0.730,0.686,0.317 +Sri Lanka,2006,4.345,8.912,0.864,65.780,0.724,0.062,0.838,0.757,0.216 +Sri Lanka,2007,4.415,8.970,0.838,65.860,0.736,0.110,0.847,0.709,0.220 +Sri Lanka,2008,4.431,9.021,0.816,65.940,0.834,0.163,0.861,0.790,0.153 +Sri Lanka,2009,4.212,9.049,0.830,66.020,0.799,0.306,0.690,0.770,0.172 +Sri Lanka,2010,3.977,9.119,0.814,66.100,0.738,0.259,0.769,0.823,0.163 +Sri Lanka,2011,4.181,9.193,0.842,66.200,0.823,0.145,0.760,0.825,0.175 +Sri Lanka,2012,4.225,9.279,0.824,66.300,0.800,0.161,0.823,0.864,0.197 +Sri Lanka,2013,4.365,9.305,0.809,66.400,0.834,0.268,0.842,0.860,0.208 +Sri Lanka,2014,4.268,9.344,0.805,66.500,0.868,0.299,0.791,0.843,0.187 +Sri Lanka,2015,4.612,9.383,0.863,66.600,0.902,0.319,0.859,0.848,0.235 +Sri Lanka,2017,4.331,9.440,0.823,67.000,0.827,0.094,0.844,0.795,0.270 +Sri Lanka,2018,4.435,9.462,0.833,67.200,0.859,0.106,0.856,0.831,0.302 +Sri Lanka,2019,4.213,9.479,0.815,67.400,0.824,0.051,0.863,0.816,0.315 +Sudan,2009,4.455,8.106,0.911,53.700,0.710,0.077,0.701,0.734,0.245 +Sudan,2010,4.435,8.076,0.855,54.000,0.648,-0.040,0.737,0.669,0.221 +Sudan,2011,4.314,8.204,0.818,54.280,0.583,-0.024,0.663,0.586,0.249 +Sudan,2012,4.550,8.296,0.813,54.560,0.412,-0.056,0.734,0.576,0.242 +Sudan,2014,4.139,8.317,0.811,55.120,0.390,-0.063,0.794,0.541,0.303 +Suriname,2012,6.269,9.797,0.797,62.240,0.885,-0.077,0.751,0.764,0.250 +Swaziland,2011,4.867,8.940,0.837,40.808,0.607,-0.067,0.917,0.821,0.251 +Swaziland,2018,4.212,9.060,0.779,50.353,0.710,-0.178,0.692,0.824,0.252 +Swaziland,2019,4.396,9.070,0.759,51.270,0.597,-0.191,0.724,0.778,0.280 +Sweden,2005,7.376,10.739,0.951,71.200,0.964,,,0.840,0.151 +Sweden,2007,7.241,10.806,0.917,71.480,0.910,0.146,0.289,0.796,0.177 +Sweden,2008,7.516,10.793,0.923,71.620,0.912,0.125,0.314,0.804,0.134 +Sweden,2009,7.266,10.740,0.903,71.760,0.864,0.221,0.292,0.820,0.151 +Sweden,2010,7.496,10.790,0.970,71.900,0.905,0.141,0.253,0.833,0.200 +Sweden,2011,7.382,10.814,0.921,71.980,0.941,0.161,0.269,0.815,0.179 +Sweden,2012,7.560,10.800,0.929,72.060,0.944,0.132,0.254,0.855,0.170 +Sweden,2013,7.434,10.804,0.916,72.140,0.936,0.159,0.324,0.829,0.184 +Sweden,2014,7.239,10.820,0.933,72.220,0.945,0.202,0.250,0.836,0.208 +Sweden,2015,7.289,10.853,0.929,72.300,0.935,0.211,0.232,0.818,0.191 +Sweden,2016,7.369,10.861,0.912,72.400,0.918,0.146,0.246,0.816,0.201 +Sweden,2017,7.287,10.873,0.914,72.500,0.935,0.170,0.239,0.814,0.175 +Sweden,2018,7.375,10.881,0.931,72.600,0.942,0.077,0.263,0.823,0.161 +Sweden,2019,7.398,10.882,0.934,72.700,0.942,0.091,0.250,0.826,0.202 +Sweden,2020,7.314,10.838,0.936,72.800,0.951,0.091,0.203,0.766,0.222 +Switzerland,2006,7.473,11.050,0.951,71.540,0.919,0.290,0.408,0.821,0.212 +Switzerland,2009,7.525,11.055,0.938,72.260,0.891,0.125,0.342,0.814,0.202 +Switzerland,2012,7.776,11.079,0.947,72.780,0.945,0.139,0.323,0.859,0.176 +Switzerland,2014,7.493,11.098,0.959,73.060,0.949,0.060,0.283,0.823,0.189 +Switzerland,2015,7.572,11.100,0.938,73.200,0.928,0.109,0.210,0.809,0.166 +Switzerland,2016,7.459,11.106,0.928,73.500,0.934,0.088,0.302,0.779,0.206 +Switzerland,2017,7.474,11.115,0.950,73.800,0.925,0.180,0.316,0.774,0.196 +Switzerland,2018,7.509,11.134,0.930,74.100,0.926,0.101,0.301,0.792,0.192 +Switzerland,2019,7.694,11.136,0.949,74.400,0.913,0.036,0.294,0.798,0.171 +Switzerland,2020,7.508,11.081,0.946,74.700,0.917,-0.064,0.280,0.769,0.193 +Syria,2008,5.323,8.652,0.712,63.900,0.661,0.122,0.680,0.609,0.338 +Syria,2009,4.979,8.654,0.842,64.000,0.748,0.082,0.688,0.574,0.292 +Syria,2010,4.465,8.729,0.934,64.100,0.647,0.008,0.743,0.558,0.225 +Syria,2011,4.038,8.727,0.576,62.320,0.530,0.131,0.741,0.599,0.496 +Syria,2012,3.164,8.563,0.588,60.540,0.467,0.316,0.673,0.464,0.705 +Syria,2013,2.688,8.396,0.585,58.760,0.455,0.225,0.663,0.387,0.622 +Syria,2015,3.462,8.442,0.464,55.200,0.448,0.045,0.685,0.369,0.643 +Taiwan Province of China,2006,6.189,10.613,0.882,68.680,0.630,-0.030,0.846,0.814,0.094 +Taiwan Province of China,2008,5.548,10.606,0.830,69.140,0.642,-0.017,0.785,0.794,0.169 +Taiwan Province of China,2010,6.229,10.691,0.831,69.600,0.677,0.005,0.821,0.845,0.136 +Taiwan Province of China,2011,6.309,10.705,0.863,,0.761,0.035,0.755,0.827,0.112 +Taiwan Province of China,2012,6.126,10.716,0.825,,0.698,0.022,0.803,0.821,0.140 +Taiwan Province of China,2013,6.340,10.750,0.817,,0.690,0.002,0.841,0.846,0.124 +Taiwan Province of China,2014,6.363,10.798,0.870,,0.693,0.092,0.866,0.849,0.108 +Taiwan Province of China,2015,6.450,10.842,0.885,,0.701,0.019,0.857,0.832,0.129 +Taiwan Province of China,2016,6.513,10.855,0.895,,0.719,-0.049,0.811,0.833,0.108 +Taiwan Province of China,2017,6.359,10.871,0.891,,0.760,-0.070,0.743,0.837,0.114 +Taiwan Province of China,2018,6.467,,0.896,,0.741,,0.736,0.848,0.093 +Taiwan Province of China,2019,6.537,,0.893,,0.814,,0.718,0.860,0.093 +Taiwan Province of China,2020,6.751,,0.901,,0.799,,0.711,0.845,0.083 +Tajikistan,2006,4.613,7.554,0.724,60.640,0.702,-0.088,0.768,0.566,0.195 +Tajikistan,2007,4.432,7.609,0.727,61.080,0.818,0.000,0.659,0.694,0.133 +Tajikistan,2008,5.064,7.665,0.701,61.520,0.816,0.018,0.723,0.606,0.160 +Tajikistan,2009,4.575,7.682,0.676,61.960,0.744,0.001,0.792,0.605,0.203 +Tajikistan,2010,4.381,7.723,0.759,62.400,0.784,0.062,0.679,0.643,0.192 +Tajikistan,2011,4.263,7.772,0.751,62.560,0.776,-0.119,0.672,0.698,0.166 +Tajikistan,2012,4.497,7.821,0.729,62.720,0.749,-0.073,0.717,0.714,0.198 +Tajikistan,2013,4.967,7.870,0.701,62.880,0.693,0.063,0.764,0.677,0.170 +Tajikistan,2014,4.896,7.911,0.810,63.040,0.853,0.002,0.698,0.656,0.196 +Tajikistan,2015,5.124,7.945,0.844,63.200,0.847,0.022,0.742,0.689,0.196 +Tajikistan,2016,5.104,7.987,0.857,63.500,0.703,0.010,0.632,0.644,0.220 +Tajikistan,2017,5.829,8.036,0.663,63.800,0.832,0.124,0.718,0.603,0.278 +Tajikistan,2018,5.497,8.082,0.875,64.100,,-0.065,0.578,0.695,0.220 +Tajikistan,2019,5.464,8.126,0.880,64.400,,-0.045,0.490,0.729,0.178 +Tajikistan,2020,5.373,8.080,0.790,64.700,,-0.040,0.550,0.749,0.344 +Tanzania,2006,3.922,7.485,0.783,48.700,0.787,-0.027,0.649,0.748,0.209 +Tanzania,2007,4.318,7.522,0.708,49.600,0.716,-0.013,0.707,0.755,0.220 +Tanzania,2008,4.385,7.549,0.774,50.500,0.562,0.256,0.930,0.744,0.178 +Tanzania,2009,3.408,7.572,0.837,51.400,0.607,0.308,0.903,0.778,0.161 +Tanzania,2010,3.229,7.604,0.813,52.300,0.597,0.139,0.866,0.717,0.146 +Tanzania,2011,4.074,7.649,0.883,53.040,0.736,-0.046,0.816,0.765,0.145 +Tanzania,2012,4.007,7.663,0.832,53.780,0.577,0.213,0.887,0.679,0.195 +Tanzania,2013,3.852,7.699,0.803,54.520,0.654,0.054,0.859,0.738,0.191 +Tanzania,2014,3.483,7.734,0.789,55.260,0.654,0.110,0.878,0.731,0.241 +Tanzania,2015,3.661,7.764,0.790,56.000,0.759,0.149,0.906,0.619,0.192 +Tanzania,2016,2.903,7.800,0.638,56.500,0.775,0.179,0.739,0.694,0.246 +Tanzania,2017,3.347,7.836,0.705,57.000,0.800,0.116,0.654,0.715,0.255 +Tanzania,2018,3.445,7.859,0.675,57.500,0.807,0.153,0.612,0.762,0.221 +Tanzania,2019,3.640,7.886,0.687,58.000,0.850,0.100,0.589,0.726,0.243 +Tanzania,2020,3.786,7.881,0.740,58.500,0.830,0.295,0.521,0.686,0.271 +Thailand,2006,5.885,9.461,0.894,64.140,0.863,0.331,0.935,0.814,0.164 +Thailand,2007,5.784,9.508,0.889,64.480,0.870,0.391,0.898,0.832,0.180 +Thailand,2008,5.636,9.520,0.832,64.820,0.868,0.425,0.933,0.819,0.145 +Thailand,2009,5.476,9.508,0.893,65.160,0.868,0.525,0.904,0.898,0.166 +Thailand,2010,6.217,9.576,0.898,65.500,0.860,0.536,0.917,0.901,0.182 +Thailand,2011,6.664,9.579,0.884,65.720,0.927,0.400,0.923,0.934,0.117 +Thailand,2012,6.300,9.645,0.906,65.940,0.847,0.380,0.909,0.855,0.138 +Thailand,2013,6.231,9.667,0.926,66.160,0.781,0.456,0.925,0.846,0.141 +Thailand,2014,6.985,9.672,0.933,66.380,0.900,0.553,0.920,0.811,0.169 +Thailand,2015,6.202,9.699,0.866,66.600,0.885,0.316,0.914,0.910,0.174 +Thailand,2016,6.074,9.729,0.908,66.800,0.924,0.356,0.878,0.835,0.218 +Thailand,2017,5.939,9.765,0.877,67.000,0.923,0.212,0.884,0.816,0.232 +Thailand,2018,6.012,9.803,0.873,67.200,0.905,0.259,0.907,0.843,0.198 +Thailand,2019,6.022,9.824,0.903,67.400,0.898,0.309,0.877,0.843,0.208 +Thailand,2020,5.885,9.769,0.867,67.600,0.840,0.273,0.918,0.783,0.326 +Togo,2006,3.202,7.078,0.435,49.260,0.628,-0.007,0.850,0.615,0.348 +Togo,2008,2.808,7.052,0.291,50.180,0.287,-0.055,0.932,0.362,0.379 +Togo,2011,2.936,7.146,0.303,51.580,0.584,-0.070,0.832,0.480,0.395 +Togo,2014,2.839,7.247,0.444,53.020,0.663,-0.085,0.795,0.583,0.443 +Togo,2015,3.768,7.277,0.479,53.500,0.772,-0.069,0.733,0.599,0.416 +Togo,2016,3.879,7.306,0.509,53.900,0.730,-0.007,0.815,0.604,0.483 +Togo,2017,4.361,7.324,0.508,54.300,0.717,-0.042,0.726,0.614,0.426 +Togo,2018,4.023,7.348,0.596,54.700,0.612,-0.007,0.809,0.608,0.446 +Togo,2019,4.179,7.375,0.539,55.100,0.617,0.065,0.737,0.590,0.444 +Trinidad and Tobago,2006,5.832,10.224,0.887,61.760,0.840,0.141,0.917,0.798,0.229 +Trinidad and Tobago,2008,6.696,10.295,0.858,62.080,0.838,0.087,0.959,0.817,0.184 +Trinidad and Tobago,2011,6.519,10.263,0.863,62.540,0.775,0.078,0.900,0.906,0.134 +Trinidad and Tobago,2013,6.168,10.285,0.883,62.820,0.847,0.128,0.948,0.833,0.286 +Trinidad and Tobago,2017,6.192,10.183,0.916,63.500,0.859,0.015,0.911,0.846,0.248 +Tunisia,2009,5.025,9.197,,64.960,0.781,-0.119,0.722,, +Tunisia,2010,5.131,9.222,0.863,65.100,0.624,-0.135,0.732,0.725,0.249 +Tunisia,2011,4.876,9.192,0.715,65.280,0.603,-0.199,0.913,0.588,0.248 +Tunisia,2012,4.464,9.222,0.614,65.460,0.568,-0.176,0.899,0.521,0.327 +Tunisia,2013,5.246,9.240,0.648,65.640,0.536,-0.207,0.886,0.517,0.239 +Tunisia,2014,4.764,9.260,0.680,65.820,0.589,-0.232,0.783,0.503,0.321 +Tunisia,2015,5.132,9.261,0.609,66.000,0.711,-0.226,0.815,0.573,0.320 +Tunisia,2016,4.521,9.262,0.702,66.300,0.614,-0.165,0.811,0.612,0.378 +Tunisia,2017,4.124,9.269,0.717,66.600,0.478,-0.219,0.869,0.421,0.377 +Tunisia,2018,4.741,9.284,0.733,66.900,0.650,-0.191,0.840,0.592,0.365 +Tunisia,2019,4.315,9.283,0.610,67.200,0.659,-0.209,0.889,0.539,0.433 +Tunisia,2020,4.731,9.231,0.719,67.500,0.668,-0.202,0.877,0.585,0.439 +Turkey,2005,4.719,9.809,0.820,62.600,0.623,,0.877,0.557, +Turkey,2007,5.623,9.903,0.792,63.320,0.459,-0.178,0.800,0.651,0.395 +Turkey,2008,5.118,9.899,0.645,63.680,0.415,-0.189,0.785,0.614,0.345 +Turkey,2009,5.213,9.838,0.755,64.040,0.456,-0.227,0.853,0.598,0.316 +Turkey,2010,5.490,9.906,0.795,64.400,0.515,-0.187,0.811,0.652,0.327 +Turkey,2011,5.272,9.996,0.692,64.640,0.446,-0.242,0.649,0.621,0.380 +Turkey,2012,5.309,10.026,0.739,64.880,0.471,-0.216,0.702,0.645,0.335 +Turkey,2013,4.888,10.091,0.795,65.120,0.541,-0.229,0.698,0.635,0.392 +Turkey,2014,5.580,10.124,0.863,65.360,0.649,-0.024,0.764,0.483,0.377 +Turkey,2015,5.514,10.166,0.851,65.600,0.653,-0.016,0.806,0.460,0.382 +Turkey,2016,5.326,10.181,0.880,66.000,0.644,-0.065,0.764,0.465,0.390 +Turkey,2017,5.607,10.238,0.876,66.400,0.644,-0.237,0.671,0.450,0.313 +Turkey,2018,5.186,10.251,0.847,66.800,0.529,-0.176,0.805,0.435,0.351 +Turkey,2019,4.872,10.246,0.792,67.200,0.631,-0.136,0.760,0.422,0.368 +Turkey,2020,4.862,10.219,0.857,67.600,0.510,-0.111,0.774,0.384,0.440 +Turkmenistan,2009,6.568,8.989,0.924,59.440,,-0.102,,0.781,0.152 +Turkmenistan,2011,5.792,9.182,0.964,60.040,,0.018,,0.639,0.122 +Turkmenistan,2012,5.464,9.269,0.946,60.280,0.786,-0.123,,0.584,0.117 +Turkmenistan,2013,5.392,9.348,0.846,60.520,0.705,-0.071,,0.599,0.160 +Turkmenistan,2014,5.787,9.427,0.909,60.760,0.805,0.032,,0.695,0.154 +Turkmenistan,2015,5.791,9.472,0.960,61.000,0.701,0.093,,0.705,0.301 +Turkmenistan,2016,5.887,9.515,0.929,61.400,0.749,0.005,,0.636,0.255 +Turkmenistan,2017,5.229,9.561,0.908,61.800,0.720,0.066,,0.521,0.350 +Turkmenistan,2018,4.621,9.605,0.984,62.200,0.858,0.260,,0.612,0.189 +Turkmenistan,2019,5.474,9.651,0.982,62.600,0.892,0.285,,0.510,0.183 +Uganda,2006,3.734,7.370,0.760,46.480,0.747,-0.041,0.807,0.590,0.254 +Uganda,2007,4.456,7.419,0.845,47.460,0.708,-0.001,0.881,0.708,0.228 +Uganda,2008,4.569,7.471,0.813,48.440,0.578,-0.055,0.848,0.641,0.240 +Uganda,2009,4.612,7.505,0.852,49.420,0.760,-0.037,0.840,0.640,0.296 +Uganda,2010,4.193,7.528,0.830,50.400,0.801,-0.015,0.855,0.648,0.251 +Uganda,2011,4.826,7.586,0.882,51.220,0.733,0.032,0.830,0.678,0.254 +Uganda,2012,4.309,7.592,0.885,52.040,0.649,0.081,0.838,0.754,0.265 +Uganda,2013,3.710,7.595,0.878,52.860,0.763,0.053,0.820,0.676,0.346 +Uganda,2014,3.770,7.611,0.821,53.680,0.834,0.009,0.898,0.681,0.397 +Uganda,2015,4.238,7.627,0.747,54.500,0.758,0.135,0.873,0.703,0.353 +Uganda,2016,4.233,7.637,0.754,54.900,0.739,0.132,0.811,0.668,0.410 +Uganda,2017,4.001,7.638,0.740,55.300,0.772,0.060,0.816,0.703,0.400 +Uganda,2018,4.322,7.660,0.740,55.700,0.729,0.079,0.856,0.685,0.390 +Uganda,2019,4.948,7.688,0.805,56.100,0.704,0.139,0.826,0.693,0.385 +Uganda,2020,4.641,7.684,0.800,56.500,0.687,0.147,0.878,0.699,0.425 +Ukraine,2006,4.804,9.380,0.852,60.120,0.624,-0.257,0.929,0.622,0.249 +Ukraine,2007,5.252,9.459,0.820,60.640,0.494,-0.241,0.968,0.636,0.208 +Ukraine,2008,5.172,9.488,0.860,61.160,0.487,-0.265,0.929,0.573,0.186 +Ukraine,2009,5.166,9.332,0.845,61.680,0.460,-0.241,0.962,0.583,0.189 +Ukraine,2010,5.058,9.374,0.884,62.200,0.484,-0.189,0.954,0.513,0.227 +Ukraine,2011,5.083,9.431,0.859,62.500,0.579,-0.228,0.933,0.590,0.220 +Ukraine,2012,5.030,9.436,0.898,62.800,0.564,-0.223,0.896,0.570,0.193 +Ukraine,2013,4.711,9.438,0.897,63.100,0.569,-0.216,0.937,0.643,0.225 +Ukraine,2014,4.297,9.426,0.877,63.400,0.533,0.084,0.927,0.594,0.249 +Ukraine,2015,3.965,9.327,0.909,63.700,0.431,-0.033,0.952,0.574,0.241 +Ukraine,2016,4.029,9.353,0.885,64.000,0.503,0.011,0.891,0.589,0.220 +Ukraine,2017,4.311,9.382,0.858,64.300,0.599,-0.002,0.937,0.597,0.235 +Ukraine,2018,4.662,9.420,0.901,64.600,0.663,-0.074,0.943,0.609,0.222 +Ukraine,2019,4.702,9.458,0.883,64.900,0.715,-0.081,0.885,0.634,0.201 +Ukraine,2020,5.270,9.428,0.885,65.200,0.784,0.126,0.946,0.688,0.285 +United Arab Emirates,2006,6.734,11.367,0.903,65.920,0.898,-0.033,0.203,0.746,0.275 +United Arab Emirates,2009,6.866,10.975,0.885,66.280,0.849,0.019,0.339,0.770,0.287 +United Arab Emirates,2010,7.097,10.914,0.912,66.400,0.878,0.057,0.355,0.763,0.233 +United Arab Emirates,2011,7.119,10.935,0.881,66.420,0.889,0.071,,0.763,0.216 +United Arab Emirates,2012,7.218,10.958,0.856,66.440,0.920,,,0.768,0.224 +United Arab Emirates,2013,6.621,11.001,0.864,66.460,0.936,,,,0.291 +United Arab Emirates,2014,6.540,11.041,,66.480,,,,, +United Arab Emirates,2015,6.568,11.086,0.824,66.500,0.915,0.201,,0.761,0.296 +United Arab Emirates,2016,6.831,11.105,0.849,66.700,0.949,0.131,,0.775,0.245 +United Arab Emirates,2017,7.039,11.115,0.836,66.900,0.962,0.216,,0.795,0.208 +United Arab Emirates,2018,6.604,11.112,0.851,67.100,0.944,0.054,,0.787,0.302 +United Arab Emirates,2019,6.711,11.114,0.862,67.300,0.911,0.129,,0.793,0.284 +United Arab Emirates,2020,6.458,11.053,0.827,67.500,0.942,0.060,,0.752,0.298 +United Kingdom,2005,6.984,10.663,0.979,69.900,0.922,,0.398,0.864,0.262 +United Kingdom,2007,6.802,10.699,0.970,70.460,0.838,0.336,0.498,0.782,0.241 +United Kingdom,2008,6.986,10.689,0.954,70.740,0.759,0.331,0.548,0.819,0.218 +United Kingdom,2009,6.907,10.638,0.964,71.020,0.816,0.341,0.559,0.846,0.231 +United Kingdom,2010,7.029,10.649,0.955,71.300,0.841,0.403,0.587,0.863,0.176 +United Kingdom,2011,6.869,10.657,0.949,71.380,0.900,0.336,0.438,0.844,0.174 +United Kingdom,2012,6.881,10.664,0.935,71.460,0.889,0.371,0.425,0.844,0.184 +United Kingdom,2013,6.918,10.679,0.937,71.540,0.905,0.346,0.568,0.776,0.252 +United Kingdom,2014,6.758,10.697,0.910,71.620,0.857,0.355,0.484,0.794,0.251 +United Kingdom,2015,6.515,10.712,0.936,71.700,0.833,0.300,0.456,0.798,0.219 +United Kingdom,2016,6.824,10.724,0.954,71.900,0.821,0.250,0.458,0.776,0.230 +United Kingdom,2017,7.103,10.736,0.937,72.100,0.813,0.291,0.419,0.759,0.210 +United Kingdom,2018,7.233,10.743,0.928,72.300,0.838,0.226,0.404,0.783,0.228 +United Kingdom,2019,7.157,10.751,0.943,72.500,0.854,0.271,0.485,0.775,0.251 +United Kingdom,2020,6.798,10.626,0.929,72.700,0.885,0.203,0.490,0.758,0.225 +United States,2006,7.182,10.924,0.965,68.060,0.911,,0.600,0.827,0.261 +United States,2007,7.513,10.933,,68.220,0.872,0.197,0.633,0.829,0.232 +United