electricsheepafrica/africa-ilo-emp-nifl-sex-edu-dsb-nb-informal-employment-by-sex-education-and-disabilit

该数据集包含非洲30个国家从2007年至2025年的非正规就业统计数据，共计3495个观测值。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，覆盖按性别、教育和残疾状况分类的非正规就业人数（以千计）。数据集通过ILOSTAT REST API获取，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。数据模式包括国家代码、来源、指标、分类变量（如性别、教育水平、残疾状况）、观测年份、观测值（单位：千）和状态标志。数据集适用于表格分类、回归和时间序列预测任务，旨在为研究人员和开发者提供机器学习就绪的非洲劳动力市场数据。This dataset contains 3,495 observations of informal employment data across 30 African countries, spanning from 2007 to 2025, covering one distinct indicator: informal employment by sex, education and disability status (in thousands). The data is sourced from the ILOSTAT database of the International Labour Organization (ILO), harmonized using International Conference of Labour Statisticians (ICLS) definitions, and filtered to African ISO3 country codes. It includes disaggregation dimensions such as sex, education level, and disability status, with columns for country codes, source information, indicator codes, classification variables, observation years, values (in thousands), and quality flags. The dataset is designed for tabular classification, regression, and time-series forecasting tasks, providing a machine learning-ready resource for labor market analysis in Africa.