{"year": 2010, "value": 2173.32, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2011, "value": 2112.13, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2012, "value": 1963.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2013, "value": 2283.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2015, "value": 2394.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2016, "value": 1775.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2017, "value": 1951.84, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2018, "value": 1599.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2019, "value": 1289.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2020, "value": 1164.19, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EGY", "Country or Area": "Egypt"}
{"year": 2011, "value": 1124.05, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SDN", "Country or Area": "Sudan"}
{"year": 2014, "value": 88.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUN", "Country or Area": "Tunisia"}
{"year": 2014, "value": 1891.49, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BDI", "Country or Area": "Burundi"}
{"year": 2014, "value": 43.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COM", "Country or Area": "Comoros"}
{"year": 2021, "value": 69, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COM", "Country or Area": "Comoros"}
{"year": 2017, "value": 9.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DJI", "Country or Area": "Djibouti"}
{"year": 2021, "value": 12626.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ETH", "Country or Area": "Ethiopia"}
{"year": 2019, "value": 6317.16, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KEN", "Country or Area": "Kenya"}
{"year": 2012, "value": 4547.67, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDG", "Country or Area": "Madagascar"}
{"year": 2015, "value": 4804.32, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDG", "Country or Area": "Madagascar"}
{"year": 2022, "value": 4088.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDG", "Country or Area": "Madagascar"}
{"year": 2013, "value": 1770.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MWI", "Country or Area": "Malawi"}
{"year": 2012, "value": 25.25, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2013, "value": 25.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2014, "value": 28.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2015, "value": 30.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2016, "value": 27.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2017, "value": 27.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2018, "value": 26.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2019, "value": 26.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2021, "value": 18.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MUS", "Country or Area": "Mauritius"}
{"year": 2015, "value": 4741.74, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MOZ", "Country or Area": "Mozambique"}
{"year": 2017, "value": 275.49, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2018, "value": 750.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2019, "value": 718.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2020, "value": 865.93, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2021, "value": 685.37, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2022, "value": 753.51, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RWA", "Country or Area": "Rwanda"}
{"year": 2019, "value": 0.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SYC", "Country or Area": "Seychelles"}
{"year": 2020, "value": 0.22, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SYC", "Country or Area": "Seychelles"}
{"year": 2019, "value": 177.44, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SOM", "Country or Area": "Somalia"}
{"year": 2012, "value": 4028.93, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UGA", "Country or Area": "Uganda"}
{"year": 2017, "value": 5672.58, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UGA", "Country or Area": "Uganda"}
{"year": 2021, "value": 7642.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UGA", "Country or Area": "Uganda"}
{"year": 2014, "value": 9074.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TZA", "Country or Area": "United Republic of Tanzania"}
{"year": 2020, "value": 10898.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TZA", "Country or Area": "United Republic of Tanzania"}
{"year": 2017, "value": 1175.3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2018, "value": 2038.59, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2019, "value": 2047.81, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2020, "value": 2161.8, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2021, "value": 2089.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZMB", "Country or Area": "Zambia"}
{"year": 2011, "value": 2214.97, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZWE", "Country or Area": "Zimbabwe"}
{"year": 2014, "value": 2565.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZWE", "Country or Area": "Zimbabwe"}
{"year": 2019, "value": 1899.38, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZWE", "Country or Area": "Zimbabwe"}
{"year": 2021, "value": 1812.49, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZWE", "Country or Area": "Zimbabwe"}
{"year": 2011, "value": 2829.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AGO", "Country or Area": "Angola"}
{"year": 2019, "value": 4208.19, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AGO", "Country or Area": "Angola"}
{"year": 2021, "value": 4831.19, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AGO", "Country or Area": "Angola"}
{"year": 2014, "value": 3372.2, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CMR", "Country or Area": "Cameroon"}
{"year": 2018, "value": 1858.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TCD", "Country or Area": "Chad"}
{"year": 2012, "value": 12261.48, "indicator": "Employement outside the Formal Sector 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": 13299.9, "indicator": "Employement outside the Formal Sector 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": 90.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BWA", "Country or Area": "Botswana"}
{"year": 2020, "value": 115.04, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BWA", "Country or Area": "Botswana"}
{"year": 2021, "value": 84.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BWA", "Country or Area": "Botswana"}
{"year": 2022, "value": 93.56, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BWA", "Country or Area": "Botswana"}
{"year": 2016, "value": 52.11, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWZ", "Country or Area": "Eswatini"}
{"year": 2021, "value": 37.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWZ", "Country or Area": "Eswatini"}
{"year": 2019, "value": 81.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LSO", "Country or Area": "Lesotho"}
{"year": 2012, "value": 112.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2013, "value": 138.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2014, "value": 131.18, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2016, "value": 92.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2018, "value": 138.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NAM", "Country or Area": "Namibia"}
{"year": 2010, "value": 1169.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2011, "value": 1752.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2012, "value": 1605.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2013, "value": 1530.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2014, "value": 1378.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2015, "value": 1462.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2016, "value": 1513.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2017, "value": 1732.84, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2018, "value": 1607.74, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2019, "value": 1727.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2020, "value": 2025.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2021, "value": 1983.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2022, "value": 1856.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ZAF", "Country or Area": "South Africa"}
{"year": 2011, "value": 1445.37, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEN", "Country or Area": "Benin"}
{"year": 2018, "value": 1510.52, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEN", "Country or Area": "Benin"}
{"year": 2018, "value": 1654.84, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BFA", "Country or Area": "Burkina Faso"}
{"year": 2015, "value": 25.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CPV", "Country or Area": "Cabo Verde"}
