electricsheepafrica/africa-ilo-emp-dwap-sex-age-cbr-rt-employment-to-population-ratio-by-sex-age-and-plac

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的“按性别、年龄和出生地划分的就业人口比率（%）”指标数据，专门针对非洲地区。数据集涵盖36个非洲国家，时间跨度为1991年至2025年，共11,068条观测记录。核心指标为EMP_DWAP_SEX_AGE_CBR_RT，表示就业人口占总人口的百分比，并按性别（总计、男性、女性）、年龄组（如15岁以上）和出生地（总计）进行细分。数据通过ILOSTAT REST API获取，经过统一处理以确保符合国际劳工统计标准，并包含来源、观测状态、备注等元数据列。数据集适用于表格分类、回归和时间序列预测等机器学习任务，旨在为非洲劳动力市场研究提供标准化、可机读的数据支持。This dataset contains the Employment-to-population ratio by sex, age and place of birth (%) indicator from the International Labour Organization (ILO) ILOSTAT database, specifically for Africa. It covers 36 African countries from 1991 to 2025, with 11,068 observations. The core indicator is EMP_DWAP_SEX_AGE_CBR_RT, representing the percentage of employed persons in the total population, disaggregated by sex (total, male, female), age group (e.g., 15+), and place of birth (total). Data is sourced via the ILOSTAT REST API, harmonized according to International Conference of Labour Statisticians (ICLS) definitions, and includes metadata columns such as source, observation status, and notes. The dataset is suitable for tabular classification, regression, and time-series forecasting tasks, providing standardized, machine-readable data for African labor market research.