{"year": 2010, "value": 2183.32, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2011, "value": 2126.45, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2012, "value": 1979.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2013, "value": 2295.55, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2015, "value": 2409.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2016, "value": 1780.65, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2017, "value": 1962.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2018, "value": 1642.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2019, "value": 1302.92, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2020, "value": 1175.38, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2011, "value": 1124.05, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SDN", "Country or Area": "Sudan"}
{"year": 2014, "value": 88.92, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUN", "Country or Area": "Tunisia"}
{"year": 2014, "value": 1895.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BDI", "Country or Area": "Burundi"}
{"year": 2014, "value": 43.42, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COM", "Country or Area": "Comoros"}
{"year": 2021, "value": 69.2, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COM", "Country or Area": "Comoros"}
{"year": 2017, "value": 9.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DJI", "Country or Area": "Djibouti"}
{"year": 2021, "value": 12850.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ETH", "Country or Area": "Ethiopia"}
{"year": 2019, "value": 6317.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KEN", "Country or Area": "Kenya"}
{"year": 2015, "value": 4855.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDG", "Country or Area": "Madagascar"}
{"year": 2022, "value": 4105.24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDG", "Country or Area": "Madagascar"}
{"year": 2013, "value": 1782.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MWI", "Country or Area": "Malawi"}
{"year": 2012, "value": 25.25, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2013, "value": 25.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2014, "value": 28.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2015, "value": 30.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2016, "value": 27.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2017, "value": 27.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2018, "value": 26.6, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2019, "value": 26.77, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2021, "value": 18.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2015, "value": 4741.9, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MOZ", "Country or Area": "Mozambique"}
{"year": 2017, "value": 310.51, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2018, "value": 783.29, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2019, "value": 748.19, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2020, "value": 890.24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2021, "value": 701.56, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2022, "value": 771.14, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2019, "value": 0.31, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SYC", "Country or Area": "Seychelles"}
{"year": 2020, "value": 0.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SYC", "Country or Area": "Seychelles"}
{"year": 2019, "value": 181.29, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SOM", "Country or Area": "Somalia"}
{"year": 2012, "value": 4100.5, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UGA", "Country or Area": "Uganda"}
{"year": 2017, "value": 5676.79, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UGA", "Country or Area": "Uganda"}
{"year": 2021, "value": 7650.6, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UGA", "Country or Area": "Uganda"}
{"year": 2014, "value": 9107.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TZA", "Country or Area": "United Republic of Tanzania"}
{"year": 2020, "value": 10908.25, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TZA", "Country or Area": "United Republic of Tanzania"}
{"year": 2017, "value": 1190.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2018, "value": 2043.27, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2019, "value": 2055.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2020, "value": 2168.94, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2021, "value": 2101.17, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2011, "value": 2222.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZWE", "Country or Area": "Zimbabwe"}
{"year": 2014, "value": 2577.04, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZWE", "Country or Area": "Zimbabwe"}
{"year": 2019, "value": 1904.25, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZWE", "Country or Area": "Zimbabwe"}
{"year": 2021, "value": 1812.92, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZWE", "Country or Area": "Zimbabwe"}
{"year": 2011, "value": 2834.47, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AGO", "Country or Area": "Angola"}
{"year": 2019, "value": 4211.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AGO", "Country or Area": "Angola"}
{"year": 2021, "value": 4832.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AGO", "Country or Area": "Angola"}
{"year": 2014, "value": 3393.24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CMR", "Country or Area": "Cameroon"}
{"year": 2018, "value": 1859.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TCD", "Country or Area": "Chad"}
{"year": 2012, "value": 12272.67, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COD", "Country or Area": "Democratic Republic of the Congo"}
{"year": 2020, "value": 13418.45, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COD", "Country or Area": "Democratic Republic of the Congo"}
{"year": 2019, "value": 92.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BWA", "Country or Area": "Botswana"}
{"year": 2020, "value": 115.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BWA", "Country or Area": "Botswana"}
{"year": 2021, "value": 86.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BWA", "Country or Area": "Botswana"}
{"year": 2022, "value": 96.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BWA", "Country or Area": "Botswana"}
{"year": 2016, "value": 52.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWZ", "Country or Area": "Eswatini"}
{"year": 2021, "value": 38.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWZ", "Country or Area": "Eswatini"}
{"year": 2019, "value": 82.9, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LSO", "Country or Area": "Lesotho"}
{"year": 2012, "value": 112.9, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2013, "value": 138.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2014, "value": 131.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2016, "value": 92.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2018, "value": 138.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2010, "value": 1200.05, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2011, "value": 1775.5, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2012, "value": 1624.73, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2013, "value": 1555.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2014, "value": 1401.17, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2015, "value": 1482.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2016, "value": 1530.3, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2017, "value": 1753.45, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2018, "value": 1626.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2019, "value": 1750.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2020, "value": 2041.92, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2021, "value": 1990.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2022, "value": 1871.35, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2011, "value": 1449.04, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEN", "Country or Area": "Benin"}
{"year": 2018, "value": 1510.52, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEN", "Country or Area": "Benin"}
{"year": 2018, "value": 1655.61, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BFA", "Country or Area": "Burkina Faso"}
{"year": 2015, "value": 27.55, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CPV", "Country or Area": "Cabo Verde"}
