diff --git a/globalprep/le/v2024/int/tour_quality.csv b/globalprep/le/v2024/int/tour_quality.csv new file mode 100644 index 00000000..61781c57 --- /dev/null +++ b/globalprep/le/v2024/int/tour_quality.csv @@ -0,0 +1,1361 @@ +rgn_id,rgn_name,eez_iso3,territory,admin_rgn_id,admin_country_name,year,ref_area_label,monthly_wage,appx_wage,appx_wage_fill,unit,sector,data_source +1,Cocos Islands,CCK,yes,16,Australia,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +2,Christmas Island,CXR,yes,16,Australia,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +3,Norfolk Island,NFK,yes,16,Australia,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +4,Macquarie Island,AUS,yes,16,Australia,2009,Australia,NA,1817.54,1817.54,Currency: 2017 PPP $,tour,ILO +4,Macquarie Island,AUS,yes,16,Australia,2010,Australia,NA,1817.54,1817.54,Currency: 2017 PPP $,tour,ILO +4,Macquarie Island,AUS,yes,16,Australia,2011,Australia,NA,1817.54,1817.54,Currency: 2017 PPP $,tour,ILO +4,Macquarie 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Korea,1890.16,1890.16,1890.16,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2010,Republic of Korea,1888.58,1888.58,1888.58,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2011,Republic of Korea,1974.81,1974.81,1974.81,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2012,Republic of Korea,2004.27,2004.27,2004.27,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2013,Republic of Korea,1950.33,1950.33,1950.33,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2014,Republic of Korea,1907.54,1907.54,1907.54,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2015,Republic of Korea,1981.91,1981.91,1981.91,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2016,Republic of Korea,2038.02,2038.02,2038.02,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2017,Republic of Korea,2021.02,2021.02,2021.02,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2018,Republic of Korea,2208.37,2208.37,2208.37,Currency: 2017 PPP $,tour,ILO +20,South Korea,KOR,no,20,South Korea,2019,Republic of Korea,2350.84,2350.84,2350.84,Currency: 2017 PPP $,tour,ILO +21,North Korea,PRK,no,21,North Korea,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +24,Cambodia,KHM,no,24,Cambodia,2009,Cambodia,219.1,219.1,219.1,Currency: 2017 PPP $,tour,ILO +24,Cambodia,KHM,no,24,Cambodia,2010,Cambodia,240.89,240.89,240.89,Currency: 2017 PPP $,tour,ILO +24,Cambodia,KHM,no,24,Cambodia,2011,Cambodia,245.21,245.21,245.21,Currency: 2017 PPP $,tour,ILO +24,Cambodia,KHM,no,24,Cambodia,2012,Cambodia,309.1,309.1,309.1,Currency: 2017 PPP $,tour,ILO +24,Cambodia,KHM,no,24,Cambodia,2013,Cambodia,307.6,307.6,307.6,Currency: 2017 PPP $,tour,ILO +24,Cambodia,KHM,no,24,Cambodia,2014,Cambodia,333.58,333.58,333.58,Currency: 2017 PPP $,tour,ILO +24,Cambodia,KHM,no,24,Cambodia,2015,Cambodia,389.32,389.32,389.32,Currency: 2017 PPP $,tour,ILO 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$,tour,ILO +26,Andaman and Nicobar,IND,yes,203,India,2014,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +26,Andaman and Nicobar,IND,yes,203,India,2015,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +26,Andaman and Nicobar,IND,yes,203,India,2016,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +26,Andaman and Nicobar,IND,yes,203,India,2017,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +26,Andaman and Nicobar,IND,yes,203,India,2018,India,527.81,527.81,527.81,Currency: 2017 PPP $,tour,ILO +26,Andaman and Nicobar,IND,yes,203,India,2019,India,554.6,554.6,554.6,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2009,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2010,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2011,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2012,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2013,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2014,Comoros,325.04,325.04,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2015,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2016,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2017,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2018,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +28,Comoro Islands,COM,no,28,Comoro Islands,2019,Comoros,NA,NA,325.04,Currency: 2017 PPP $,tour,ILO +29,Mayotte,MYT,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +30,Glorioso Islands,ATF,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2009,Seychelles,NA,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2010,Seychelles,NA,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2011,Seychelles,NA,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2012,Seychelles,NA,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2013,Seychelles,NA,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2014,Seychelles,NA,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2015,Seychelles,NA,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2016,Seychelles,NA,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2017,Seychelles,NA,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2018,Seychelles,1411.82,1411.82,1411.82,Currency: 2017 PPP $,tour,ILO +31,Seychelles,SYC,no,31,Seychelles,2019,Seychelles,1608.42,1608.42,1608.42,Currency: 2017 PPP $,tour,ILO +32,Reunion,REU,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +33,Juan de Nova Island,ATF,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +34,Bassas da India,ATF,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +35,Ile Europa,ATF,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +36,Ile