electricsheepafrica/africa-ilo-emp-temp-sex-eco-est-nb-employment-by-sex-economic-activity-and-establishm
收藏资源简介:
该数据集是一个关于非洲就业的表格数据集,包含102,985个观测值,涵盖41个非洲国家,时间跨度为1991年至2025年。数据来源于国际劳工组织(ILO)的ILOSTAT数据库,通过API获取并过滤为非洲国家数据。数据集的核心指标是EMP_TEMP_SEX_ECO_EST_NB,即按性别、经济活动和机构规模划分的就业人数(千)。数据字段包括国家代码、国家名称、数据来源、指标代码、性别分类(总计、男性、女性)、经济活动和机构规模分类、年份、观测值、观测状态等。数据按性别进行细分,并提供数据来源和分类注释。数据为年度频率,当同一国家同年有多个数据源时使用ILO选择的最佳来源。数据集由Electric Sheep Africa重新打包,旨在为非洲提供统一的、机器学习就绪的数据层,适用于表格分类、回归和时间序列预测等任务。
This dataset is a tabular dataset on employment in Africa, containing 102,985 observations across 41 African countries, spanning from 1991 to 2025. The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via API and filtered for African countries. The core indicator is EMP_TEMP_SEX_ECO_EST_NB, which represents employment by sex, economic activity, and establishment size (in thousands). The dataset includes fields such as country code, country name, data source, indicator code, sex classification (total, male, female), economic activity and establishment size classifications, year, observed value, observation status, and notes. The data is disaggregated by sex and includes source and classification annotations. It is annual frequency, and when multiple sources exist for the same country and year, the ILO-selected best source is used. The dataset is repackaged by Electric Sheep Africa as part of a unified, ML-ready data layer for Africa, suitable for tasks like tabular classification, regression, and time-series forecasting.