{"year": 2012, "value": 1744.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2013, "value": 3452.32, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2016, "value": 3338.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2017, "value": 2467.99, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2019, "value": 3174.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CIV", "Country or Area": "Côte d’Ivoire"}
{"year": 2012, "value": 169.84, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GMB", "Country or Area": "Gambia"}
{"year": 2018, "value": 297.51, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GMB", "Country or Area": "Gambia"}
{"year": 2013, "value": 5198.65, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GHA", "Country or Area": "Ghana"}
{"year": 2015, "value": 3112.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GHA", "Country or Area": "Ghana"}
{"year": 2018, "value": 198.13, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GNB", "Country or Area": "Guinea-Bissau"}
{"year": 2010, "value": 460.7, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LBR", "Country or Area": "Liberia"}
{"year": 2017, "value": 273.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LBR", "Country or Area": "Liberia"}
{"year": 2013, "value": 2042.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2014, "value": 2424.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2015, "value": 2481.46, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2016, "value": 2113.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2017, "value": 2418.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2018, "value": 2256.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2020, "value": 2370.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLI", "Country or Area": "Mali"}
{"year": 2012, "value": 170.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MRT", "Country or Area": "Mauritania"}
{"year": 2017, "value": 201.85, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MRT", "Country or Area": "Mauritania"}
{"year": 2019, "value": 244.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MRT", "Country or Area": "Mauritania"}
{"year": 2011, "value": 2578.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NER", "Country or Area": "Niger"}
{"year": 2012, "value": 768.46, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NER", "Country or Area": "Niger"}
{"year": 2017, "value": 530.58, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NER", "Country or Area": "Niger"}
{"year": 2011, "value": 1224.12, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2015, "value": 998.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2016, "value": 1139.88, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2017, "value": 1243.32, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2018, "value": 1320.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2019, "value": 1257.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SEN", "Country or Area": "Senegal"}
{"year": 2018, "value": 1258.63, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLE", "Country or Area": "Sierra Leone"}
{"year": 2017, "value": 977.14, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TGO", "Country or Area": "Togo"}
{"year": 2016, "value": 3.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRB", "Country or Area": "Barbados"}
{"year": 2010, "value": 333.58, "indicator": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2015, "value": 456.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2016, "value": 465.58, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2017, "value": 485.51, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2018, "value": 505.68, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2019, "value": 515.46, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2020, "value": 504.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2021, "value": 543.11, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DOM", "Country or Area": "Dominican Republic"}
{"year": 2012, "value": 1342.4, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HTI", "Country or Area": "Haiti"}
{"year": 2016, "value": 149.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2017, "value": 156.49, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2018, "value": 159.63, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2019, "value": 160.12, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2020, "value": 160.81, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2021, "value": 170.81, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JAM", "Country or Area": "Jamaica"}
{"year": 2017, "value": 4.54, "indicator": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LCA", "Country or Area": "Saint Lucia"}
{"year": 2010, "value": 103.08, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2011, "value": 123.37, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2012, "value": 143.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2013, "value": 159.79, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2014, "value": 162.63, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2015, "value": 168.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2016, "value": 139.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2017, "value": 149.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2018, "value": 175.94, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2019, "value": 192.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2020, "value": 165.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2021, "value": 181.68, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CRI", "Country or Area": "Costa Rica"}
{"year": 2022, "value": 182.25, "indicator": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2015, "value": 499.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2016, "value": 528.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2017, "value": 532.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2018, "value": 511.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2019, "value": 549, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2020, "value": 510.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2021, "value": 507.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2022, "value": 497.5, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SLV", "Country or Area": "El Salvador"}
{"year": 2010, "value": 1046.01, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2011, "value": 802.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2012, "value": 1290.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2013, "value": 1003.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2014, "value": 1003.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2015, "value": 984.51, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2016, "value": 1038.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2017, "value": 1091.16, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2018, "value": 1122.25, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2019, "value": 1028.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2021, "value": 1433.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2022, "value": 1185.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GTM", "Country or Area": "Guatemala"}
{"year": 2010, "value": 639.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2011, "value": 570.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2012, "value": 608.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2013, "value": 706.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2014, "value": 684.22, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2015, "value": 742.56, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2016, "value": 723.3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2017, "value": 794.69, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HND", "Country or Area": "Honduras"}
{"year": 2010, "value": 4847.55, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2011, "value": 5039.5, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2012, "value": 5333.7, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2013, "value": 5294.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2014, "value": 5031.25, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2015, "value": 5048.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2016, "value": 5074.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2017, "value": 4999.88, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2018, "value": 5250.28, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2019, "value": 5659.4, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2020, "value": 4814.44, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2021, "value": 5769.39, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2022, "value": 6067.88, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MEX", "Country or Area": "Mexico"}
{"year": 2012, "value": 796.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NIC", "Country or Area": "Nicaragua"}
