electricsheepafrica/africa-ilo-emp-nifl-sex-ocu-edu-nb-informal-employment-by-sex-occupation-and-educatio

该数据集包含95,044个观测值，涉及非正规经济数据，覆盖43个非洲国家，时间跨度为1999年至2025年，涵盖1个独特指标：按性别、职业和教育划分的非正规就业（以千计）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过REST API获取并过滤到非洲国家。数据集包括多个列，如国家代码、国家名称、数据来源、指标代码、性别分类、职业和教育分类、观测年份、观测值等，用于支持表格分类、表格回归和时间序列预测等任务。数据以年度频率发布，并包含数据质量说明和注意事项。This dataset contains 95,044 observations of informal economy data across 43 Africa countries, spanning from 1999 to 2025, covering 1 distinct indicator: Informal employment by sex, occupation and education (thousands). The data is sourced from the ILOSTAT database of the International Labour Organization (ILO), retrieved via REST API and filtered to Africa countries. It includes columns such as country code, country name, data source, indicator code, sex disaggregation, occupation and education classifications, observation year, observed value, etc., and is designed for tasks like tabular classification, tabular regression, and time-series forecasting. The data is published at an annual frequency and comes with data quality notes and caveats.