{"columns":[{"name":"year","type":"int64"},{"name":"value","type":"double"},{"name":"indicator","type":"string"},{"name":"Alpha-3 code","type":"string"},{"name":"Country or Area","type":"string"}],"n_rows":893,"rows_kept":893,"cut":false,"text_format":"parquet-jsonl-2026-10-02","bounds":{"document_bytes":16777216,"package_text_limit_bytes":33554432,"package_text_slack_bytes":1024,"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096,"vector_min":64,"vector_head_fixed":16,"vector_head_variable":64,"kv_value_chars":1048576,"nesting_max":64,"binary_text":true},"cells_cut":0,"cells_bad_utf8":0,"cells_raw":0,"cells_binary":0,"cells_binary_text":0,"cells_vector":0,"n_row_groups":1,"reader":"pyarrow 23.0.1, python 3.13","created_by":"DuckDB version v1.2.2 (build 7c039464e4)","schema":{"fields":[{"name":"year","type":"int64","nullable":true,"metadata":null,"children":null},{"name":"value","type":"double","nullable":true,"metadata":null,"children":null},{"name":"indicator","type":"string","nullable":true,"metadata":null,"children":null},{"name":"Alpha-3 code","type":"string","nullable":true,"metadata":null,"children":null},{"name":"Country or Area","type":"string","nullable":true,"metadata":null,"children":null}],"parquet":"required group field_id=-1 duckdb_schema {\n  optional int64 field_id=-1 year (Int(bitWidth=64, isSigned=true));\n  optional double field_id=-1 value;\n  optional binary field_id=-1 indicator (String);\n  optional binary field_id=-1 Alpha-3 code (String);\n  optional binary field_id=-1 Country or Area (String);\n}\n"},"kv_metadata":[]}
[2010,2173.32,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2011,2112.13,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2012,1963.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2013,2283.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2015,2394.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2016,1775.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2017,1951.84,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2018,1599.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2019,1289.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2020,1164.19,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EGY","Egypt"]
[2011,1124.05,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SDN","Sudan"]
[2014,88.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUN","Tunisia"]
[2014,1891.49,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BDI","Burundi"]
[2014,43.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COM","Comoros"]
[2021,69.0,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COM","Comoros"]
[2017,9.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DJI","Djibouti"]
[2021,12626.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ETH","Ethiopia"]
[2019,6317.16,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KEN","Kenya"]
[2012,4547.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDG","Madagascar"]
[2015,4804.32,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDG","Madagascar"]
[2022,4088.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDG","Madagascar"]
[2013,1770.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MWI","Malawi"]
[2012,25.25,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MUS","Mauritius"]
[2013,25.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MUS","Mauritius"]
[2014,28.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MUS","Mauritius"]
[2015,30.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MUS","Mauritius"]
[2016,27.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MUS","Mauritius"]
[2017,27.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MUS","Mauritius"]
[2018,26.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MUS","Mauritius"]
[2019,26.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MUS","Mauritius"]
[2021,18.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MUS","Mauritius"]
[2015,4741.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MOZ","Mozambique"]
[2017,275.49,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RWA","Rwanda"]
[2018,750.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RWA","Rwanda"]
[2019,718.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RWA","Rwanda"]
[2020,865.93,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RWA","Rwanda"]
[2021,685.37,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RWA","Rwanda"]
[2022,753.51,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RWA","Rwanda"]
[2019,0.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SYC","Seychelles"]
[2020,0.22,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SYC","Seychelles"]
[2019,177.44,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SOM","Somalia"]
[2012,4028.93,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UGA","Uganda"]
[2017,5672.58,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UGA","Uganda"]
[2021,7642.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UGA","Uganda"]
[2014,9074.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TZA","United Republic of Tanzania"]
[2020,10898.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TZA","United Republic of Tanzania"]
[2017,1175.3,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZMB","Zambia"]
[2018,2038.59,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZMB","Zambia"]
[2019,2047.81,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZMB","Zambia"]
[2020,2161.8,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZMB","Zambia"]
[2021,2089.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZMB","Zambia"]
[2011,2214.97,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZWE","Zimbabwe"]
[2014,2565.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZWE","Zimbabwe"]
[2019,1899.38,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZWE","Zimbabwe"]
[2021,1812.49,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZWE","Zimbabwe"]
[2011,2829.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AGO","Angola"]
[2019,4208.19,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AGO","Angola"]
[2021,4831.19,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AGO","Angola"]
[2014,3372.2,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CMR","Cameroon"]
[2018,1858.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TCD","Chad"]
[2012,12261.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COD","Democratic Republic of the Congo"]
[2020,13299.9,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COD","Democratic Republic of the Congo"]
[2019,90.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BWA","Botswana"]
[2020,115.04,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BWA","Botswana"]
[2021,84.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BWA","Botswana"]
[2022,93.56,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BWA","Botswana"]
[2016,52.11,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWZ","Eswatini"]
[2021,37.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWZ","Eswatini"]
[2019,81.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LSO","Lesotho"]
[2012,112.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NAM","Namibia"]
[2013,138.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NAM","Namibia"]
[2014,131.18,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NAM","Namibia"]
[2016,92.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NAM","Namibia"]
[2018,138.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NAM","Namibia"]
[2010,1169.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2011,1752.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2012,1605.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2013,1530.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2014,1378.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2015,1462.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2016,1513.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2017,1732.84,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2018,1607.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2019,1727.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2020,2025.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2021,1983.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2022,1856.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ZAF","South Africa"]
[2011,1445.37,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEN","Benin"]
[2018,1510.52,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEN","Benin"]
[2018,1654.84,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BFA","Burkina Faso"]
[2015,25.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CPV","Cabo Verde"]
[2012,1744.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CIV","Côte d’Ivoire"]
[2013,3452.32,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CIV","Côte d’Ivoire"]
[2016,3338.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CIV","Côte d’Ivoire"]
[2017,2467.99,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CIV","Côte d’Ivoire"]
[2019,3174.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CIV","Côte d’Ivoire"]
[2012,169.84,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GMB","Gambia"]
[2018,297.51,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GMB","Gambia"]