{"year": 2010, "value": 147.39, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2011, "value": 137.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2012, "value": 163.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2013, "value": 177.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2014, "value": 178.22, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2015, "value": 194.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2016, "value": 210.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2017, "value": 215.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2018, "value": 248.58, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2019, "value": 271.73, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2020, "value": 246.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2021, "value": 239.69, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAN", "Country or Area": "Panama"}
{"year": 2010, "value": 818.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2011, "value": 803.74, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2012, "value": 821.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2013, "value": 850.21, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2014, "value": 877.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2017, "value": 1025.23, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2018, "value": 1120.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2019, "value": 1196.01, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2020, "value": 1145.93, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2021, "value": 1295.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARG", "Country or Area": "Argentina"}
{"year": 2011, "value": 1331.69, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2012, "value": 1213.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2013, "value": 1287.18, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2014, "value": 1405.97, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2015, "value": 1248.49, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2016, "value": 1218.3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2017, "value": 1356.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2018, "value": 1558.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2019, "value": 1604.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BOL", "Country or Area": "Bolivia (Plurinational State of)"}
{"year": 2011, "value": 8775.73, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2012, "value": 8574.32, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2013, "value": 8606.61, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2014, "value": 9459.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2015, "value": 8870.08, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2016, "value": 7011.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2017, "value": 7439.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2018, "value": 7726.91, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2019, "value": 7926.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2020, "value": 6886.12, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2021, "value": 7553.43, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2022, "value": 7651.59, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRA", "Country or Area": "Brazil"}
{"year": 2018, "value": 525.52, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2019, "value": 547.67, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2020, "value": 429.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2021, "value": 526.97, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2022, "value": 565.3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHL", "Country or Area": "Chile"}
{"year": 2010, "value": 3428.58, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2011, "value": 3596.61, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2012, "value": 3765.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2013, "value": 3650.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2014, "value": 3625.9, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2015, "value": 3689.21, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2016, "value": 3693.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2017, "value": 3742.29, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2018, "value": 3743.01, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2019, "value": 3647.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2021, "value": 3493.61, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2022, "value": 3183.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COL", "Country or Area": "Colombia"}
{"year": 2010, "value": 945.12, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2011, "value": 995.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2012, "value": 1006.51, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2013, "value": 1048.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2014, "value": 1003.72, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2015, "value": 1149.85, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2016, "value": 1358.29, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2017, "value": 1453.05, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2018, "value": 1446.83, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2019, "value": 1512.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2021, "value": 1617.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2022, "value": 1681.83, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ECU", "Country or Area": "Ecuador"}
{"year": 2018, "value": 23.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GUY", "Country or Area": "Guyana"}
{"year": 2019, "value": 22.94, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GUY", "Country or Area": "Guyana"}
{"year": 2010, "value": 449.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2011, "value": 500.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2012, "value": 96.26, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2013, "value": 104.08, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2014, "value": 103.01, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2015, "value": 117.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2016, "value": 115.69, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2017, "value": 521.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2018, "value": 519.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2019, "value": 510.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2021, "value": 557.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2022, "value": 527.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRY", "Country or Area": "Paraguay"}
{"year": 2010, "value": 4355.16, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2011, "value": 4287.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2012, "value": 3838.46, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2013, "value": 3869.68, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2014, "value": 3820.38, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2015, "value": 3769.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2016, "value": 3806.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2017, "value": 3915.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2018, "value": 4045.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2019, "value": 4121.65, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2020, "value": 3851.88, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2021, "value": 4220.14, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2022, "value": 4280.56, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PER", "Country or Area": "Peru"}
{"year": 2016, "value": 10.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SUR", "Country or Area": "Suriname"}
{"year": 2010, "value": 175.81, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2011, "value": 181.56, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2012, "value": 166.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2013, "value": 166.61, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2014, "value": 99.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2015, "value": 102.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2016, "value": 105.84, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2017, "value": 101.13, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2018, "value": 102.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2019, "value": 107.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2020, "value": 99.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2021, "value": 143.21, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2022, "value": 185.7, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "URY", "Country or Area": "Uruguay"}