{"year": 2012, "value": 1748.31, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2013, "value": 3458.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2016, "value": 3351.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2017, "value": 2468.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2019, "value": 3181.01, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2012, "value": 171.52, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GMB", "Country or Area": "Gambia"}
{"year": 2018, "value": 297.51, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GMB", "Country or Area": "Gambia"}
{"year": 2013, "value": 5207.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GHA", "Country or Area": "Ghana"}
{"year": 2015, "value": 3140.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GHA", "Country or Area": "Ghana"}
{"year": 2018, "value": 198.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GNB", "Country or Area": "Guinea-Bissau"}
{"year": 2010, "value": 465.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LBR", "Country or Area": "Liberia"}
{"year": 2017, "value": 449.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LBR", "Country or Area": "Liberia"}
{"year": 2013, "value": 2458.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2014, "value": 2443.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2015, "value": 2481.46, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2016, "value": 2115.91, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2017, "value": 2420.14, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2018, "value": 2269.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2020, "value": 2370.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2012, "value": 170.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MRT", "Country or Area": "Mauritania"}
{"year": 2017, "value": 201.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MRT", "Country or Area": "Mauritania"}
{"year": 2019, "value": 244.3, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MRT", "Country or Area": "Mauritania"}
{"year": 2011, "value": 2586.93, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NER", "Country or Area": "Niger"}
{"year": 2017, "value": 530.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NER", "Country or Area": "Niger"}
{"year": 2011, "value": 1229.15, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2015, "value": 1011.08, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2016, "value": 1170.93, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2017, "value": 1248.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2018, "value": 1320.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2019, "value": 1260.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2018, "value": 1258.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLE", "Country or Area": "Sierra Leone"}
{"year": 2017, "value": 977.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TGO", "Country or Area": "Togo"}
{"year": 2016, "value": 3.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRB", "Country or Area": "Barbados"}
{"year": 2010, "value": 333.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2011, "value": 364.65, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2012, "value": 378.73, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2013, "value": 370.45, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2014, "value": 370.47, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2015, "value": 469.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2016, "value": 481.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2017, "value": 496.52, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2018, "value": 516.75, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2019, "value": 525.61, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2020, "value": 510.05, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2021, "value": 552.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2012, "value": 1342.97, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HTI", "Country or Area": "Haiti"}
{"year": 2016, "value": 150.68, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2017, "value": 157.81, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2018, "value": 161, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2019, "value": 161.42, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2020, "value": 161.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2021, "value": 171.3, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2017, "value": 4.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LCA", "Country or Area": "Saint Lucia"}
{"year": 2018, "value": 4.55, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LCA", "Country or Area": "Saint Lucia"}
{"year": 2019, "value": 5.5, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LCA", "Country or Area": "Saint Lucia"}
{"year": 2020, "value": 4.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LCA", "Country or Area": "Saint Lucia"}
{"year": 2021, "value": 4.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LCA", "Country or Area": "Saint Lucia"}
{"year": 2022, "value": 5.52, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LCA", "Country or Area": "Saint Lucia"}
{"year": 2010, "value": 104.95, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2011, "value": 126.68, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2012, "value": 147.65, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2013, "value": 163.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2014, "value": 164.69, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2015, "value": 172.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2016, "value": 142.42, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2017, "value": 154.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2018, "value": 177.99, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2019, "value": 193.72, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2020, "value": 167.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2021, "value": 184.18, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2022, "value": 183.41, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2014, "value": 498.11, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2015, "value": 506.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2016, "value": 534.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2017, "value": 536.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2018, "value": 517.25, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2019, "value": 553.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2020, "value": 515.85, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2021, "value": 510.45, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2022, "value": 501.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2010, "value": 1061.68, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2011, "value": 815.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2012, "value": 1299.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2013, "value": 1011.33, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2014, "value": 1019.69, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2015, "value": 999.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2016, "value": 1052.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2017, "value": 1109.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2018, "value": 1130.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2019, "value": 1044.41, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2021, "value": 1442.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2022, "value": 1193.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2010, "value": 639.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2011, "value": 570.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2012, "value": 608.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2013, "value": 706.78, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2014, "value": 684.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2015, "value": 742.56, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2016, "value": 723.3, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2017, "value": 794.69, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2010, "value": 5271.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2011, "value": 5478.14, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2012, "value": 5724.32, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2013, "value": 5667.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2014, "value": 5425.79, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2015, "value": 5451.93, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2016, "value": 5487.72, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2017, "value": 5374.17, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2018, "value": 5616.99, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2019, "value": 6062.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2020, "value": 5074.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2021, "value": 6046.3, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2022, "value": 6400.78, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2012, "value": 801.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NIC", "Country or Area": "Nicaragua"}
