electricsheepafrica/africa-ilo-emp-nifl-age-oc2-rt-informal-employment-rate-by-age-and-occupation-isc

该数据集包含非洲37个国家从1999年至2025年的14,451条观测数据，专注于非正规就业率按年龄和职业-ISCO 2级分类（百分比）这一指标。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，经过重新打包，适用于机器学习任务，如表格分类、回归和时间序列预测。数据集涵盖了年龄和职业分类（基于ISCO-08标准），并包括国家代码、年份、观测值、数据来源和质量标志等字段，旨在为研究非洲非正规经济提供标准化的、可机读的数据资源。This dataset contains 14,451 observations of informal employment rate data across 37 African countries, spanning from 1999 to 2025, with a focus on the indicator Informal employment rate by age and occupation - ISCO level 2 (%). It is sourced from the International Labour Organizations (ILO) ILOSTAT database, repackaged for machine learning applications such as tabular classification, regression, and time-series forecasting. The data includes breakdowns by age and occupation (based on ISCO-08 classification) and features columns for country codes, year, observed values, data sources, and quality flags, providing a standardized, ML-ready resource for studying informal economies in Africa.