Tromelin,ATF,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2009,Mauritius,NA,614.21,614.21,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2010,Mauritius,NA,614.21,614.21,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2011,Mauritius,614.21,614.21,614.21,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2012,Mauritius,659.89,659.89,659.89,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2013,Mauritius,746.11,746.11,746.11,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2014,Mauritius,757.37,757.37,757.37,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2015,Mauritius,894.66,894.66,894.66,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2016,Mauritius,907.59,907.59,907.59,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2017,Mauritius,916.89,916.89,916.89,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2018,Mauritius,979.18,979.18,979.18,Currency: 2017 PPP $,tour,ILO +37,Mauritius,MUS,no,37,Mauritius,2019,Mauritius,937.25,937.25,937.25,Currency: 2017 PPP $,tour,ILO +38,British Indian Ocean Territory,IOT,yes,180,United Kingdom,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +39,Maldives,MDV,no,39,Maldives,2009,Maldives,NA,1014.05,1014.05,Currency: 2017 PPP $,tour,ILO +39,Maldives,MDV,no,39,Maldives,2010,Maldives,NA,1014.05,1014.05,Currency: 2017 PPP $,tour,ILO +39,Maldives,MDV,no,39,Maldives,2011,Maldives,NA,1014.05,1014.05,Currency: 2017 PPP $,tour,ILO +39,Maldives,MDV,no,39,Maldives,2012,Maldives,NA,1014.05,1014.05,Currency: 2017 PPP 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2017 PPP $,tour,ILO +40,Sri Lanka,LKA,no,40,Sri Lanka,2012,Sri Lanka,NA,372.16,372.16,Currency: 2017 PPP $,tour,ILO +40,Sri Lanka,LKA,no,40,Sri Lanka,2013,Sri Lanka,372.16,372.16,372.16,Currency: 2017 PPP $,tour,ILO +40,Sri Lanka,LKA,no,40,Sri Lanka,2014,Sri Lanka,475.21,475.21,475.21,Currency: 2017 PPP $,tour,ILO +40,Sri Lanka,LKA,no,40,Sri Lanka,2015,Sri Lanka,477.15,477.15,477.15,Currency: 2017 PPP $,tour,ILO +40,Sri Lanka,LKA,no,40,Sri Lanka,2016,Sri Lanka,58.64,58.64,58.64,Currency: 2017 PPP $,tour,ILO +40,Sri Lanka,LKA,no,40,Sri Lanka,2017,Sri Lanka,54.69,54.69,54.69,Currency: 2017 PPP $,tour,ILO +40,Sri Lanka,LKA,no,40,Sri Lanka,2018,Sri Lanka,NA,332.59,332.59,Currency: 2017 PPP $,tour,ILO +40,Sri Lanka,LKA,no,40,Sri Lanka,2019,Sri Lanka,610.49,610.49,610.49,Currency: 2017 PPP $,tour,ILO +41,Mozambique,MOZ,no,41,Mozambique,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +42,Madagascar,MDG,no,42,Madagascar,2009,Madagascar,NA,197.24,197.24,Currency: 2017 PPP $,tour,ILO 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Arabia,1721.66,1721.66,1721.66,Currency: 2017 PPP $,tour,ILO +50,Saudi Arabia,SAU,no,50,Saudi Arabia,2017,Saudi Arabia,1811.57,1811.57,1811.57,Currency: 2017 PPP $,tour,ILO +50,Saudi Arabia,SAU,no,50,Saudi Arabia,2018,Saudi Arabia,2139.25,2139.25,2139.25,Currency: 2017 PPP $,tour,ILO +50,Saudi Arabia,SAU,no,50,Saudi Arabia,2019,Saudi Arabia,1944.62,1944.62,1944.62,Currency: 2017 PPP $,tour,ILO +51,Kuwait,KWT,no,51,Kuwait,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +52,Bahrain,BHR,no,52,Bahrain,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +53,Pakistan,PAK,no,53,Pakistan,2009,Pakistan,NA,267.8,267.8,Currency: 2017 PPP $,tour,ILO +53,Pakistan,PAK,no,53,Pakistan,2010,Pakistan,NA,267.8,267.8,Currency: 2017 PPP $,tour,ILO +53,Pakistan,PAK,no,53,Pakistan,2011,Pakistan,NA,267.8,267.8,Currency: 2017 PPP $,tour,ILO +53,Pakistan,PAK,no,53,Pakistan,2012,Pakistan,267.8,267.8,267.8,Currency: 2017 PPP $,tour,ILO +53,Pakistan,PAK,no,53,Pakistan,2013,Pakistan,367.7,367.7,367.7,Currency: 2017 PPP 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2017 PPP $,tour,ILO +58,Canary Islands,ESP,yes,182,Spain,2016,Spain,1631.58,1631.58,1631.58,Currency: 2017 PPP $,tour,ILO +58,Canary Islands,ESP,yes,182,Spain,2017,Spain,1705.53,1705.53,1705.53,Currency: 2017 PPP $,tour,ILO +58,Canary Islands,ESP,yes,182,Spain,2018,Spain,1680.3,1680.3,1680.3,Currency: 2017 PPP $,tour,ILO +58,Canary Islands,ESP,yes,182,Spain,2019,Spain,2183.15,2183.15,2183.15,Currency: 2017 PPP $,tour,ILO +59,Belgium,BEL,no,59,Belgium,2009,Belgium,1814.24,1814.24,1814.24,Currency: 2017 PPP $,tour,ILO +59,Belgium,BEL,no,59,Belgium,2010,Belgium,2935.36,2935.36,2935.36,Currency: 2017 PPP $,tour,ILO +59,Belgium,BEL,no,59,Belgium,2011,Belgium,1996.11,1996.11,1996.11,Currency: 2017 PPP $,tour,ILO +59,Belgium,BEL,no,59,Belgium,2012,Belgium,3209.68,3209.68,3209.68,Currency: 2017 PPP $,tour,ILO +59,Belgium,BEL,no,59,Belgium,2013,Belgium,2091.3,2091.3,2091.3,Currency: 2017 PPP $,tour,ILO +59,Belgium,BEL,no,59,Belgium,2014,Belgium,2179.34,2179.34,2179.34,Currency: 2017 PPP 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2017 PPP $,tour,ILO +80,Greece,GRC,no,80,Greece,2012,Greece,993.36,993.36,993.36,Currency: 2017 PPP $,tour,ILO +80,Greece,GRC,no,80,Greece,2013,Greece,903.86,903.86,903.86,Currency: 2017 PPP $,tour,ILO +80,Greece,GRC,no,80,Greece,2014,Greece,1551.13,1551.13,1551.13,Currency: 2017 PPP $,tour,ILO +80,Greece,GRC,no,80,Greece,2015,Greece,944.19,944.19,944.19,Currency: 2017 PPP $,tour,ILO +80,Greece,GRC,no,80,Greece,2016,Greece,961.86,961.86,961.86,Currency: 2017 PPP $,tour,ILO +80,Greece,GRC,no,80,Greece,2017,Greece,980.34,980.34,980.34,Currency: 2017 PPP $,tour,ILO +80,Greece,GRC,no,80,Greece,2018,Greece,1034.3,1034.3,1034.3,Currency: 2017 PPP $,tour,ILO +80,Greece,GRC,no,80,Greece,2019,Greece,1049.26,1049.26,1049.26,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2009,Cyprus,1649.48,1649.48,1649.48,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2010,Cyprus,1737.9,1737.9,1737.9,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2011,Cyprus,1644.52,1644.52,1644.52,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2012,Cyprus,1631.99,1631.99,1631.99,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2013,Cyprus,1627.33,1627.33,1627.33,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2014,Cyprus,1681.58,1681.58,1681.58,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2015,Cyprus,136.98,136.98,136.98,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2016,Cyprus,1765.61,1765.61,1765.61,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2017,Cyprus,1801.77,1801.77,1801.77,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2018,Cyprus,1865.01,1865.01,1865.01,Currency: 