{"year": 2010, "value": 157.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2011, "value": 144.47, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2012, "value": 174.31, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2013, "value": 185.42, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2014, "value": 187.91, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2015, "value": 203.51, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2016, "value": 222.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2017, "value": 226.31, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2018, "value": 259.85, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2019, "value": 285.42, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2020, "value": 258.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2021, "value": 250.49, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2010, "value": 823.3, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2011, "value": 807.93, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2012, "value": 824.56, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2013, "value": 852.04, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2014, "value": 879.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2017, "value": 1028.81, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2018, "value": 1121.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2019, "value": 1198.15, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2020, "value": 1150.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2021, "value": 1295.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2011, "value": 1363.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2012, "value": 1243.39, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2013, "value": 1322.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2014, "value": 1437.42, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2015, "value": 1277.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2016, "value": 1284.35, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2017, "value": 1428.87, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2018, "value": 1620.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2019, "value": 1667.52, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2011, "value": 9797.82, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2012, "value": 9704.26, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2013, "value": 9829.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2014, "value": 10838.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2015, "value": 10342.92, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2016, "value": 7011.77, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2017, "value": 7439.31, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2018, "value": 7726.91, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2019, "value": 7926.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2020, "value": 6886.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2021, "value": 7553.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2022, "value": 7651.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2018, "value": 561.79, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2019, "value": 579.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2020, "value": 450.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2021, "value": 549.82, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2022, "value": 585.25, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2010, "value": 3441.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2011, "value": 3610.83, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2012, "value": 3778.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2013, "value": 3665.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2014, "value": 3638.17, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2015, "value": 3701.41, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2016, "value": 3703.21, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2017, "value": 3751.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2018, "value": 3753.93, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2019, "value": 3658.87, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2021, "value": 3503.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2022, "value": 3186.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2010, "value": 1029.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2011, "value": 1098.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2012, "value": 1128.52, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2013, "value": 1157.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2014, "value": 1112.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2015, "value": 1289.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2016, "value": 1509.45, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2017, "value": 1618.88, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2018, "value": 1603.46, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2019, "value": 1668.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2021, "value": 1766.87, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2022, "value": 1811.9, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2018, "value": 25.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GUY", "Country or Area": "Guyana"}
{"year": 2019, "value": 25.26, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GUY", "Country or Area": "Guyana"}
{"year": 2010, "value": 466.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2011, "value": 500.24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2012, "value": 96.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2013, "value": 104.08, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2014, "value": 103.01, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2015, "value": 117.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2016, "value": 115.69, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2017, "value": 521.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2018, "value": 519.95, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2019, "value": 510.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2021, "value": 557.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2022, "value": 527.41, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2010, "value": 4355.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2011, "value": 4287.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2012, "value": 4049.3, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2013, "value": 4040.72, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2014, "value": 3987.17, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2015, "value": 3935.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2016, "value": 3985.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2017, "value": 4082.24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2018, "value": 4227.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2019, "value": 4296.21, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2020, "value": 3985.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2021, "value": 4354.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2022, "value": 4407.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2016, "value": 10.76, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SUR", "Country or Area": "Suriname"}
{"year": 2010, "value": 176.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2011, "value": 182.33, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2012, "value": 168.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2013, "value": 167.33, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2014, "value": 99.76, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2015, "value": 102.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2016, "value": 106.21, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2017, "value": 101.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2018, "value": 103.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2019, "value": 108.27, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2020, "value": 99.75, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2021, "value": 143.29, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2022, "value": 186.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2017, "value": 1893.88, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VEN", "Country or Area": "Venezuela (Bolivarian Republic of)"}