{"year": 2017, "value": 1888.6, "indicator": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2013, "value": 242.28, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2014, "value": 249.46, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2015, "value": 220.84, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2016, "value": 199.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2017, "value": 145.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2018, "value": 155.59, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2019, "value": 189.28, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2020, "value": 179.67, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2021, "value": 192.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KGZ", "Country or Area": "Kyrgyzstan"}
{"year": 2010, "value": 200.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2011, "value": 229.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2012, "value": 247.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2013, "value": 243.94, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2014, "value": 201.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2015, "value": 212.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2016, "value": 211.05, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2017, "value": 219.74, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2018, "value": 200.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2019, "value": 177.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2020, "value": 169.14, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2021, "value": 162.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2022, "value": 178.44, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MNG", "Country or Area": "Mongolia"}
{"year": 2019, "value": 966.61, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KOR", "Country or Area": "Republic of Korea"}
{"year": 2014, "value": 3.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2017, "value": 3.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2018, "value": 2.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2019, "value": 3.81, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2020, "value": 4.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2021, "value": 4.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BRN", "Country or Area": "Brunei Darussalam"}
{"year": 2012, "value": 1988.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KHM", "Country or Area": "Cambodia"}
{"year": 2019, "value": 2550.72, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KHM", "Country or Area": "Cambodia"}
{"year": 2016, "value": 23234.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2017, "value": 25575.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2018, "value": 24009.04, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2019, "value": 23783.12, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2022, "value": 24827.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IDN", "Country or Area": "Indonesia"}
{"year": 2017, "value": 1098.02, "indicator": "Employement outside the Formal Sector 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": 786.62, "indicator": "Employement outside the Formal Sector 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": 4516.08, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2017, "value": 3771.32, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2018, "value": 4162.55, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2019, "value": 3863.09, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2020, "value": 4035.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MMR", "Country or Area": "Myanmar"}
{"year": 2014, "value": 9322.87, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2015, "value": 9019.93, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2016, "value": 8914.51, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2017, "value": 7120.04, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2018, "value": 6787.73, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "THA", "Country or Area": "Thailand"}
{"year": 2010, "value": 50.59, "indicator": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TLS", "Country or Area": "Timor-Leste"}
{"year": 2021, "value": 76.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TLS", "Country or Area": "Timor-Leste"}
{"year": 2013, "value": 16682.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2014, "value": 15997.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2015, "value": 15099.68, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2016, "value": 14728.61, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2017, "value": 14267.82, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2018, "value": 13633.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2019, "value": 13244.18, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2020, "value": 12460.79, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2021, "value": 13205.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2022, "value": 13176.25, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VNM", "Country or Area": "Viet Nam"}
{"year": 2021, "value": 1060.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AFG", "Country or Area": "Afghanistan"}
{"year": 2010, "value": 12528.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGD", "Country or Area": "Bangladesh"}
{"year": 2013, "value": 10288.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGD", "Country or Area": "Bangladesh"}
{"year": 2017, "value": 12701.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGD", "Country or Area": "Bangladesh"}
{"year": 2010, "value": 82715.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2012, "value": 81041.28, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2018, "value": 52359.46, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2019, "value": 65791.58, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2020, "value": 73512.19, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2021, "value": 81353.46, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IND", "Country or Area": "India"}
{"year": 2016, "value": 17.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDV", "Country or Area": "Maldives"}
{"year": 2019, "value": 26.47, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDV", "Country or Area": "Maldives"}
{"year": 2017, "value": 1289.32, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NPL", "Country or Area": "Nepal"}
{"year": 2010, "value": 8144.55, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2011, "value": 8697.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2013, "value": 8682.58, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2014, "value": 8851.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2015, "value": 9168.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2018, "value": 8954.93, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2019, "value": 10195.99, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2021, "value": 10126.63, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PAK", "Country or Area": "Pakistan"}
{"year": 2010, "value": 1103.11, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2011, "value": 1110.39, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2013, "value": 1088.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2014, "value": 1054.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2015, "value": 1142.3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2016, "value": 1155.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2017, "value": 1197.8, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2018, "value": 1061.94, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2019, "value": 1088.04, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2020, "value": 996.09, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LKA", "Country or Area": "Sri Lanka"}
{"year": 2011, "value": 262.91, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2012, "value": 254.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2013, "value": 253.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2014, "value": 229.8, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2015, "value": 204.39, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2016, "value": 179.44, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2017, "value": 172.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2018, "value": 349.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2019, "value": 354.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2020, "value": 340.4, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2021, "value": 379.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ARM", "Country or Area": "Armenia"}
{"year": 2010, "value": 13.8, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2011, "value": 12.16, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2012, "value": 13.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2013, "value": 13.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2014, "value": 12.88, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2015, "value": 14.84, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2016, "value": 13.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2017, "value": 14.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2018, "value": 14.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2019, "value": 13.99, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2020, "value": 14.68, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2021, "value": 6.74, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CYP", "Country or Area": "Cyprus"}
