electricsheepafrica/africa-ilo-emp-pifl-sex-mts-nb-employment-outside-the-formal-sector-by-sex-and-ma

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的非正规经济就业数据，具体指标为按性别和婚姻状况划分的非正规部门就业人数（千）。数据覆盖45个非洲国家，时间跨度为1999年至2025年，共5,035个观测值。数据集提供了按性别（总计、男性、女性）和婚姻状况（总计分类）分组的就业统计，数据以年度频率发布，并包含国家代码、来源、观测值、状态标志等详细列。数据经过ILO harmonization处理，确保与国际劳工统计学家会议（ICLS）定义一致，适用于表格分类、回归和时间序列预测等任务。This dataset contains informal economy employment data from the International Labour Organization (ILO) ILOSTAT database, specifically the indicator Employment outside the formal sector by sex and marital status (thousands). It covers 45 African countries from 1999 to 2025, with 5,035 observations. The data provides employment statistics disaggregated by sex (total, male, female) and marital status (total aggregate), published at annual frequency, and includes detailed columns such as country codes, sources, observed values, and status flags. The data is harmonized by ILO following International Conference of Labour Statisticians (ICLS) definitions, and is suitable for tasks like tabular classification, regression, and time-series forecasting.