2017 PPP $,tour,ILO +81,Cyprus,CYP,no,81,Cyprus,2019,Cyprus,1971.16,1971.16,1971.16,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2009,Albania,NA,477.6,477.6,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2010,Albania,NA,477.6,477.6,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2011,Albania,NA,477.6,477.6,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2012,Albania,NA,477.6,477.6,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2013,Albania,NA,477.6,477.6,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2014,Albania,NA,477.6,477.6,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2015,Albania,477.6,477.6,477.6,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2016,Albania,479.03,479.03,479.03,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2017,Albania,504.87,504.87,504.87,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2018,Albania,530.9,530.9,530.9,Currency: 2017 PPP $,tour,ILO +82,Albania,ALB,no,82,Albania,2019,Albania,580.25,580.25,580.25,Currency: 2017 PPP $,tour,ILO +84,Algeria,DZA,no,84,Algeria,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +85,Ascension,ASC,yes,180,United Kingdom,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO 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Leone,2010,Sierra Leone,NA,NA,1023.62,Currency: 2017 PPP $,tour,ILO +96,Sierra Leone,SLE,no,96,Sierra Leone,2011,Sierra Leone,NA,NA,1023.62,Currency: 2017 PPP $,tour,ILO +96,Sierra Leone,SLE,no,96,Sierra Leone,2012,Sierra Leone,NA,NA,1023.62,Currency: 2017 PPP $,tour,ILO +96,Sierra Leone,SLE,no,96,Sierra Leone,2013,Sierra Leone,NA,NA,1023.62,Currency: 2017 PPP $,tour,ILO +96,Sierra Leone,SLE,no,96,Sierra Leone,2014,Sierra Leone,NA,NA,1023.62,Currency: 2017 PPP $,tour,ILO +96,Sierra Leone,SLE,no,96,Sierra Leone,2015,Sierra Leone,NA,NA,1023.62,Currency: 2017 PPP $,tour,ILO +96,Sierra Leone,SLE,no,96,Sierra Leone,2016,Sierra Leone,NA,NA,1023.62,Currency: 2017 PPP $,tour,ILO +96,Sierra Leone,SLE,no,96,Sierra Leone,2017,Sierra Leone,NA,NA,1023.62,Currency: 2017 PPP $,tour,ILO +96,Sierra Leone,SLE,no,96,Sierra Leone,2018,Sierra Leone,1023.62,1023.62,1023.62,Currency: 2017 PPP $,tour,ILO +96,Sierra Leone,SLE,no,96,Sierra Leone,2019,Sierra Leone,NA,NA,1023.62,Currency: 2017 PPP $,tour,ILO 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+129,Panama,PAN,no,129,Panama,2013,Panama,879.59,879.59,879.59,Currency: 2017 PPP $,tour,ILO +129,Panama,PAN,no,129,Panama,2014,Panama,955.06,955.06,955.06,Currency: 2017 PPP $,tour,ILO +129,Panama,PAN,no,129,Panama,2015,Panama,997.26,997.26,997.26,Currency: 2017 PPP $,tour,ILO +129,Panama,PAN,no,129,Panama,2016,Panama,1136.87,1136.87,1136.87,Currency: 2017 PPP $,tour,ILO +129,Panama,PAN,no,129,Panama,2017,Panama,1293.42,1293.42,1293.42,Currency: 2017 PPP $,tour,ILO +129,Panama,PAN,no,129,Panama,2018,Panama,1137.03,1137.03,1137.03,Currency: 2017 PPP $,tour,ILO +129,Panama,PAN,no,129,Panama,2019,Panama,1375.84,1375.84,1375.84,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2009,Costa Rica,NA,1172.34,1172.34,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2010,Costa Rica,NA,1172.34,1172.34,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2011,Costa Rica,1172.34,1172.34,1172.34,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2012,Costa Rica,929.87,929.87,929.87,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2013,Costa Rica,920.57,920.57,920.57,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2014,Costa Rica,966.44,966.44,966.44,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2015,Costa Rica,993.61,993.61,993.61,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2016,Costa Rica,1069.02,1069.02,1069.02,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2017,Costa Rica,1029.57,1029.57,1029.57,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2018,Costa Rica,985.78,985.78,985.78,Currency: 2017 PPP $,tour,ILO +130,Costa Rica,CRI,no,130,Costa Rica,2019,Costa Rica,1015.25,1015.25,1015.25,Currency: 2017 PPP $,tour,ILO +131,Nicaragua,NIC,no,131,Nicaragua,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +132,Colombia,COL,no,132,Colombia,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO 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Salvador,2017,El Salvador,471.34,471.34,471.34,Currency: 2017 PPP $,tour,ILO +134,El Salvador,SLV,no,134,El Salvador,2018,El Salvador,528.99,528.99,528.99,Currency: 2017 PPP $,tour,ILO +134,El Salvador,SLV,no,134,El Salvador,2019,El Salvador,550.25,550.25,550.25,Currency: 2017 PPP $,tour,ILO +135,Mexico,MEX,no,135,Mexico,2009,Mexico,462.2,462.2,462.2,Currency: 2017 PPP $,tour,ILO +135,Mexico,MEX,no,135,Mexico,2010,Mexico,449.98,449.98,449.98,Currency: 2017 PPP $,tour,ILO +135,Mexico,MEX,no,135,Mexico,2011,Mexico,443.28,443.28,443.28,Currency: 2017 PPP $,tour,ILO +135,Mexico,MEX,no,135,Mexico,2012,Mexico,444.37,444.37,444.37,Currency: 2017 PPP $,tour,ILO +135,Mexico,MEX,no,135,Mexico,2013,Mexico,NA,452.41285714285715,452.41285714285715,Currency: 2017 PPP $,tour,ILO +135,Mexico,MEX,no,135,Mexico,2014,Mexico,NA,460.4557142857143,460.4557142857143,Currency: 2017 PPP $,tour,ILO +135,Mexico,MEX,no,135,Mexico,2015,Mexico,NA,468.49857142857144,468.49857142857144,Currency: 2017 PPP $,tour,ILO 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2017 PPP $,tour,ILO +138,Peru,PER,no,138,Peru,2013,Peru,NA,548.96,548.96,Currency: 2017 PPP $,tour,ILO +138,Peru,PER,no,138,Peru,2014,Peru,NA,548.96,548.96,Currency: 2017 PPP $,tour,ILO +138,Peru,PER,no,138,Peru,2015,Peru,NA,548.96,548.96,Currency: 