{"year": 2019, "value": 330.8, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GEO", "Country or Area": "Georgia"}
{"year": 2020, "value": 343.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GEO", "Country or Area": "Georgia"}
{"year": 2021, "value": 222.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRQ", "Country or Area": "Iraq"}
{"year": 2017, "value": 11.47, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2018, "value": 8.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2019, "value": 9.14, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2020, "value": 9.63, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2021, "value": 7.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "JOR", "Country or Area": "Jordan"}
{"year": 2019, "value": 51.85, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LBN", "Country or Area": "Lebanon"}
{"year": 2010, "value": 2906.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2011, "value": 3093, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2012, "value": 3044.14, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2013, "value": 3015.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2014, "value": 2710.25, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2015, "value": 2714.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2016, "value": 2648.21, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2017, "value": 2794.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2018, "value": 2630.09, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2019, "value": 2603.46, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2020, "value": 2163.56, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2021, "value": 2303.19, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2022, "value": 2234.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TUR", "Country or Area": "Türkiye"}
{"year": 2014, "value": 192.43, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "YEM", "Country or Area": "Yemen"}
{"year": 2010, "value": 30.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2011, "value": 26.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2012, "value": 25.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2013, "value": 49.14, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2014, "value": 26.82, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2015, "value": 31.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2016, "value": 49.47, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2017, "value": 19.39, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2018, "value": 23.5, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2019, "value": 23.18, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2020, "value": 16.69, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2021, "value": 19.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BGR", "Country or Area": "Bulgaria"}
{"year": 2010, "value": 210.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2011, "value": 236.81, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2012, "value": 249.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2013, "value": 262.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2014, "value": 253.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2015, "value": 250.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2016, "value": 237.13, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2017, "value": 227.12, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2018, "value": 231.32, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2019, "value": 220.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2020, "value": 231.18, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2021, "value": 213.27, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CZE", "Country or Area": "Czechia"}
{"year": 2010, "value": 137.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2011, "value": 148, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2012, "value": 149.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2013, "value": 126.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2014, "value": 39.93, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2015, "value": 41.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2016, "value": 47.13, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2017, "value": 156.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2018, "value": 86.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2019, "value": 137.26, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2020, "value": 156.08, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HUN", "Country or Area": "Hungary"}
{"year": 2010, "value": 760.87, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2011, "value": 782.72, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2012, "value": 745.28, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2013, "value": 720.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2014, "value": 753.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2015, "value": 659.26, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2016, "value": 664.72, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2017, "value": 693.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2018, "value": 585.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2019, "value": 620.56, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2020, "value": 661.09, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2021, "value": 663.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "POL", "Country or Area": "Poland"}
{"year": 2010, "value": 490.61, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2011, "value": 509.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2012, "value": 539, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2013, "value": 551.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2014, "value": 480.11, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2015, "value": 477.4, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2016, "value": 487.45, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2017, "value": 459.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2018, "value": 416.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2019, "value": 408.69, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2020, "value": 416.2, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2021, "value": 438.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2022, "value": 433.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MDA", "Country or Area": "Republic of Moldova"}
{"year": 2010, "value": 1921.59, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2011, "value": 2087.18, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2012, "value": 2035.67, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2013, "value": 2164.52, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2014, "value": 2117.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2015, "value": 2150.19, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2016, "value": 2182.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2017, "value": 1871.61, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2018, "value": 1993.26, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2019, "value": 1942.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2020, "value": 1900.68, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2021, "value": 1923.99, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "RUS", "Country or Area": "Russian Federation"}
{"year": 2010, "value": 64.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2011, "value": 68.4, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2012, "value": 99.74, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2013, "value": 93.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2014, "value": 86.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2015, "value": 95.22, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2016, "value": 106.88, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2017, "value": 129.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2018, "value": 118.14, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2019, "value": 126.46, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2020, "value": 109.67, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVK", "Country or Area": "Slovakia"}