{"year": 2012, "value": 194.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2013, "value": 242.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2014, "value": 249.46, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2015, "value": 220.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2016, "value": 199.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2017, "value": 145.78, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2018, "value": 155.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2019, "value": 189.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2020, "value": 179.67, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2021, "value": 192.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2010, "value": 214.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2011, "value": 234.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2012, "value": 248.88, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2013, "value": 245.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2014, "value": 208.69, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2015, "value": 221.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2016, "value": 219.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2017, "value": 229.2, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2018, "value": 219.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2019, "value": 178.67, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2020, "value": 169.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2021, "value": 162.79, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2022, "value": 178.73, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2019, "value": 966.61, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KOR", "Country or Area": "Republic of Korea"}
{"year": 2014, "value": 3.33, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2017, "value": 3.81, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2018, "value": 3.01, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2019, "value": 4.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2020, "value": 4.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2021, "value": 4.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2012, "value": 2023.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KHM", "Country or Area": "Cambodia"}
{"year": 2019, "value": 2555.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KHM", "Country or Area": "Cambodia"}
{"year": 2016, "value": 24534.67, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2017, "value": 25575.77, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2018, "value": 25730.15, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2019, "value": 26064.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2022, "value": 27501.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2017, "value": 1098.9, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LAO", "Country or Area": "Lao People's Democratic Republic"}
{"year": 2022, "value": 808.65, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LAO", "Country or Area": "Lao People's Democratic Republic"}
{"year": 2015, "value": 4895.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2017, "value": 5355.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2018, "value": 5825.51, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2019, "value": 5569.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2020, "value": 5133.38, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2014, "value": 9428.01, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2015, "value": 9173.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2016, "value": 9084.83, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2017, "value": 7955.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2018, "value": 7915.17, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2010, "value": 50.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TLS", "Country or Area": "Timor-Leste"}
{"year": 2013, "value": 81.47, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TLS", "Country or Area": "Timor-Leste"}
{"year": 2021, "value": 76.79, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TLS", "Country or Area": "Timor-Leste"}
{"year": 2013, "value": 17068.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2014, "value": 16558.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2015, "value": 15686.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2016, "value": 15365.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2017, "value": 14899.32, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2018, "value": 14322.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2019, "value": 13777.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2020, "value": 12913.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2021, "value": 13651.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2022, "value": 13624.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2021, "value": 1073.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AFG", "Country or Area": "Afghanistan"}
{"year": 2010, "value": 12556.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGD", "Country or Area": "Bangladesh"}
{"year": 2013, "value": 10408.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGD", "Country or Area": "Bangladesh"}
{"year": 2017, "value": 12708.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGD", "Country or Area": "Bangladesh"}
{"year": 2010, "value": 82808.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2012, "value": 81218.77, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2018, "value": 52431.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2019, "value": 65904.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2020, "value": 73699.76, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2021, "value": 81533.27, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2016, "value": 17.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDV", "Country or Area": "Maldives"}
{"year": 2019, "value": 26.9, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDV", "Country or Area": "Maldives"}
{"year": 2017, "value": 1536.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NPL", "Country or Area": "Nepal"}
{"year": 2010, "value": 8214.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2011, "value": 8745.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2013, "value": 8738.35, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2014, "value": 8962.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2015, "value": 9298.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2018, "value": 9040.78, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2019, "value": 10284.08, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2021, "value": 10263.21, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2010, "value": 1136.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2011, "value": 1150.83, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2013, "value": 1125.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2014, "value": 1088.72, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2015, "value": 1181.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2016, "value": 1197.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2017, "value": 1245.65, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2018, "value": 1099.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2019, "value": 1125.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2020, "value": 1027.17, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2011, "value": 263.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2012, "value": 256.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2013, "value": 256.39, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2014, "value": 234.55, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2015, "value": 206.33, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2016, "value": 179.61, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2017, "value": 173.27, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2018, "value": 349.19, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2019, "value": 354.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2020, "value": 340.61, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2021, "value": 379.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2010, "value": 13.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2011, "value": 12.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2012, "value": 13.24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2013, "value": 13.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2014, "value": 12.88, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2015, "value": 14.95, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2016, "value": 13.35, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2017, "value": 15.26, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2018, "value": 14.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2019, "value": 14.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2020, "value": 14.75, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2021, "value": 6.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2019, "value": 334.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GEO", "Country or Area": "Georgia"}