[2013,5198.65,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GHA","Ghana"]
[2015,3112.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GHA","Ghana"]
[2018,198.13,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GNB","Guinea-Bissau"]
[2010,460.7,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LBR","Liberia"]
[2017,273.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LBR","Liberia"]
[2013,2042.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLI","Mali"]
[2014,2424.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLI","Mali"]
[2015,2481.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLI","Mali"]
[2016,2113.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLI","Mali"]
[2017,2418.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLI","Mali"]
[2018,2256.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLI","Mali"]
[2020,2370.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLI","Mali"]
[2012,170.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MRT","Mauritania"]
[2017,201.85,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MRT","Mauritania"]
[2019,244.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MRT","Mauritania"]
[2011,2578.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NER","Niger"]
[2012,768.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NER","Niger"]
[2017,530.58,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NER","Niger"]
[2011,1224.12,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SEN","Senegal"]
[2015,998.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SEN","Senegal"]
[2016,1139.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SEN","Senegal"]
[2017,1243.32,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SEN","Senegal"]
[2018,1320.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SEN","Senegal"]
[2019,1257.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SEN","Senegal"]
[2018,1258.63,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLE","Sierra Leone"]
[2017,977.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TGO","Togo"]
[2016,3.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRB","Barbados"]
[2010,333.58,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2011,364.65,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2012,378.73,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2013,370.45,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2014,370.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2015,456.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2016,465.58,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2017,485.51,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2018,505.68,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2019,515.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2020,504.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2021,543.11,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DOM","Dominican Republic"]
[2012,1342.4,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HTI","Haiti"]
[2016,149.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JAM","Jamaica"]
[2017,156.49,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JAM","Jamaica"]
[2018,159.63,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JAM","Jamaica"]
[2019,160.12,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JAM","Jamaica"]
[2020,160.81,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JAM","Jamaica"]
[2021,170.81,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JAM","Jamaica"]
[2017,4.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LCA","Saint Lucia"]
[2018,4.55,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LCA","Saint Lucia"]
[2019,5.5,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LCA","Saint Lucia"]
[2020,4.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LCA","Saint Lucia"]
[2021,4.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LCA","Saint Lucia"]
[2022,5.52,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LCA","Saint Lucia"]
[2010,103.08,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2011,123.37,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2012,143.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2013,159.79,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2014,162.63,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2015,168.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2016,139.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2017,149.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2018,175.94,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2019,192.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2020,165.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2021,181.68,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2022,182.25,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CRI","Costa Rica"]
[2014,498.11,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLV","El Salvador"]
[2015,499.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLV","El Salvador"]
[2016,528.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLV","El Salvador"]
[2017,532.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLV","El Salvador"]
[2018,511.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLV","El Salvador"]
[2019,549.0,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLV","El Salvador"]
[2020,510.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLV","El Salvador"]
[2021,507.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLV","El Salvador"]
[2022,497.5,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SLV","El Salvador"]
[2010,1046.01,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2011,802.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2012,1290.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2013,1003.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2014,1003.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2015,984.51,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2016,1038.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2017,1091.16,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2018,1122.25,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2019,1028.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2021,1433.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2022,1185.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GTM","Guatemala"]
[2010,639.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HND","Honduras"]
[2011,570.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HND","Honduras"]
[2012,608.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HND","Honduras"]
[2013,706.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HND","Honduras"]
[2014,684.22,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HND","Honduras"]
[2015,742.56,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HND","Honduras"]
[2016,723.3,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HND","Honduras"]
[2017,794.69,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HND","Honduras"]
[2010,4847.55,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2011,5039.5,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2012,5333.7,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2013,5294.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2014,5031.25,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2015,5048.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2016,5074.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2017,4999.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2018,5250.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2019,5659.4,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2020,4814.44,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2021,5769.39,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2022,6067.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MEX","Mexico"]
[2012,796.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NIC","Nicaragua"]
[2010,147.39,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2011,137.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2012,163.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2013,177.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2014,178.22,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2015,194.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2016,210.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2017,215.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2018,248.58,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2019,271.73,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2020,246.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2021,239.69,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAN","Panama"]
[2010,818.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2011,803.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2012,821.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2013,850.21,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2014,877.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2017,1025.23,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2018,1120.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2019,1196.01,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2020,1145.93,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2021,1295.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARG","Argentina"]