States,2008,7.280,10.922,0.953,68.380,0.878,0.255,0.668,0.872,0.227 +United States,2009,7.158,10.888,0.912,68.540,0.831,0.201,0.665,0.843,0.262 +United States,2010,7.164,10.905,0.926,68.700,0.828,0.244,0.690,0.861,0.231 +United States,2011,7.115,10.913,0.922,68.680,0.863,0.161,0.697,0.836,0.273 +United States,2012,7.026,10.928,0.903,68.660,0.823,0.215,0.710,0.834,0.260 +United States,2013,7.249,10.939,0.925,68.640,0.792,0.274,0.747,0.814,0.260 +United States,2014,7.151,10.956,0.902,68.620,0.866,0.221,0.702,0.834,0.281 +United States,2015,6.864,10.977,0.904,68.600,0.849,0.219,0.698,0.814,0.275 +United States,2016,6.804,10.986,0.897,68.500,0.758,0.144,0.739,0.806,0.264 +United States,2017,6.992,11.001,0.921,68.400,0.868,0.197,0.681,0.827,0.268 +United States,2018,6.883,11.025,0.904,68.300,0.825,0.116,0.710,0.815,0.292 +United States,2019,6.944,11.043,0.917,68.200,0.836,0.144,0.707,0.815,0.244 +United States,2020,7.028,11.001,0.937,68.100,0.850,0.034,0.678,0.787,0.295 +Uruguay,2006,5.786,9.543,0.912,67.440,0.807,-0.113,0.477,0.784,0.306 +Uruguay,2007,5.694,9.604,0.875,67.580,0.786,-0.165,0.614,0.777,0.274 +Uruguay,2008,5.664,9.671,0.879,67.720,0.808,-0.143,0.597,0.751,0.264 +Uruguay,2009,6.296,9.710,0.924,67.860,0.825,-0.118,0.544,0.793,0.255 +Uruguay,2010,6.062,9.782,0.893,68.000,0.832,-0.158,0.471,0.807,0.231 +Uruguay,2011,6.554,9.830,0.891,68.140,0.851,-0.080,0.556,0.805,0.252 +Uruguay,2012,6.450,9.861,0.865,68.280,0.871,0.067,0.615,0.788,0.214 +Uruguay,2013,6.444,9.904,0.917,68.420,0.888,-0.043,0.586,0.826,0.253 +Uruguay,2014,6.561,9.932,0.902,68.560,0.904,-0.073,0.533,0.869,0.251 +Uruguay,2015,6.628,9.932,0.891,68.700,0.917,-0.032,0.673,0.893,0.300 +Uruguay,2016,6.171,9.946,0.900,68.800,0.886,-0.072,0.676,0.842,0.283 +Uruguay,2017,6.336,9.968,0.914,68.900,0.898,-0.091,0.627,0.836,0.280 +Uruguay,2018,6.372,9.980,0.917,69.000,0.876,-0.097,0.683,0.877,0.275 +Uruguay,2019,6.600,9.979,0.933,69.100,0.903,-0.095,0.599,0.889,0.222 +Uruguay,2020,6.310,9.937,0.921,69.200,0.908,-0.084,0.491,0.807,0.265 +Uzbekistan,2006,5.232,8.193,0.903,61.440,0.784,-0.115,0.609,0.728,0.195 +Uzbekistan,2008,5.311,8.339,0.894,62.320,0.831,-0.023,,0.714,0.187 +Uzbekistan,2009,5.261,8.400,0.905,62.760,,0.013,0.610,0.736,0.159 +Uzbekistan,2010,5.095,8.445,0.903,63.200,,-0.030,0.519,0.776,0.152 +Uzbekistan,2011,5.739,8.493,0.924,63.400,0.934,0.042,0.522,0.787,0.123 +Uzbekistan,2012,6.019,8.550,0.933,63.600,0.914,-0.037,0.463,0.786,0.118 +Uzbekistan,2013,5.940,8.607,0.963,63.800,0.950,-0.034,0.434,0.749,0.130 +Uzbekistan,2014,6.049,8.659,0.952,64.000,0.954,0.061,0.536,0.805,0.106 +Uzbekistan,2015,5.972,8.714,0.968,64.200,0.980,0.375,0.471,0.840,0.103 +Uzbekistan,2016,5.893,8.756,0.945,64.500,0.984,0.208,,0.842,0.147 +Uzbekistan,2017,6.421,8.782,0.942,64.800,0.985,0.123,0.465,0.839,0.203 +Uzbekistan,2018,6.205,8.818,0.921,65.100,0.970,0.318,0.520,0.825,0.209 +Uzbekistan,2019,6.154,8.853,0.915,65.400,0.970,0.304,0.511,0.845,0.220 +Venezuela,2005,7.170,9.313,0.955,65.400,0.838,,0.720,0.819,0.233 +Venezuela,2006,6.525,9.460,0.946,65.460,0.798,-0.031,0.646,0.859,0.178 +Venezuela,2008,6.258,9.701,0.922,65.580,0.678,-0.225,0.776,0.802,0.224 +Venezuela,2009,7.189,9.542,0.945,65.640,0.677,-0.116,0.828,0.825,0.180 +Venezuela,2010,7.478,9.717,0.932,65.700,0.768,-0.155,0.754,0.862,0.130 +Venezuela,2011,6.580,9.822,0.931,65.740,0.766,-0.226,0.772,0.828,0.199 +Venezuela,2012,7.067,9.826,0.932,65.780,0.804,-0.193,0.743,0.858,0.176 +Venezuela,2013,6.553,9.739,0.896,65.820,0.642,-0.220,0.837,0.840,0.238 +Venezuela,2014,6.136,9.557,0.904,65.860,0.570,-0.199,0.827,0.811,0.244 +Venezuela,2015,5.569,9.001,0.911,65.900,0.512,-0.117,0.813,0.867,0.223 +Venezuela,2016,4.041,9.010,0.902,66.100,0.458,-0.155,0.890,0.688,0.392 +Venezuela,2017,5.071,9.073,0.896,66.300,0.636,-0.169,0.844,0.726,0.363 +Venezuela,2018,5.006,,0.887,66.500,0.611,,0.828,0.759,0.374 +Venezuela,2019,5.081,,0.888,66.700,0.626,,0.839,0.761,0.351 +Venezuela,2020,4.574,,0.805,66.900,0.612,,0.811,0.722,0.396 +Vietnam,2006,5.294,8.335,0.888,65.860,0.886,0.015,,0.682,0.204 +Vietnam,2007,5.422,8.394,0.856,66.020,0.918,0.089,0.754,0.588,0.206 +Vietnam,2008,5.480,8.440,0.805,66.180,0.889,0.201,0.789,0.665,0.218 +Vietnam,2009,5.304,8.483,0.815,66.340,0.834,-0.062,0.838,0.583,0.190 +Vietnam,2010,5.296,8.535,0.787,66.500,0.831,-0.006,0.743,0.685,0.216 +Vietnam,2011,5.767,8.585,0.898,66.660,0.818,0.105,0.742,0.532,0.193 +Vietnam,2012,5.535,8.626,0.775,66.820,0.856,-0.110,0.815,0.615,0.221 +Vietnam,2013,5.023,8.668,0.759,66.980,0.920,-0.027,0.771,0.718,0.165 +Vietnam,2014,5.085,8.716,0.792,67.140,,0.000,,0.701,0.241 +Vietnam,2015,5.076,8.770,0.849,67.300,,0.086,,0.642,0.232 +Vietnam,2016,5.062,8.820,0.876,67.500,0.894,-0.090,0.799,0.536,0.223 +Vietnam,2017,5.175,8.876,,67.700,,,,, +Vietnam,2018,5.296,8.934,0.832,67.900,0.909,-0.041,0.808,0.692,0.191 +Vietnam,2019,5.467,8.992,0.848,68.100,0.952,-0.126,0.788,0.751,0.186 +Yemen,2007,4.477,8.214,0.825,53.400,0.673,0.011,,0.592,0.379 +Yemen,2009,4.809,8.278,0.756,54.000,0.644,-0.052,0.832,0.583,0.374 +Yemen,2010,4.350,8.453,0.727,54.300,0.659,-0.104,0.853,0.582,0.308 +Yemen,2011,3.746,8.336,0.663,54.300,0.638,-0.173,0.754,0.503,0.285 +Yemen,2012,4.061,8.236,0.682,54.300,0.706,-0.171,0.793,0.502,0.263 +Yemen,2013,4.218,8.242,0.694,54.300,0.543,-0.179,0.885,0.558,0.266 +Yemen,2014,3.968,8.117,0.638,54.300,0.664,-0.157,0.885,0.611,0.276 +Yemen,2015,2.983,7.858,0.669,54.300,0.610,-0.139,0.829,0.507,0.321 +Yemen,2016,3.826,7.715,0.775,55.100,0.533,-0.151,,0.469,0.228 +Yemen,2017,3.254,7.578,0.790,55.900,0.595,-0.147,,0.455,0.295 +Yemen,2018,3.058,,0.789,56.700,0.553,,0.793,0.461,0.315 +Yemen,2019,4.197,,0.870,57.500,0.651,,0.798,0.543,0.213 +Zambia,2006,4.824,7.817,0.798,44.260,0.721,-0.006,0.785,0.701,0.226 +Zambia,2007,3.998,7.871,0.688,45.720,0.682,-0.067,0.948,0.687,0.246 +Zambia,2008,4.730,7.918,0.624,47.180,0.717,0.056,0.890,0.744,0.206 +Zambia,2009,5.260,7.978,0.782,48.640,0.696,-0.096,0.917,0.728,0.123 +Zambia,2011,4.999,8.071,0.864,50.840,0.663,0.003,0.882,0.833,0.204 +Zambia,2012,5.013,8.114,0.780,51.580,0.788,0.008,0.806,0.726,0.250 +Zambia,2013,5.244,8.131,0.761,52.320,0.770,-0.104,0.732,0.735,0.308 +Zambia,2014,4.346,8.146,0.706,53.060,0.812,-0.011,0.809,0.692,0.327 +Zambia,2015,4.843,8.144,0.691,53.800,0.759,-0.039,0.871,0.690,0.382 +Zambia,2016,4.348,8.151,0.767,54.300,0.812,0.122,0.771,0.731,0.372 +Zambia,2017,3.933,8.156,0.744,54.800,0.823,0.140,0.740,0.685,0.387 +Zambia,2018,4.041,8.167,0.718,55.300,0.791,0.048,0.811,0.703,0.351 +Zambia,2019,3.307,8.155,0.638,55.800,0.811,0.077,0.832,0.743,0.394 +Zambia,2020,4.838,8.117,0.767,56.300,0.750,0.056,0.810,0.691,0.345 +Zimbabwe,2006,3.826,7.711,0.822,41.580,0.431,-0.076,0.905,0.715,0.297 +Zimbabwe,2007,3.280,7.666,0.828,42.860,0.456,-0.082,0.946,0.661,0.265 +Zimbabwe,2008,3.174,7.461,0.843,44.140,0.344,-0.090,0.964,0.631,0.250 +Zimbabwe,2009,4.056,7.563,0.806,45.420,0.411,-0.078,0.931,0.736,0.218 +Zimbabwe,2010,4.682,7.729,0.857,46.700,0.665,-0.093,0.828,0.748,0.122 +Zimbabwe,2011,4.846,7.846,0.865,48.120,0.633,-0.088,0.830,0.781,0.211 +Zimbabwe,2012,4.955,7.983,0.896,49.540,0.470,-0.103,0.859,0.669,0.177 +Zimbabwe,2013,4.690,7.985,0.799,50.960,0.576,-0.104,0.831,0.712,0.182 +Zimbabwe,2014,4.184,7.991,0.766,52.380,0.642,-0.074,0.820,0.725,0.239 +Zimbabwe,2015,3.703,7.992,0.736,53.800,0.667,-0.123,0.810,0.715,0.179 +Zimbabwe,2016,3.735,7.984,0.768,54.400,0.733,-0.095,0.724,0.738,0.209 +Zimbabwe,2017,3.638,8.016,0.754,55.000,0.753,-0.098,0.751,0.806,0.224 +Zimbabwe,2018,3.616,8.049,0.775,55.600,0.763,-0.068,0.844,0.710,0.212 +Zimbabwe,2019,2.694,7.950,0.759,56.200,0.632,-0.064,0.831,0.716,0.235 +Zimbabwe,2020,3.160,7.829,0.717,56.800,0.643,-0.009,0.789,0.703,0.346 diff --git a/pdlr_mg_bonheur/get_data.py b/pdlr_mg_bonheur/get_data.py new file mode 100644 index 00000000..d2302293 --- /dev/null +++ b/pdlr_mg_bonheur/get_data.py @@ -0,0 +1,30 @@ +import os +from math import exp + +import pandas as pd + +abs_path = os.path.dirname(os.path.realpath(__file__)) + "/" + +path_hapiness_report = abs_path + "data/Happiness-Report.csv" +path_countries_continents = abs_path + "data/Countries-Continents.csv" + +# <--------------------IMPORT ET TRAITEMENT DU DATASET Countries-Continents--------------------> + +df_cc = pd.read_csv(path_countries_continents, sep=",", encoding="UTF-8") + +# Renommage des colonnes et utilisation des pays comme index (pour pouvoir utiliser df_cc["Pays"] +df_cc.set_index("Country", inplace = True) + +# <----------------------IMPORT ET TRAITEMENT DU DATASET Happiness-Report----------------------> + +df_hr = pd.read_csv(path_hapiness_report, sep=",", encoding="UTF-8") +df_hr.columns = ["Country", "Year", "Life ladder", "logGDP", "Social support", "Life expectancy", "Freedom of life", "Generosity", "Corruption", "Positive affect", "Negative affect"] + +# Ajoute la colonne des continent et la déplace en 2ème position +df_hr = df_hr.join(df_cc, on = "Country") +tmp = df_hr.pop("Continent") +df_hr.insert(1, "Continent", tmp) + +# Convertis le log du PIB en PIB +df_hr["GDP"] = df_hr.apply(lambda x: round(exp(x["logGDP"]),2), axis=1) +#df_hr.interpolate(method = 'linear', inplace = True) \ No newline at end of file diff --git a/pdlr_mg_bonheur/utils.py b/pdlr_mg_bonheur/utils.py new file mode 100644 index 00000000..baf15fa2 --- /dev/null +++ b/pdlr_mg_bonheur/utils.py @@ -0,0 +1,7 @@ +# <---------------------- MATH UTILS ----------------------> + +def Union(list1, list2): + return list(set(list1) | set(list2)) + +def Intersection(list1, list2): + return list(set(list1) & set(list2))