{"year": 2020, "value": 348.46, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GEO", "Country or Area": "Georgia"}
{"year": 2021, "value": 224.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRQ", "Country or Area": "Iraq"}
{"year": 2017, "value": 11.47, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2018, "value": 8.75, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2019, "value": 9.14, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2020, "value": 9.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2021, "value": 7.31, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2019, "value": 55.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LBN", "Country or Area": "Lebanon"}
{"year": 2010, "value": 3031.61, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2011, "value": 3228.77, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2012, "value": 3186.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2013, "value": 3147.35, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2014, "value": 2889.04, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2015, "value": 2893.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2016, "value": 2816.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2017, "value": 2966.32, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2018, "value": 2883.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2019, "value": 2724.32, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2020, "value": 2288.75, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2021, "value": 2445.73, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2022, "value": 2483.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2014, "value": 195.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "YEM", "Country or Area": "Yemen"}
{"year": 2010, "value": 35.83, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2011, "value": 28.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2012, "value": 28.25, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2013, "value": 51.69, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2014, "value": 31.93, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2015, "value": 36.91, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2016, "value": 53.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2017, "value": 22.88, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2018, "value": 24.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2019, "value": 27.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2020, "value": 20.87, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2021, "value": 22.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2010, "value": 210.95, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2011, "value": 236.81, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2012, "value": 249.15, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2013, "value": 262.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2014, "value": 253.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2015, "value": 250.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2016, "value": 237.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2017, "value": 227.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2018, "value": 231.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2019, "value": 221.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2020, "value": 232.15, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2021, "value": 214.95, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2010, "value": 140.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2011, "value": 150.31, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2012, "value": 151.73, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2013, "value": 129.94, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2014, "value": 45.82, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2015, "value": 52.24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2016, "value": 53.69, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2017, "value": 158.87, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2018, "value": 92.35, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2019, "value": 137.26, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2020, "value": 156.49, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2010, "value": 784.97, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2011, "value": 811.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2012, "value": 767.29, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2013, "value": 754.61, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2014, "value": 772.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2015, "value": 678.91, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2016, "value": 686.38, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2017, "value": 711.2, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2018, "value": 618.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2019, "value": 644.82, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2020, "value": 678.05, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2021, "value": 684.18, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2010, "value": 498.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2011, "value": 520.6, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2012, "value": 545.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2013, "value": 557.38, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2014, "value": 483.04, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2015, "value": 483.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2016, "value": 493.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2017, "value": 463.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2018, "value": 426.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2019, "value": 415.93, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2020, "value": 421.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2021, "value": 445.26, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2022, "value": 441.01, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2010, "value": 65.25, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2011, "value": 68.82, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2012, "value": 99.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2013, "value": 93.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2014, "value": 86.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2015, "value": 95.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2016, "value": 107.17, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2017, "value": 129.93, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2018, "value": 118.14, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2019, "value": 126.46, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2020, "value": 109.67, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2010, "value": 39.01, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2011, "value": 38.45, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2012, "value": 41.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2013, "value": 40.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2014, "value": 48.27, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2015, "value": 46.27, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2016, "value": 44.68, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2017, "value": 44.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2018, "value": 46.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2019, "value": 47.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2010, "value": 3.68, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2011, "value": 6.33, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2012, "value": 5.