{"year": 2010, "value": 36.43, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2011, "value": 34.47, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2012, "value": 19.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2013, "value": 23.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2014, "value": 20.82, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2015, "value": 26.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2016, "value": 41.45, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2017, "value": 42.26, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2018, "value": 42.16, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2019, "value": 43.19, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DNK", "Country or Area": "Denmark"}
{"year": 2010, "value": 3.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2011, "value": 6.14, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2012, "value": 5.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2013, "value": 3.81, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2014, "value": 5.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2015, "value": 7.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2016, "value": 6.82, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2017, "value": 5.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2018, "value": 4.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2019, "value": 6.59, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2020, "value": 7.05, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2021, "value": 7.27, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "EST", "Country or Area": "Estonia"}
{"year": 2010, "value": 58.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2011, "value": 63.28, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2012, "value": 59.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2013, "value": 58.67, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2014, "value": 64.51, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2015, "value": 60.49, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2016, "value": 61.56, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2017, "value": 63.47, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2018, "value": 55.72, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2019, "value": 62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2020, "value": 54.3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2021, "value": 48.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FIN", "Country or Area": "Finland"}
{"year": 2010, "value": 0.69, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2011, "value": 1.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2012, "value": 1.45, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2014, "value": 0.55, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2017, "value": 0.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2018, "value": 0.51, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ISL", "Country or Area": "Iceland"}
{"year": 2010, "value": 27.67, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2011, "value": 25.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2012, "value": 15.74, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2013, "value": 18.21, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2014, "value": 28.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2015, "value": 21.94, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2016, "value": 21.16, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2017, "value": 26.26, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2018, "value": 34.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2019, "value": 14.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2020, "value": 4.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2021, "value": 2.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "IRL", "Country or Area": "Ireland"}
{"year": 2010, "value": 10.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2011, "value": 12.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2012, "value": 16.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2013, "value": 12.13, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2014, "value": 14.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2015, "value": 14.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2016, "value": 12.21, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2017, "value": 12.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2018, "value": 12.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2019, "value": 12.44, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2020, "value": 15.87, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2021, "value": 14.48, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LVA", "Country or Area": "Latvia"}
{"year": 2010, "value": 19.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2011, "value": 24.14, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2012, "value": 20.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2013, "value": 25.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2014, "value": 27.73, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2015, "value": 25.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2016, "value": 25.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2017, "value": 20.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2018, "value": 23.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2019, "value": 18.83, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2020, "value": 21.87, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2021, "value": 18.39, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LTU", "Country or Area": "Lithuania"}
{"year": 2010, "value": 24.72, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2011, "value": 23.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2012, "value": 29.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2013, "value": 30.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2014, "value": 28.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2015, "value": 24.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2016, "value": 20.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2017, "value": 24.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2018, "value": 22.99, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2019, "value": 25.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2020, "value": 19.38, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NOR", "Country or Area": "Norway"}
{"year": 2010, "value": 14.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2011, "value": 24.47, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2012, "value": 19.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2013, "value": 10.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2014, "value": 15.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2015, "value": 19.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2016, "value": 19.39, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2017, "value": 22.13, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2018, "value": 27.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2019, "value": 25.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2020, "value": 27.04, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2021, "value": 32.55, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SWE", "Country or Area": "Sweden"}
{"year": 2010, "value": 1002.03, "indicator": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2013, "value": 272.45, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2014, "value": 259.82, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2015, "value": 262.8, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2016, "value": 282.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2017, "value": 271.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2018, "value": 281.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2019, "value": 288.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ALB", "Country or Area": "Albania"}
{"year": 2010, "value": 85.29, "indicator": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2012, "value": 80.99, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2013, "value": 71.61, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2014, "value": 64.97, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2015, "value": 65.74, "indicator": "Employement outside the Formal Sector 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": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2017, "value": 49.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2018, "value": 39.69, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2019, "value": 53.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2020, "value": 49.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2021, "value": 28.83, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2022, "value": 17.3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BIH", "Country or Area": "Bosnia and Herzegovina"}