2017 PPP $,tour,ILO +138,Peru,PER,no,138,Peru,2016,Peru,NA,548.96,548.96,Currency: 2017 PPP $,tour,ILO +138,Peru,PER,no,138,Peru,2017,Peru,NA,548.96,548.96,Currency: 2017 PPP $,tour,ILO +138,Peru,PER,no,138,Peru,2018,Peru,NA,548.96,548.96,Currency: 2017 PPP $,tour,ILO +138,Peru,PER,no,138,Peru,2019,Peru,NA,548.96,548.96,Currency: 2017 PPP $,tour,ILO +139,Venezuela,VEN,no,139,Venezuela,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +140,Guadeloupe and Martinique,GP-MQ,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +141,Faeroe Islands,FRO,yes,175,Denmark,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +143,Iceland,ISL,no,143,Iceland,2009,Iceland,NA,3302.36,3302.36,Currency: 2017 PPP $,tour,ILO 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Mayen,SJM,yes,223,Norway,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +145,Greenland,GRL,yes,175,Denmark,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +146,Pitcairn,PCN,yes,180,United Kingdom,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +147,French Polynesia,PYF,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +148,Line Islands (Kiribati),KIR,yes,212,Kiribati,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +149,Jarvis Island,UMI,yes,163,United States,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +150,Palmyra Atoll,UMI,yes,163,United States,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +151,American Samoa,ASM,yes,163,United States,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +152,Samoa,WSM,no,152,Samoa,2009,Samoa,NA,365.24,365.24,Currency: 2017 PPP $,tour,ILO +152,Samoa,WSM,no,152,Samoa,2010,Samoa,NA,365.24,365.24,Currency: 2017 PPP $,tour,ILO +152,Samoa,WSM,no,152,Samoa,2011,Samoa,NA,365.24,365.24,Currency: 2017 PPP $,tour,ILO 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Zealand,1373.32,1373.32,1373.32,Currency: 2017 PPP $,tour,ILO +162,New Zealand,NZL,no,162,New Zealand,2016,New Zealand,1469.32,1469.32,1469.32,Currency: 2017 PPP $,tour,ILO +162,New Zealand,NZL,no,162,New Zealand,2017,New Zealand,1537.43,1537.43,1537.43,Currency: 2017 PPP $,tour,ILO +162,New Zealand,NZL,no,162,New Zealand,2018,New Zealand,1553.41,1553.41,1553.41,Currency: 2017 PPP $,tour,ILO +162,New Zealand,NZL,no,162,New Zealand,2019,New Zealand,1685.85,1685.85,1685.85,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2009,United States of America,1668.34,1668.34,1668.34,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2010,United States of America,1672.26,1672.26,1672.26,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2011,United States of America,1753.75,1753.75,1753.75,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2012,United States of America,1738.53,1738.53,1738.53,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2013,United States of America,1783.08,1783.08,1783.08,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2014,United States of America,1833.2,1833.2,1833.2,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2015,United States of America,1932.35,1932.35,1932.35,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2016,United States of America,1959.6,1959.6,1959.6,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2017,United States of America,2068.16,2068.16,2068.16,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2018,United States of America,2157.33,2157.33,2157.33,Currency: 2017 PPP $,tour,ILO +163,United States,USA,no,163,United States,2019,United States of America,2268.75,2268.75,2268.75,Currency: 2017 PPP $,tour,ILO +164,Belize,BLZ,no,164,Belize,2009,Belize,NA,937.16,937.16,Currency: 2017 PPP $,tour,ILO 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+171,Brazil,BRA,no,171,Brazil,2018,Brazil,663.73,663.73,663.73,Currency: 2017 PPP $,tour,ILO +171,Brazil,BRA,no,171,Brazil,2019,Brazil,657.77,657.77,657.77,Currency: 2017 PPP $,tour,ILO +172,Argentina,ARG,no,172,Argentina,2009,Argentina,NA,759.42,759.42,Currency: 2017 PPP $,tour,ILO +172,Argentina,ARG,no,172,Argentina,2010,Argentina,NA,759.42,759.42,Currency: 2017 PPP $,tour,ILO +172,Argentina,ARG,no,172,Argentina,2011,Argentina,759.42,759.42,759.42,Currency: 2017 PPP $,tour,ILO +172,Argentina,ARG,no,172,Argentina,2012,Argentina,834.09,834.09,834.09,Currency: 2017 PPP $,tour,ILO +172,Argentina,ARG,no,172,Argentina,2013,Argentina,834.17,834.17,834.17,Currency: 2017 PPP $,tour,ILO +172,Argentina,ARG,no,172,Argentina,2014,Argentina,782.12,782.12,782.12,Currency: 2017 PPP $,tour,ILO +172,Argentina,ARG,no,172,Argentina,2015,Argentina,NA,848.0866666666667,848.0866666666667,Currency: 2017 PPP $,tour,ILO 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Kingdom,GBR,no,180,United Kingdom,2014,United Kingdom of Great Britain and Northern Ireland,NA,1356.0149999999999,1356.0149999999999,Currency: 2017 PPP $,tour,ILO +180,United Kingdom,GBR,no,180,United Kingdom,2015,United Kingdom of Great Britain and Northern Ireland,1368.83,1368.83,1368.83,Currency: 2017 PPP $,tour,ILO +180,United Kingdom,GBR,no,180,United Kingdom,2016,United Kingdom of Great Britain and Northern Ireland,1474.76,1474.76,1474.76,Currency: 2017 PPP $,tour,ILO +180,United Kingdom,GBR,no,180,United Kingdom,2017,United Kingdom of Great Britain and Northern Ireland,1574.77,1574.77,1574.77,Currency: 2017 PPP $,tour,ILO +180,United Kingdom,GBR,no,180,United Kingdom,2018,United Kingdom of Great Britain and Northern Ireland,1596.47,1596.47,1596.47,Currency: 2017 PPP $,tour,ILO +180,United Kingdom,GBR,no,180,United Kingdom,2019,United Kingdom of Great Britain and Northern Ireland,1717.18,1717.18,1717.18,Currency: 2017 PPP $,tour,ILO 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Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2010,"Congo, Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2011,"Congo, Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2012,"Congo, Democratic