electricsheepafrica/africa-ilo-emp-nifl-sex-ec2-rt-informal-employment-rate-by-sex-and-economic-activ

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的非正规就业率数据，专门针对非洲地区。数据集涵盖了42个非洲国家从1999年至2025年的24,594个观测值，核心指标为EMP_NIFL_SEX_EC2_RT，即按性别和经济活动（ISIC Rev.4 2级分类）划分的非正规就业率（百分比）。数据包括国家代码、国家名称、数据来源（如劳动力调查）、指标代码和标签、性别分类（总计、男性、女性）、经济活动和观察年份等字段，并提供了观测值、状态标志和注释信息。数据集适用于表格分类、回归和时间序列预测任务，支持对非洲非正规经济就业趋势的分析和建模。数据经过ILO的标准化处理，并由Electric Sheep Africa重新打包为机器学习就绪格式。This dataset contains informal employment rate data from the International Labour Organization (ILO) ILOSTAT database, specifically focused on Africa. It includes 24,594 observations across 42 African countries from 1999 to 2025, with the core indicator being EMP_NIFL_SEX_EC2_RT—Informal employment rate by sex and economic activity (ISIC Rev.4 level 2, in percentage). The data features columns such as country code, country name, data source (e.g., labor force surveys), indicator code and label, sex disaggregation (total, male, female), economic activity, observation year, observed value, status flags, and notes. It is suitable for tabular classification, regression, and time-series forecasting tasks, enabling analysis and modeling of informal economy employment trends in Africa. The data is harmonized by ILO and repackaged by Electric Sheep Africa into a machine-learning-ready format.