{"year": 2010, "value": 11.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2011, "value": 17.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2012, "value": 17.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2013, "value": 16.99, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2014, "value": 14.38, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2015, "value": 13.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2016, "value": 10.88, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2017, "value": 9.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2018, "value": 9.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2019, "value": 13.91, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2020, "value": 12.36, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2021, "value": 6.84, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "HRV", "Country or Area": "Croatia"}
{"year": 2010, "value": 134.91, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2011, "value": 136.81, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2012, "value": 133.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2013, "value": 105.4, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2014, "value": 82.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2015, "value": 93.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2016, "value": 106.5, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2017, "value": 112.28, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2018, "value": 115.63, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2019, "value": 101.26, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2020, "value": 101.37, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2021, "value": 85.2, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "GRC", "Country or Area": "Greece"}
{"year": 2010, "value": 112.09, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2011, "value": 230.38, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2012, "value": 216.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2013, "value": 238.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2014, "value": 218.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2015, "value": 249.75, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2016, "value": 272.68, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2017, "value": 247.84, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2018, "value": 233.63, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2019, "value": 282.79, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2020, "value": 243.22, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2021, "value": 270.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ITA", "Country or Area": "Italy"}
{"year": 2010, "value": 2.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2011, "value": 2.13, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2012, "value": 3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2013, "value": 2.72, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2014, "value": 2.68, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2015, "value": 3.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2016, "value": 3.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2017, "value": 4.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2018, "value": 4.4, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2019, "value": 5.09, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2020, "value": 6.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MLT", "Country or Area": "Malta"}
{"year": 2010, "value": 0.92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2011, "value": 1.22, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2012, "value": 1.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2013, "value": 36.03, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2014, "value": 46.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2015, "value": 30.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2016, "value": 26.53, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2017, "value": 29.97, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2018, "value": 23.81, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2019, "value": 16.97, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2020, "value": 9.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2021, "value": 9.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2022, "value": 8.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MKD", "Country or Area": "North Macedonia"}
{"year": 2010, "value": 70.82, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2011, "value": 103.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2012, "value": 94.91, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2013, "value": 88.58, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2014, "value": 99.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2015, "value": 96.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2016, "value": 106.73, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2017, "value": 99.04, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2018, "value": 93.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2019, "value": 86.28, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2020, "value": 70.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2021, "value": 92, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "PRT", "Country or Area": "Portugal"}
{"year": 2010, "value": 140.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2011, "value": 105.5, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2012, "value": 90.05, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2013, "value": 132.22, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2014, "value": 153, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2015, "value": 116.15, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2016, "value": 126.2, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2017, "value": 121.12, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2018, "value": 101.17, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2019, "value": 103.73, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2020, "value": 104.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2021, "value": 229.44, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SRB", "Country or Area": "Serbia"}
{"year": 2010, "value": 7.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2011, "value": 9.47, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2012, "value": 9.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2013, "value": 10.08, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2014, "value": 13.29, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2015, "value": 12.77, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2016, "value": 14.2, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2017, "value": 14.43, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2018, "value": 12.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2019, "value": 15.11, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2020, "value": 14.38, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2021, "value": 20.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "SVN", "Country or Area": "Slovenia"}
{"year": 2010, "value": 110.28, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2011, "value": 182.72, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2012, "value": 164.67, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2013, "value": 235.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2014, "value": 263.94, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2015, "value": 245.06, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2016, "value": 218.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2017, "value": 256.55, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2018, "value": 251.91, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2019, "value": 248.27, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2020, "value": 196.9, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2021, "value": 236.93, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "ESP", "Country or Area": "Spain"}
{"year": 2010, "value": 25.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2011, "value": 33.16, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2012, "value": 25.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2013, "value": 29.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2014, "value": 29.3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2015, "value": 24.3, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2016, "value": 36.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2017, "value": 31.19, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2018, "value": 34.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2019, "value": 46.27, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2020, "value": 35.71, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2021, "value": 29.55, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUT", "Country or Area": "Austria"}