[2011,1331.69,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BOL","Bolivia (Plurinational State of)"]
[2012,1213.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BOL","Bolivia (Plurinational State of)"]
[2013,1287.18,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BOL","Bolivia (Plurinational State of)"]
[2014,1405.97,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BOL","Bolivia (Plurinational State of)"]
[2015,1248.49,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BOL","Bolivia (Plurinational State of)"]
[2016,1218.3,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BOL","Bolivia (Plurinational State of)"]
[2017,1356.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BOL","Bolivia (Plurinational State of)"]
[2018,1558.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BOL","Bolivia (Plurinational State of)"]
[2019,1604.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BOL","Bolivia (Plurinational State of)"]
[2011,8775.73,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2012,8574.32,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2013,8606.61,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2014,9459.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2015,8870.08,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2016,7011.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2017,7439.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2018,7726.91,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2019,7926.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2020,6886.12,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2021,7553.43,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2022,7651.59,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRA","Brazil"]
[2018,525.52,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHL","Chile"]
[2019,547.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHL","Chile"]
[2020,429.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHL","Chile"]
[2021,526.97,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHL","Chile"]
[2022,565.3,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHL","Chile"]
[2010,3428.58,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2011,3596.61,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2012,3765.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2013,3650.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2014,3625.9,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2015,3689.21,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2016,3693.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2017,3742.29,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2018,3743.01,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2019,3647.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2021,3493.61,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2022,3183.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COL","Colombia"]
[2010,945.12,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2011,995.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2012,1006.51,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2013,1048.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2014,1003.72,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2015,1149.85,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2016,1358.29,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2017,1453.05,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2018,1446.83,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2019,1512.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2021,1617.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2022,1681.83,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ECU","Ecuador"]
[2018,23.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GUY","Guyana"]
[2019,22.94,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GUY","Guyana"]
[2010,449.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2011,500.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2012,96.26,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2013,104.08,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2014,103.01,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2015,117.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2016,115.69,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2017,521.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2018,519.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2019,510.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2021,557.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2022,527.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRY","Paraguay"]
[2010,4355.16,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2011,4287.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2012,3838.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2013,3869.68,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2014,3820.38,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2015,3769.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2016,3806.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2017,3915.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2018,4045.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2019,4121.65,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2020,3851.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2021,4220.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2022,4280.56,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PER","Peru"]
[2016,10.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SUR","Suriname"]
[2010,175.81,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2011,181.56,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2012,166.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2013,166.61,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2014,99.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2015,102.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2016,105.84,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2017,101.13,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2018,102.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2019,107.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2020,99.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2021,143.21,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2022,185.7,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","URY","Uruguay"]
[2017,1888.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VEN","Venezuela (Bolivarian Republic of)"]
[2012,194.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2013,242.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2014,249.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2015,220.84,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2016,199.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2017,145.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2018,155.59,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2019,189.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2020,179.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2021,192.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KGZ","Kyrgyzstan"]
[2010,200.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2011,229.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2012,247.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2013,243.94,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2014,201.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2015,212.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2016,211.05,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2017,219.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2018,200.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2019,177.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2020,169.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2021,162.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2022,178.44,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MNG","Mongolia"]
[2019,966.61,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KOR","Republic of Korea"]
[2014,3.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRN","Brunei Darussalam"]
[2017,3.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRN","Brunei Darussalam"]
[2018,2.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRN","Brunei Darussalam"]
[2019,3.81,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRN","Brunei Darussalam"]
[2020,4.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRN","Brunei Darussalam"]
[2021,4.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BRN","Brunei Darussalam"]
[2012,1988.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KHM","Cambodia"]
[2019,2550.72,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KHM","Cambodia"]
[2016,23234.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IDN","Indonesia"]
[2017,25575.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IDN","Indonesia"]
[2018,24009.04,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IDN","Indonesia"]
