electricsheepafrica/africa-ilo-emp-nifl-sex-eco-dsb-rt-informal-employment-rate-by-sex-economic-activity

该数据集是关于非洲非正规就业率的表格数据集，由国际劳工组织（ILO）的ILOSTAT数据库提供，并由Electric Sheep Africa重新打包发布。数据集包含8411个观察值，覆盖31个非洲国家，时间跨度为2007年至2025年，专注于1个核心指标：按性别、经济活动和残疾状况划分的非正规就业率（%）（指标代码：EMP_NIFL_SEX_ECO_DSB_RT）。数据通过ILOSTAT REST API提取，并过滤到非洲国家，使用国际劳工统计学家会议（ICLS）定义进行标准化。数据集以表格形式组织，包含多个列，如国家代码（ref_area）、国家名称（ref_area.label）、数据来源（source.label）、指标代码和名称、性别分类（sex）、经济活动分类（classif1）、残疾状况分类（classif2）、观察年份（time）、观察值（obs_value）和观察状态（obs_status）等。数据可用于表格分类、回归和时间序列预测等任务，支持按国家、年份和指标进行筛选和分析。数据集采用cc-by-4.0许可证发布，原始数据归国际劳工组织所有，使用时需同时引用原始来源和重新打包方。This dataset is a tabular dataset on informal employment rates in Africa, sourced from the International Labour Organizations (ILO) ILOSTAT database and repackaged by Electric Sheep Africa. It contains 8,411 observations across 31 African countries, spanning the years 2007 to 2025, focusing on one core indicator: Informal employment rate by sex, economic activity and disability status (%) (indicator code: EMP_NIFL_SEX_ECO_DSB_RT). The data is pulled directly from the ILOSTAT REST API, filtered to African country codes, and harmonized using International Conference of Labour Statisticians (ICLS) definitions. The dataset is organized in a tabular format with columns including country code (ref_area), country name (ref_area.label), data source (source.label), indicator code and name, sex disaggregation (sex), economic activity classification (classif1), disability status classification (classif2), observation year (time), observed value (obs_value), and observation status (obs_status). It is suitable for tasks such as tabular classification, regression, and time-series forecasting, supporting filtering and analysis by country, year, and indicator. The dataset is released under the cc-by-4.0 license, with original data owned by the ILO, requiring citation of both the original source and the repackaging entity when used.