{"year": 2010, "value": 33.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2011, "value": 54.45, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2012, "value": 63.57, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2013, "value": 56.9, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2014, "value": 66.97, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2015, "value": 34.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2016, "value": 38.56, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2017, "value": 48.63, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2018, "value": 58.4, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2019, "value": 58.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2020, "value": 44.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2021, "value": 38.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "BEL", "Country or Area": "Belgium"}
{"year": 2010, "value": 144.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2011, "value": 204.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2012, "value": 176.26, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2013, "value": 157.68, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2014, "value": 186.01, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2015, "value": 150.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2016, "value": 243.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2017, "value": 220.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2018, "value": 187.41, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2019, "value": 196.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2020, "value": 271.6, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2021, "value": 270.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FRA", "Country or Area": "France"}
{"year": 2020, "value": 159.38, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DEU", "Country or Area": "Germany"}
{"year": 2021, "value": 177.21, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "DEU", "Country or Area": "Germany"}
{"year": 2010, "value": 0.25, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2011, "value": 0.93, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2012, "value": 0.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2013, "value": 1.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2014, "value": 1.74, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2015, "value": 1.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2016, "value": 2.47, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2017, "value": 1.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2018, "value": 1.44, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2019, "value": 1.29, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2020, "value": 1.1, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2021, "value": 1.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "LUX", "Country or Area": "Luxembourg"}
{"year": 2010, "value": 235.04, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2011, "value": 253.97, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2012, "value": 238.95, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2013, "value": 247.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2014, "value": 245.98, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2015, "value": 264.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2016, "value": 291.43, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2017, "value": 296.78, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2018, "value": 313.29, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2019, "value": 319.35, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2020, "value": 332.86, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2021, "value": 244.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NLD", "Country or Area": "Netherlands"}
{"year": 2010, "value": 8.02, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2011, "value": 19.94, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2012, "value": 27.59, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2013, "value": 22.11, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2014, "value": 34.83, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2015, "value": 40.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2016, "value": 40.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2017, "value": 38.97, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2018, "value": 37.45, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2019, "value": 35.87, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2020, "value": 31.88, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2021, "value": 30.76, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "CHE", "Country or Area": "Switzerland"}
{"year": 2010, "value": 336.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2011, "value": 413.49, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2012, "value": 377.62, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2013, "value": 385.55, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2014, "value": 368.34, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2015, "value": 372.67, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2016, "value": 414.5, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2017, "value": 409.07, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2018, "value": 403.31, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2019, "value": 419.64, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2020, "value": 419.73, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2021, "value": 436.8, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "AUS", "Country or Area": "Australia"}
{"year": 2016, "value": 30.72, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "FJI", "Country or Area": "Fiji"}
{"year": 2019, "value": 26.51, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "VUT", "Country or Area": "Vanuatu"}
{"year": 2019, "value": 2.66, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KIR", "Country or Area": "Kiribati"}
{"year": 2020, "value": 5.19, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "KIR", "Country or Area": "Kiribati"}
{"year": 2019, "value": 0.85, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MHL", "Country or Area": "Marshall Islands"}
{"year": 2021, "value": 1.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "MHL", "Country or Area": "Marshall Islands"}
{"year": 2021, "value": 0.08, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "NRU", "Country or Area": "Nauru"}
{"year": 2019, "value": 0.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "COK", "Country or Area": "Cook Islands"}
{"year": 2012, "value": 4.54, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "WSM", "Country or Area": "Samoa"}
{"year": 2017, "value": 7.96, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "WSM", "Country or Area": "Samoa"}
{"year": 2018, "value": 6.88, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TON", "Country or Area": "Tonga"}
{"year": 2021, "value": 8.24, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "TON", "Country or Area": "Tonga"}
{"year": 2019, "value": 0.2, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "WLF", "Country or Area": "Wallis and Futuna Islands"}
{"year": 2018, "value": 128473.42, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_AP", "Country or Area": "Asia & Pacific"}
{"year": 2019, "value": 142915.89, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_AP", "Country or Area": "Asia & Pacific"}
{"year": 2010, "value": 28207.75, "indicator": "Employement outside the Formal Sector 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": 28117.73, "indicator": "Employement outside the Formal Sector 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": 30161.67, "indicator": "Employement outside the Formal Sector 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": 28364.31, "indicator": "Employement outside the Formal Sector 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": 28924.88, "indicator": "Employement outside the Formal Sector 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": 28582.45, "indicator": "Employement outside the Formal Sector 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": 27120.46, "indicator": "Employement outside the Formal Sector 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": 30400.79, "indicator": "Employement outside the Formal Sector 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": 29656.39, "indicator": "Employement outside the Formal Sector 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": 30517.37, "indicator": "Employement outside the Formal Sector 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": 28470.74, "indicator": "Employement outside the Formal Sector 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": 31056.15, "indicator": "Employement outside the Formal Sector 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": 31369.33, "indicator": "Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed", "Alpha-3 code": "UNDP_LAC", "Country or Area": "Latin America and the Caribbean"}