[2019,23783.12,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IDN","Indonesia"]
[2022,24827.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IDN","Indonesia"]
[2017,1098.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LAO","Lao People's Democratic Republic"]
[2022,786.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LAO","Lao People's Democratic Republic"]
[2015,4516.08,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MMR","Myanmar"]
[2017,3771.32,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MMR","Myanmar"]
[2018,4162.55,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MMR","Myanmar"]
[2019,3863.09,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MMR","Myanmar"]
[2020,4035.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MMR","Myanmar"]
[2014,9322.87,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","THA","Thailand"]
[2015,9019.93,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","THA","Thailand"]
[2016,8914.51,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","THA","Thailand"]
[2017,7120.04,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","THA","Thailand"]
[2018,6787.73,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","THA","Thailand"]
[2010,50.59,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TLS","Timor-Leste"]
[2013,81.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TLS","Timor-Leste"]
[2021,76.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TLS","Timor-Leste"]
[2013,16682.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2014,15997.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2015,15099.68,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2016,14728.61,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2017,14267.82,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2018,13633.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2019,13244.18,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2020,12460.79,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2021,13205.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2022,13176.25,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VNM","Viet Nam"]
[2021,1060.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AFG","Afghanistan"]
[2010,12528.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGD","Bangladesh"]
[2013,10288.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGD","Bangladesh"]
[2017,12701.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGD","Bangladesh"]
[2010,82715.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IND","India"]
[2012,81041.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IND","India"]
[2018,52359.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IND","India"]
[2019,65791.58,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IND","India"]
[2020,73512.19,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IND","India"]
[2021,81353.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IND","India"]
[2016,17.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDV","Maldives"]
[2019,26.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDV","Maldives"]
[2017,1289.32,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NPL","Nepal"]
[2010,8144.55,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAK","Pakistan"]
[2011,8697.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAK","Pakistan"]
[2013,8682.58,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAK","Pakistan"]
[2014,8851.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAK","Pakistan"]
[2015,9168.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAK","Pakistan"]
[2018,8954.93,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAK","Pakistan"]
[2019,10195.99,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAK","Pakistan"]
[2021,10126.63,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PAK","Pakistan"]
[2010,1103.11,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2011,1110.39,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2013,1088.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2014,1054.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2015,1142.3,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2016,1155.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2017,1197.8,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2018,1061.94,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2019,1088.04,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2020,996.09,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LKA","Sri Lanka"]
[2011,262.91,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2012,254.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2013,253.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2014,229.8,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2015,204.39,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2016,179.44,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2017,172.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2018,349.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2019,354.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2020,340.4,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2021,379.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ARM","Armenia"]
[2010,13.8,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2011,12.16,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2012,13.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2013,13.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2014,12.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2015,14.84,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2016,13.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2017,14.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2018,14.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2019,13.99,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2020,14.68,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2021,6.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CYP","Cyprus"]
[2019,330.8,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GEO","Georgia"]
[2020,343.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GEO","Georgia"]
[2021,222.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRQ","Iraq"]
[2017,11.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JOR","Jordan"]
[2018,8.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JOR","Jordan"]
[2019,9.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JOR","Jordan"]
[2020,9.63,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JOR","Jordan"]
[2021,7.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","JOR","Jordan"]
[2019,51.85,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LBN","Lebanon"]
[2010,2906.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2011,3093.0,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2012,3044.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2013,3015.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2014,2710.25,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2015,2714.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2016,2648.21,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2017,2794.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2018,2630.09,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2019,2603.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2020,2163.56,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2021,2303.19,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2022,2234.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TUR","Türkiye"]
[2014,192.43,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","YEM","Yemen"]
[2010,30.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2011,26.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2012,25.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2013,49.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2014,26.82,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2015,31.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2016,49.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2017,19.39,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2018,23.5,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2019,23.18,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2020,16.69,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2021,19.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BGR","Bulgaria"]
[2010,210.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2011,236.81,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2012,249.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2013,262.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2014,253.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2015,250.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2016,237.13,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2017,227.12,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2018,231.32,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2019,220.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2020,231.18,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2021,213.27,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CZE","Czechia"]