Republic of the",140.18,140.18,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2013,"Congo, Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2014,"Congo, Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2015,"Congo, Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2016,"Congo, Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2017,"Congo, Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2018,"Congo, Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +199,Democratic Republic of the Congo,COD,no,199,Democratic Republic of the Congo,2019,"Congo, Democratic Republic of the",NA,NA,140.18,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2009,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2010,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2011,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2012,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2013,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2014,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2015,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2016,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2017,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2018,Angola,NA,NA,286.47,Currency: 2017 PPP $,tour,ILO +200,Angola,AGO,no,200,Angola,2019,Angola,286.47,286.47,286.47,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2009,"Tanzania, United Republic of",NA,320.89,320.89,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2010,"Tanzania, United Republic of",320.89,320.89,320.89,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2011,"Tanzania, United Republic of",352.85,352.85,352.85,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2012,"Tanzania, United Republic of",237.21,237.21,237.21,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2013,"Tanzania, United Republic of",NA,237.09,237.09,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2014,"Tanzania, United Republic of",236.97,236.97,236.97,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2015,"Tanzania, United Republic of",NA,236.97,236.97,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2016,"Tanzania, United Republic of",NA,236.97,236.97,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2017,"Tanzania, United Republic of",NA,236.97,236.97,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2018,"Tanzania, United Republic of",NA,236.97,236.97,Currency: 2017 PPP $,tour,ILO +202,Tanzania,TZA,no,202,Tanzania,2019,"Tanzania, United Republic of",NA,236.97,236.97,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2009,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2010,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2011,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2012,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2013,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2014,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2015,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2016,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2017,India,NA,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2018,India,527.81,527.81,527.81,Currency: 2017 PPP $,tour,ILO +203,India,IND,no,203,India,2019,India,554.6,554.6,554.6,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2009,Bangladesh,NA,441.16,441.16,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2010,Bangladesh,NA,441.16,441.16,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2011,Bangladesh,NA,441.16,441.16,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2012,Bangladesh,NA,441.16,441.16,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2013,Bangladesh,441.16,441.16,441.16,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2014,Bangladesh,NA,438.06,438.06,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2015,Bangladesh,NA,434.96000000000004,434.96000000000004,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2016,Bangladesh,431.86,431.86,431.86,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2017,Bangladesh,347.94,347.94,347.94,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2018,Bangladesh,NA,347.94,347.94,Currency: 2017 PPP $,tour,ILO +204,Bangladesh,BGD,no,204,Bangladesh,2019,Bangladesh,NA,347.94,347.94,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2009,Myanmar,NA,302.12,302.12,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2010,Myanmar,NA,302.12,302.12,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2011,Myanmar,NA,302.12,302.12,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2012,Myanmar,NA,302.12,302.12,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2013,Myanmar,NA,302.12,302.12,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2014,Myanmar,NA,302.12,302.12,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2015,Myanmar,302.12,302.12,302.12,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2016,Myanmar,NA,348.235,348.235,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2017,Myanmar,394.35,394.35,394.35,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2018,Myanmar,517.93,517.93,517.93,Currency: 2017 PPP $,tour,ILO +205,Myanmar,MMR,no,205,Myanmar,2019,Myanmar,466.18,466.18,466.18,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2009,Malaysia,NA,675.76,675.76,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2010,Malaysia,NA,675.76,675.76,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2011,Malaysia,675.76,675.76,675.76,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2012,Malaysia,762.28,762.28,762.28,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2013,Malaysia,NA,791.49,791.49,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2014,Malaysia,820.7,820.7,820.7,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2015,Malaysia,856.34,856.34,856.34,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2016,Malaysia,936.92,936.92,936.92,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2017,Malaysia,1015.66,1015.66,1015.66,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2018,Malaysia,1125.43,1125.43,1125.43,Currency: 