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

该数据集包含关于非洲非正规部门就业的统计信息，涵盖45个非洲国家从1999年至2025年的5,268个观测值。核心指标为EMP_PIFL_SEX_STE_NB，即按性别和就业状况分类的非正规部门就业人数（以千计）。数据集来源于国际劳工组织（ILO）的ILOSTAT数据库，通过其API获取并筛选非洲国家数据。数据经过ILO标准化处理，采用国际劳工统计学家会议（ICLS）定义，并包含来源追溯信息。数据集为表格格式，包含国家代码、年份、性别分类、观测值及数据状态等列，适用于表格分类、回归和时间序列预测等任务。This dataset contains statistical information on employment outside the formal sector in Africa, covering 5,268 observations across 45 African countries from 1999 to 2025. The core indicator is EMP_PIFL_SEX_STE_NB, which measures employment outside the formal sector by sex and status in employment (in thousands). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via its API and filtered for African country codes. The data is harmonized by ILO using International Conference of Labour Statisticians (ICLS) definitions and includes source traceability. The dataset is in tabular format, containing columns such as country code, year, sex disaggregation, observed values, and data status flags, suitable for tabular classification, regression, and time-series forecasting tasks.