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2013, "value": 3.81, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2014, "value": 6.11, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2015, "value": 7.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2016, "value": 6.85, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2017, "value": 6.17, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2018, "value": 4.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2019, "value": 6.76, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2020, "value": 7.19, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2021, "value": 7.27, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2010, "value": 58.81, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2011, "value": 63.97, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2012, "value": 60.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2013, "value": 58.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2014, "value": 65.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2015, "value": 61.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2016, "value": 62.08, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2017, "value": 64.24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2018, "value": 57.39, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2019, "value": 62.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2020, "value": 54.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2021, "value": 49.58, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2010, "value": 0.69, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2011, "value": 1.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2012, "value": 1.5, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2014, "value": 0.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2017, "value": 0.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2018, "value": 0.51, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2010, "value": 27.67, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2011, "value": 26.18, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2012, "value": 15.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2013, "value": 21.27, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2014, "value": 31.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2015, "value": 22.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2016, "value": 22.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2017, "value": 26.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2018, "value": 34.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2019, "value": 15.41, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2020, "value": 4.78, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2021, "value": 2.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2010, "value": 10.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2011, "value": 13.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2012, "value": 16.6, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2013, "value": 12.42, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2014, "value": 14.49, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2015, "value": 14.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2016, "value": 12.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2017, "value": 13.15, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2018, "value": 12.97, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2019, "value": 12.6, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2020, "value": 15.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2021, "value": 14.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2010, "value": 22.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2011, "value": 24.5, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2012, "value": 23.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2013, "value": 27.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2014, "value": 30.27, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2015, "value": 30.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2016, "value": 27.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2017, "value": 22.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2018, "value": 25.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2019, "value": 20.75, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2020, "value": 22.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2021, "value": 20.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2010, "value": 27.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2011, "value": 27.01, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2012, "value": 30.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2013, "value": 32.2, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2014, "value": 30.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2015, "value": 26.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2016, "value": 22.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2017, "value": 25.31, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2018, "value": 24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2019, "value": 25.9, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2020, "value": 19.95, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2010, "value": 16.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2011, "value": 25.41, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2012, "value": 20.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2013, "value": 11.37, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2014, "value": 15.88, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2015, "value": 19.35, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2016, "value": 19.39, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2017, "value": 22.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2018, "value": 27.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2019, "value": 28.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2020, "value": 27.82, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2021, "value": 35.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2010, "value": 1002.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GBR", "Country or Area": "United Kingdom of Great Britain and Northern Ireland"}
{"year": 2011, "value": 1187.2, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GBR", "Country or Area": "United Kingdom of Great Britain and Northern Ireland"}
{"year": 2012, "value": 1111.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GBR", "Country or Area": "United Kingdom of Great Britain and Northern Ireland"}
{"year": 2013, "value": 1125.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GBR", "Country or Area": "United Kingdom of Great Britain and Northern Ireland"}
{"year": 2014, "value": 1149.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GBR", "Country or Area": "United Kingdom of Great Britain and Northern Ireland"}
{"year": 2015, "value": 1188.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GBR", "Country or Area": "United Kingdom of Great Britain and Northern Ireland"}
{"year": 2016, "value": 1297.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GBR", "Country or Area": "United Kingdom of Great Britain and Northern Ireland"}
{"year": 2017, "value": 1585.04, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GBR", "Country or Area": "United Kingdom of Great Britain and Northern Ireland"}
{"year": 2018, "value": 1647.39, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GBR", "Country or Area": "United Kingdom of Great Britain and Northern Ireland"}