[2010,137.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2011,148.0,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2012,149.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2013,126.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2014,39.93,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2015,41.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2016,47.13,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2017,156.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2018,86.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2019,137.26,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2020,156.08,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HUN","Hungary"]
[2010,760.87,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2011,782.72,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2012,745.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2013,720.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2014,753.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2015,659.26,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2016,664.72,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2017,693.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2018,585.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2019,620.56,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2020,661.09,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2021,663.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","POL","Poland"]
[2010,490.61,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2011,509.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2012,539.0,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2013,551.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2014,480.11,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2015,477.4,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2016,487.45,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2017,459.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2018,416.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2019,408.69,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2020,416.2,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2021,438.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2022,433.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MDA","Republic of Moldova"]
[2010,1921.59,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2011,2087.18,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2012,2035.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2013,2164.52,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2014,2117.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2015,2150.19,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2016,2182.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2017,1871.61,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2018,1993.26,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2019,1942.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2020,1900.68,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2021,1923.99,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","RUS","Russian Federation"]
[2010,64.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2011,68.4,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2012,99.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2013,93.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2014,86.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2015,95.22,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2016,106.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2017,129.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2018,118.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2019,126.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2020,109.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVK","Slovakia"]
[2010,36.43,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2011,34.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2012,19.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2013,23.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2014,20.82,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2015,26.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2016,41.45,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2017,42.26,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2018,42.16,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2019,43.19,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DNK","Denmark"]
[2010,3.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2011,6.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2012,5.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2013,3.81,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2014,5.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2015,7.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2016,6.82,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2017,5.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2018,4.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2019,6.59,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2020,7.05,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2021,7.27,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","EST","Estonia"]
[2010,58.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2011,63.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2012,59.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2013,58.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2014,64.51,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2015,60.49,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2016,61.56,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2017,63.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2018,55.72,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2019,62.0,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2020,54.3,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2021,48.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FIN","Finland"]
[2010,0.69,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ISL","Iceland"]
[2011,1.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ISL","Iceland"]
[2012,1.45,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ISL","Iceland"]
[2014,0.55,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ISL","Iceland"]
[2017,0.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ISL","Iceland"]
[2018,0.51,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ISL","Iceland"]
[2010,27.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2011,25.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2012,15.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2013,18.21,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2014,28.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2015,21.94,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2016,21.16,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2017,26.26,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2018,34.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2019,14.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2020,4.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2021,2.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","IRL","Ireland"]
[2010,10.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2011,12.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2012,16.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2013,12.13,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2014,14.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2015,14.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2016,12.21,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2017,12.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2018,12.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2019,12.44,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2020,15.87,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2021,14.48,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LVA","Latvia"]
[2010,19.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2011,24.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2012,20.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2013,25.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2014,27.73,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2015,25.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2016,25.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2017,20.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2018,23.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2019,18.83,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2020,21.87,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2021,18.39,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LTU","Lithuania"]
[2010,24.72,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2011,23.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2012,29.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2013,30.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2014,28.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2015,24.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2016,20.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2017,24.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2018,22.99,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2019,25.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2020,19.38,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NOR","Norway"]
