electricsheepafrica/africa-ilo-emp-nifl-sex-est-rt-informal-employment-rate-by-sex-and-establishment

该数据集包含非洲40个国家从2000年至2025年间的非正规经济数据，共有5,116个观测值，涵盖1个核心指标：按性别和企业规模划分的非正规就业率（%）。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过REST API获取并过滤至非洲国家。数据集包含国家代码、年份、指标值、性别分类（总计、男性、女性）、企业规模分类、数据来源及观测状态等多维字段，适用于表格分类、回归和时间序列预测等任务。数据经过ILO harmonization处理，遵循国际劳工统计学家会议（ICLS）定义，并标注了来源和质量标志。This dataset contains 5,116 observations of informal economy data across 40 African countries, spanning from 2000 to 2025, covering one key indicator: Informal employment rate by sex and establishment size (%). Sourced from the International Labour Organizations (ILO) ILOSTAT database, it is retrieved via REST API and filtered to African countries. The dataset includes multi-dimensional fields such as country codes, years, indicator values, sex disaggregation (total, male, female), establishment size classification, data sources, and observation status, suitable for tabular classification, regression, and time-series forecasting tasks. Data is harmonized by ILO following International Conference of Labour Statisticians (ICLS) definitions, with source and quality flags provided.