2017 PPP $,tour,ILO +206,Malaysia,MYS,no,206,Malaysia,2019,Malaysia,1237.59,1237.59,1237.59,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2009,Viet Nam,68.04,68.04,68.04,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2010,Viet Nam,319.48,319.48,319.48,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2011,Viet Nam,347.72,347.72,347.72,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2012,Viet Nam,429.55,429.55,429.55,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2013,Viet Nam,425.51,425.51,425.51,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2014,Viet Nam,468.17,468.17,468.17,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2015,Viet Nam,532.38,532.38,532.38,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2016,Viet Nam,587.92,587.92,587.92,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2017,Viet Nam,574.07,574.07,574.07,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2018,Viet Nam,617.52,617.52,617.52,Currency: 2017 PPP $,tour,ILO +207,Vietnam,VNM,no,207,Vietnam,2019,Viet Nam,679.67,679.67,679.67,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2009,Singapore,1382.46,1382.46,1382.46,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2010,Singapore,1406.71,1406.71,1406.71,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2011,Singapore,NA,1488.7575000000002,1488.7575000000002,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2012,Singapore,NA,1570.805,1570.805,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2013,Singapore,NA,1652.8525,1652.8525,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2014,Singapore,1734.9,1734.9,1734.9,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2015,Singapore,NA,1836.135,1836.135,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2016,Singapore,1937.37,1937.37,1937.37,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2017,Singapore,1964.86,1964.86,1964.86,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2018,Singapore,2178.7,2178.7,2178.7,Currency: 2017 PPP $,tour,ILO +208,Singapore,SGP,no,208,Singapore,2019,Singapore,2198.07,2198.07,2198.07,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2009,China,365.73,365.73,365.73,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2010,China,404.29,404.29,404.29,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2011,China,470.63,470.63,470.63,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2012,China,544.11,544.11,544.11,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2013,China,593.94,593.94,593.94,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2014,China,622.83,622.83,622.83,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2015,China,659.87,659.87,659.87,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2016,China,704.99,704.99,704.99,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2017,China,741.28,741.28,741.28,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2018,China,799.34,799.34,799.34,Currency: 2017 PPP $,tour,ILO +209,China,CHN,no,209,China,2019,China,846.61,846.61,846.61,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2009,Japan,1901.47,1901.47,1901.47,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2010,Japan,1956.54,1956.54,1956.54,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2011,Japan,2039.56,2039.56,2039.56,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2012,Japan,2087.61,2087.61,2087.61,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2013,Japan,2182.19,2182.19,2182.19,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2014,Japan,2217.41,2217.41,2217.41,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2015,Japan,2239.3,2239.3,2239.3,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2016,Japan,2130.88,2130.88,2130.88,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2017,Japan,2114.1,2114.1,2114.1,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2018,Japan,2166.75,2166.75,2166.75,Currency: 2017 PPP $,tour,ILO +210,Japan,JPN,no,210,Japan,2019,Japan,2121.8,2121.8,2121.8,Currency: 2017 PPP $,tour,ILO +212,Gilbert Islands (Kiribati),KIR,no,212,Kiribati,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +213,Antarctica,ATA,no,213,Antarctica,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2009,Egypt,131.1,131.1,131.1,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2010,Egypt,516.41,516.41,516.41,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2011,Egypt,921.45,921.45,921.45,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2012,Egypt,778.56,778.56,778.56,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2013,Egypt,860.33,860.33,860.33,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2014,Egypt,NA,775.3900000000001,775.3900000000001,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2015,Egypt,690.45,690.45,690.45,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2016,Egypt,887.79,887.79,887.79,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2017,Egypt,775.08,775.08,775.08,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2018,Egypt,746.39,746.39,746.39,Currency: 2017 PPP $,tour,ILO +214,Egypt,EGY,no,214,Egypt,2019,Egypt,780.04,780.04,780.04,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2009,Jordan,NA,1058.38,1058.38,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2010,Jordan,NA,1058.38,1058.38,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2011,Jordan,NA,1058.38,1058.38,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2012,Jordan,NA,1058.38,1058.38,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2013,Jordan,NA,1058.38,1058.38,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2014,Jordan,NA,1058.38,1058.38,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2015,Jordan,NA,1058.38,1058.38,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2016,Jordan,1058.38,1058.38,1058.38,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2017,Jordan,954.51,954.51,954.51,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2018,Jordan,861.16,861.16,861.16,Currency: 2017 PPP $,tour,ILO +215,Jordan,JOR,no,215,Jordan,2019,Jordan,850.74,850.74,850.74,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2009,Indonesia,NA,325.29,325.29,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2010,Indonesia,NA,325.29,325.29,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2011,Indonesia,NA,325.29,325.29,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2012,Indonesia,325.29,325.29,325.29,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2013,Indonesia,320.14,320.14,320.14,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2014,Indonesia,344.19,344.19,344.19,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2015,Indonesia,335.47,335.47,335.47,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2016,Indonesia,NA,335.47,335.47,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2017,Indonesia,NA,335.47,335.47,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2018,Indonesia,NA,335.47,335.47,Currency: 2017 PPP $,tour,ILO +216,Indonesia,IDN,no,216,Indonesia,2019,Indonesia,NA,335.47,335.47,Currency: 2017 PPP $,tour,ILO +218,Canada,CAN,no,218,Canada,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +219,Saint Pierre and Miquelon,SPM,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +220,Sint Maarten,SXM,yes,177,Netherlands,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +221,Northern Saint-Martin,MAF,yes,179,France,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2009,Sweden,NA,2763.24,2763.24,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2010,Sweden,NA,2763.24,2763.24,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2011,Sweden,NA,2763.24,2763.24,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2012,Sweden,NA,2763.24,2763.24,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2013,Sweden,NA,2763.24,2763.24,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2014,Sweden,2763.24,2763.24,2763.24,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2015,Sweden,2569.53,2569.53,2569.53,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2016,Sweden,2595.41,2595.41,2595.41,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2017,Sweden,2657.14,2657.14,2657.14,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2018,Sweden,2755.98,2755.98,2755.98,Currency: 2017 PPP $,tour,ILO +222,Sweden,SWE,no,222,Sweden,2019,Sweden,2784.54,2784.54,2784.54,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2009,Norway,2908.08,2908.08,2908.08,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2010,Norway,2972.19,2972.19,2972.19,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2011,Norway,3036.69,3036.69,3036.69,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2012,Norway,3112.28,3112.28,3112.28,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2013,Norway,3194.83,3194.83,3194.83,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2014,Norway,3228.15,3228.15,3228.15,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2015,Norway,2745.54,2745.54,2745.54,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2016,Norway,2767.99,2767.99,2767.99,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2017,Norway,2907.44,2907.44,2907.44,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2018,Norway,3051.71,3051.71,3051.71,Currency: 2017 PPP $,tour,ILO +223,Norway,NOR,no,223,Norway,2019,Norway,3176.46,3176.46,3176.46,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2009,Chile,NA,726.52,726.52,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2010,Chile,NA,726.52,726.52,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2011,Chile,NA,726.52,726.52,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2012,Chile,NA,726.52,726.52,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2013,Chile,NA,726.52,726.52,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2014,Chile,726.52,726.52,726.52,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2015,Chile,NA,882.9133333333333,882.9133333333333,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2016,Chile,NA,1039.3066666666666,1039.3066666666666,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2017,Chile,1195.7,1195.7,1195.7,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2018,Chile,779.95,779.95,779.95,Currency: 2017 PPP $,tour,ILO +224,Chile,CHL,no,224,Chile,2019,Chile,1348.72,1348.72,1348.72,Currency: 2017 PPP $,tour,ILO +227,Jersey,JEY,yes,180,United Kingdom,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +228,Guernsey,GGY,yes,180,United Kingdom,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2009,Timor-Leste,NA,250.2,250.2,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2010,Timor-Leste,250.2,250.2,250.2,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2011,Timor-Leste,NA,264.3,264.3,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2012,Timor-Leste,NA,278.4,278.4,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2013,Timor-Leste,292.5,292.5,292.5,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2014,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2015,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2016,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2017,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2018,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +231,East Timor,TLS,no,231,East