{"year": 2012, "value": 332.49, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2013, "value": 272.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2014, "value": 260.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2015, "value": 264.38, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2016, "value": 283.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2017, "value": 274.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2018, "value": 283.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2019, "value": 290.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2010, "value": 85.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2011, "value": 75.14, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2012, "value": 81.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2013, "value": 71.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2014, "value": 65.26, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2015, "value": 66.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2016, "value": 64.15, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2017, "value": 59.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2018, "value": 46.76, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2019, "value": 60.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2020, "value": 57.78, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2021, "value": 34.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2022, "value": 22.65, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2010, "value": 12.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2011, "value": 19.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2012, "value": 19.73, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2013, "value": 18.6, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2014, "value": 16.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2015, "value": 15.19, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2016, "value": 12.82, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2017, "value": 11.95, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2018, "value": 10.95, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2019, "value": 15.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2020, "value": 14.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2021, "value": 8.67, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2010, "value": 148.08, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2011, "value": 144.32, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2012, "value": 138.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2013, "value": 114.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2014, "value": 87.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2015, "value": 97.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2016, "value": 115.85, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2017, "value": 118.52, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2018, "value": 119.87, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2019, "value": 105.92, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2020, "value": 105.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2021, "value": 90.18, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2010, "value": 269.56, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2011, "value": 428.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2012, "value": 445.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2013, "value": 446.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2014, "value": 415.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2015, "value": 416.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2016, "value": 394.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2017, "value": 376.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2018, "value": 370.82, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2019, "value": 395.05, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2020, "value": 307.8, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2021, "value": 307.39, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2010, "value": 2.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2011, "value": 2.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2012, "value": 3.08, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2013, "value": 2.72, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2014, "value": 2.68, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2015, "value": 3.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2016, "value": 3.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2017, "value": 4.38, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2018, "value": 4.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2019, "value": 5.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2020, "value": 6.92, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2010, "value": 36.37, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2011, "value": 38.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2012, "value": 34.11, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2013, "value": 47.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2014, "value": 50.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2015, "value": 42.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2016, "value": 35.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2017, "value": 36.79, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2018, "value": 32.37, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2019, "value": 29.3, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2020, "value": 22.62, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2021, "value": 21.51, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2022, "value": 17.76, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2010, "value": 72.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2011, "value": 104.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2012, "value": 96.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2013, "value": 89.11, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2014, "value": 100.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2015, "value": 98.56, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2016, "value": 107.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2017, "value": 99.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2018, "value": 93.18, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2019, "value": 86.33, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2020, "value": 71.89, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2021, "value": 92.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2010, "value": 199.45, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2011, "value": 168.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2012, "value": 159.26, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2013, "value": 186.18, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2014, "value": 216.56, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2015, "value": 198.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2016, "value": 228.97, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2017, "value": 220.15, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2018, "value": 196.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2019, "value": 192.77, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2020, "value": 188.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2021, "value": 229.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2010, "value": 8.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2011, "value": 9.72, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2012, "value": 9.56, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2013, "value": 10.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2014, "value": 14.04, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2015, "value": 13.37, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2016, "value": 14.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2017, "value": 14.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2018, "value": 12.81, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2019, "value": 15.66, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2020, "value": 14.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2021, "value": 21.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2010, "value": 129.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2011, "value": 199.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2012, "value": 168.9, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2013, "value": 251.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2014, "value": 282.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2015, "value": 278.33, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2016, "value": 229.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2017, "value": 265.6, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2018, "value": 263.73, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2019, "value": 259.85, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2020, "value": 204.5, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2021, "value": 248.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2010, "value": 30.5, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2011, "value": 33.88, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2012, "value": 33.83, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2013, "value": 34.2, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2014, "value": 31.13, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2015, "value": 27.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2016, "value": 44.