electricsheepasia/asia-ilo-emp-pifl-sex-geo-dsb-nb-employment-outside-the-formal-sector-by-sex-rural

该数据集包含1,864个观测值，覆盖14个亚洲国家（如蒙古、塞浦路斯、斯里兰卡等），时间跨度为2006年至2024年，专注于非正规经济就业数据。核心指标为EMP_PIFL_SEX_GEO_DSB_NB，用于衡量按性别、城乡地区和残疾状况分类的非正规经济就业人数（以千计）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API提取并过滤为亚洲国家，采用CC-BY-4.0许可。数据集包括多个维度列，如国家代码、性别分类、地理类型、残疾状态、观测年份和数值等，适用于表格分类、回归和时间序列预测任务。数据经过ILO的标准化处理，确保与国际劳工统计定义一致，并包含数据质量说明（如年度频率和最佳来源选择）。This dataset contains 1,864 observations of informal economy employment data across 14 Asia countries, spanning 2006 to 2024, with one distinct indicator: EMP_PIFL_SEX_GEO_DSB_NB — Employment outside the formal sector by sex, rural/urban areas and disability status (thousands). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, pulled via REST API and filtered to Asia ISO3 country codes, under CC-BY-4.0 license. It includes columns for country codes, sex disaggregation, geographic coverage, disability status, observation years, and values, and is designed for tabular classification, regression, and time-series forecasting tasks. The data is harmonized using ICLS definitions and includes quality caveats such as annual frequency and best-source selection.