[2010,14.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2011,24.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2012,19.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2013,10.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2014,15.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2015,19.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2016,19.39,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2017,22.13,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2018,27.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2019,25.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2020,27.04,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2021,32.55,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SWE","Sweden"]
[2010,1002.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GBR","United Kingdom of Great Britain and Northern Ireland"]
[2011,1187.2,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GBR","United Kingdom of Great Britain and Northern Ireland"]
[2012,1111.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GBR","United Kingdom of Great Britain and Northern Ireland"]
[2013,1125.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GBR","United Kingdom of Great Britain and Northern Ireland"]
[2014,1149.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GBR","United Kingdom of Great Britain and Northern Ireland"]
[2015,1188.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GBR","United Kingdom of Great Britain and Northern Ireland"]
[2016,1297.09,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GBR","United Kingdom of Great Britain and Northern Ireland"]
[2017,1585.04,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GBR","United Kingdom of Great Britain and Northern Ireland"]
[2018,1647.39,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GBR","United Kingdom of Great Britain and Northern Ireland"]
[2012,332.49,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ALB","Albania"]
[2013,272.45,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ALB","Albania"]
[2014,259.82,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ALB","Albania"]
[2015,262.8,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ALB","Albania"]
[2016,282.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ALB","Albania"]
[2017,271.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ALB","Albania"]
[2018,281.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ALB","Albania"]
[2019,288.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ALB","Albania"]
[2010,85.29,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2011,75.14,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2012,80.99,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2013,71.61,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2014,64.97,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2015,65.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2016,64.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2017,49.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2018,39.69,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2019,53.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2020,49.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2021,28.83,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2022,17.3,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BIH","Bosnia and Herzegovina"]
[2010,11.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2011,17.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2012,17.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2013,16.99,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2014,14.38,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2015,13.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2016,10.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2017,9.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2018,9.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2019,13.91,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2020,12.36,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2021,6.84,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","HRV","Croatia"]
[2010,134.91,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2011,136.81,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2012,133.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2013,105.4,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2014,82.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2015,93.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2016,106.5,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2017,112.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2018,115.63,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2019,101.26,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2020,101.37,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2021,85.2,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","GRC","Greece"]
[2010,112.09,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2011,230.38,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2012,216.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2013,238.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2014,218.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2015,249.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2016,272.68,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2017,247.84,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2018,233.63,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2019,282.79,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2020,243.22,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2021,270.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ITA","Italy"]
[2010,2.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2011,2.13,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2012,3.0,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2013,2.72,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2014,2.68,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2015,3.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2016,3.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2017,4.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2018,4.4,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2019,5.09,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2020,6.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MLT","Malta"]
[2010,0.92,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2011,1.22,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2012,1.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2013,36.03,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2014,46.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2015,30.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2016,26.53,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2017,29.97,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2018,23.81,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2019,16.97,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2020,9.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2021,9.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2022,8.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MKD","North Macedonia"]
[2010,70.82,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2011,103.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2012,94.91,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2013,88.58,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2014,99.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2015,96.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2016,106.73,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2017,99.04,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2018,93.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2019,86.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2020,70.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2021,92.0,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","PRT","Portugal"]
[2010,140.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2011,105.5,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2012,90.05,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2013,132.22,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2014,153.0,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2015,116.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2016,126.2,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2017,121.12,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2018,101.17,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2019,103.73,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2020,104.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2021,229.44,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SRB","Serbia"]