Timor,2019,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2009,Bosnia and Herzegovina,NA,588.86,588.86,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2010,Bosnia and Herzegovina,NA,588.86,588.86,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2011,Bosnia and Herzegovina,NA,588.86,588.86,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2012,Bosnia and Herzegovina,588.86,588.86,588.86,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2013,Bosnia and Herzegovina,664.83,664.83,664.83,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2014,Bosnia and Herzegovina,732.73,732.73,732.73,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2015,Bosnia and Herzegovina,667.77,667.77,667.77,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2016,Bosnia and Herzegovina,725.03,725.03,725.03,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2017,Bosnia and Herzegovina,NA,725.03,725.03,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2018,Bosnia and Herzegovina,NA,725.03,725.03,Currency: 2017 PPP $,tour,ILO +232,Bosnia and Herzegovina,BIH,no,232,Bosnia and Herzegovina,2019,Bosnia and Herzegovina,NA,725.03,725.03,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2009,Timor-Leste,NA,250.2,250.2,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2010,Timor-Leste,250.2,250.2,250.2,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2011,Timor-Leste,NA,264.3,264.3,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2012,Timor-Leste,NA,278.4,278.4,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2013,Timor-Leste,292.5,292.5,292.5,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2014,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2015,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2016,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2017,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2018,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +237,Oecussi Ambeno,TLS,yes,231,East Timor,2019,Timor-Leste,NA,292.5,292.5,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2009,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2010,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2011,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2012,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2013,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2014,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2015,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2016,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2017,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2018,Curaçao,1190.86,1190.86,1190.86,Currency: 2017 PPP $,tour,ILO +244,Curacao,CUW,yes,177,Netherlands,2019,Curaçao,NA,NA,1190.86,Currency: 2017 PPP $,tour,ILO +245,Bonaire,BQ,yes,177,Netherlands,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2009,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2010,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2011,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2012,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2013,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2014,Brunei Darussalam,1040.45,1040.45,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2015,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2016,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2017,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2018,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +247,Brunei,BRN,no,247,Brunei,2019,Brunei Darussalam,NA,NA,1040.45,Currency: 2017 PPP $,tour,ILO +248,Saba,BES,yes,177,Netherlands,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +249,Sint Eustatius,ANT,yes,177,Netherlands,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO +250,Aruba,ABW,yes,177,Netherlands,NA,NA,NA,NA,NA,Currency: 2017 PPP $,tour,ILO diff --git a/globalprep/le/v2024/livelihood_dataprep.Rmd b/globalprep/le/v2024/livelihood_dataprep.Rmd index 5ddc4227..75c2c4fa 100644 --- a/globalprep/le/v2024/livelihood_dataprep.Rmd +++ b/globalprep/le/v2024/livelihood_dataprep.Rmd @@ -65,13 +65,16 @@ current_year <- 2024 # Update this!! version_year <- paste0("v",current_year) data_dir_version_year <- paste0("d", current_year) -data_path <- paste0("globalprep/le/", version_year) +data_path <- here("globalprep", "le", version_year) # Raw data directory (on Mazu) raw_data_dir <- here::here(dir_M, "git-annex", "globalprep", "_raw_data") # world bank raw data directory wb_dir <- here(raw_data_dir, "WorldBank", data_dir_version_year) + +# output data dir for intermediate data products +int_dir <- here(data_path, "int") ``` ### Read in Data @@ -372,3 +375,12 @@ plotly::plot_ly(wage_regions_no_sp, x = ~year, y = ~monthly_wage, color = ~admin ``` Dropping Sao Tome and Principe (STP) adjusted the y-axis scale significantly to better visualize the monthly service wage data (USD) for other geographic areas. Investigating further, it looks as though the Sao Tome and Principe observation from 2017 (133814.9 USD) may have been inputted incorrectly, measured as annual income instead of monthly, or there was an error when it was adjusted by PPP. Dustin noticed that the data source from this observation was "HIES - Household Budget Survey". This was the only observation from this data source. Upon further investigation, we discovered the average annual income in STP is ~2,400 USD [WorldData]("https://www.worlddata.info/africa/sao-tome-and-principe/index.php#:~:text=With%20an%20average%20annual%20income,the%20lower%20middle%2Dincome%20countries") and a GDP per capita of ~2,817 USD [World Bank]("https://www.worldbank.org/en/country/saotome/overview"). Therefore, we have decided to drop it for the intermediate data set. + + +## Saving intermediate data products + +```{r} +# write_csv(wage_regions_no_sp, here(int_dir, "tour_quality.csv")) + +``` +