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2017, "value": 32.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2018, "value": 37.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2019, "value": 51.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2020, "value": 39.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2021, "value": 31.91, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2010, "value": 37.34, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2011, "value": 56.79, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2012, "value": 66.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2013, "value": 64.08, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2014, "value": 69.03, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2015, "value": 35.83, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2016, "value": 38.56, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2017, "value": 49.14, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2018, "value": 60.76, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2019, "value": 60.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2020, "value": 48.53, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2021, "value": 44.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2010, "value": 154.4, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2011, "value": 209.75, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2012, "value": 180.39, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2013, "value": 170.46, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2014, "value": 191.29, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2015, "value": 156.26, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2016, "value": 247.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2017, "value": 220.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2018, "value": 190.08, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2019, "value": 202.94, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2020, "value": 272.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2021, "value": 272.41, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2020, "value": 164.29, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DEU", "Country or Area": "Germany"}
{"year": 2021, "value": 190.71, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DEU", "Country or Area": "Germany"}
{"year": 2010, "value": 1.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2011, "value": 1.43, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2012, "value": 1.16, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2013, "value": 1.82, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2014, "value": 1.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2015, "value": 1.9, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2016, "value": 2.51, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2017, "value": 1.42, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2018, "value": 1.5, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2019, "value": 1.51, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2020, "value": 1.3, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2021, "value": 1.39, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2010, "value": 244.12, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2011, "value": 258.96, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2012, "value": 247.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2013, "value": 257.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2014, "value": 252.99, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2015, "value": 269.36, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2016, "value": 294.54, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2017, "value": 303.51, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2018, "value": 318.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2019, "value": 322.52, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2020, "value": 334.81, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2021, "value": 247.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2010, "value": 21.81, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2011, "value": 34.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2012, "value": 36.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2013, "value": 34.86, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2014, "value": 40.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2015, "value": 47.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2016, "value": 46.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2017, "value": 42.73, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2018, "value": 40.24, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2019, "value": 38.57, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2020, "value": 33.77, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2021, "value": 33.78, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2010, "value": 345.02, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2011, "value": 419.48, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2012, "value": 380.83, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2013, "value": 391.49, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2014, "value": 374.94, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2015, "value": 376.44, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2016, "value": 417.92, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2017, "value": 412.18, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2018, "value": 421.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2019, "value": 423.92, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2020, "value": 419.73, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2021, "value": 439.84, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2016, "value": 32.23, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FJI", "Country or Area": "Fiji"}
{"year": 2019, "value": 26.63, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VUT", "Country or Area": "Vanuatu"}
{"year": 2019, "value": 2.93, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KIR", "Country or Area": "Kiribati"}
{"year": 2020, "value": 5.38, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KIR", "Country or Area": "Kiribati"}
{"year": 2019, "value": 0.88, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MHL", "Country or Area": "Marshall Islands"}
{"year": 2021, "value": 1.38, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MHL", "Country or Area": "Marshall Islands"}
{"year": 2021, "value": 0.09, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NRU", "Country or Area": "Nauru"}
{"year": 2019, "value": 0.59, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COK", "Country or Area": "Cook Islands"}
{"year": 2012, "value": 4.55, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "WSM", "Country or Area": "Samoa"}
{"year": 2017, "value": 8.35, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "WSM", "Country or Area": "Samoa"}
{"year": 2018, "value": 6.94, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TON", "Country or Area": "Tonga"}
{"year": 2021, "value": 8.42, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TON", "Country or Area": "Tonga"}
{"year": 2019, "value": 0.22, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "WLF", "Country or Area": "Wallis and Futuna Islands"}
{"year": 2018, "value": 133867.39, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_AP", "Country or Area": "Asia & Pacific"}
{"year": 2019, "value": 149030.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_AP", "Country or Area": "Asia & Pacific"}
{"year": 2010, "value": 29700.7, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2011, "value": 29735.98, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2012, "value": 32078.41, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2013, "value": 30368.07, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2014, "value": 31106.78, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2015, "value": 30911.28, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2016, "value": 28045.52, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2017, "value": 31289.74, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2018, "value": 30515.64, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2019, "value": 31409.08, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2020, "value": 29164.1, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2021, "value": 31752.56, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}
{"year": 2022, "value": 32084.06, "indicator": "Informal employment by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}