[2010,7.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2011,9.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2012,9.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2013,10.08,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2014,13.29,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2015,12.77,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2016,14.2,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2017,14.43,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2018,12.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2019,15.11,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2020,14.38,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2021,20.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","SVN","Slovenia"]
[2010,110.28,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2011,182.72,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2012,164.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2013,235.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2014,263.94,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2015,245.06,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2016,218.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2017,256.55,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2018,251.91,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2019,248.27,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2020,196.9,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2021,236.93,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","ESP","Spain"]
[2010,25.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2011,33.16,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2012,25.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2013,29.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2014,29.3,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2015,24.3,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2016,36.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2017,31.19,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2018,34.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2019,46.27,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2020,35.71,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2021,29.55,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUT","Austria"]
[2010,33.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2011,54.45,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2012,63.57,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2013,56.9,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2014,66.97,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2015,34.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2016,38.56,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2017,48.63,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2018,58.4,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2019,58.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2020,44.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2021,38.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","BEL","Belgium"]
[2010,144.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2011,204.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2012,176.26,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2013,157.68,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2014,186.01,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2015,150.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2016,243.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2017,220.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2018,187.41,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2019,196.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2020,271.6,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2021,270.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FRA","France"]
[2020,159.38,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DEU","Germany"]
[2021,177.21,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","DEU","Germany"]
[2010,0.25,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2011,0.93,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2012,0.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2013,1.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2014,1.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2015,1.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2016,2.47,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2017,1.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2018,1.44,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2019,1.29,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2020,1.1,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2021,1.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","LUX","Luxembourg"]
[2010,235.04,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2011,253.97,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2012,238.95,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2013,247.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2014,245.98,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2015,264.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2016,291.43,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2017,296.78,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2018,313.29,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2019,319.35,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2020,332.86,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2021,244.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NLD","Netherlands"]
[2010,8.02,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2011,19.94,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2012,27.59,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2013,22.11,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2014,34.83,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2015,40.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2016,40.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2017,38.97,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2018,37.45,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2019,35.87,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2020,31.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2021,30.76,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","CHE","Switzerland"]
[2010,336.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2011,413.49,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2012,377.62,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2013,385.55,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2014,368.34,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2015,372.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2016,414.5,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2017,409.07,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2018,403.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2019,419.64,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2020,419.73,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2021,436.8,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","AUS","Australia"]
[2016,30.72,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","FJI","Fiji"]
[2019,26.51,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","VUT","Vanuatu"]
[2019,2.66,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KIR","Kiribati"]
[2020,5.19,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","KIR","Kiribati"]
[2019,0.85,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MHL","Marshall Islands"]
[2021,1.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","MHL","Marshall Islands"]
[2021,0.08,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","NRU","Nauru"]
[2019,0.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","COK","Cook Islands"]
[2012,4.54,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","WSM","Samoa"]
[2017,7.96,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","WSM","Samoa"]
[2018,6.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TON","Tonga"]
[2021,8.24,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","TON","Tonga"]
[2019,0.2,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","WLF","Wallis and Futuna Islands"]
[2018,128473.42,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_AP","Asia & Pacific"]
[2019,142915.89,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_AP","Asia & Pacific"]
[2010,28207.75,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2011,28117.73,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2012,30161.67,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2013,28364.31,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2014,28924.88,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2015,28582.45,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2016,27120.46,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2017,30400.79,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2018,29656.39,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2019,30517.37,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2020,28470.74,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2021,31056.15,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]
[2022,31369.33,"Employement outside the Formal Sector by sex and status in employment (thousands), Female, Self-employed","UNDP_LAC","Latin America and the Caribbean"]