electricsheepafrica/africa-ilo-emp-temp-sex-ifl-jbt-nb-employment-by-sex-informal-formal-job-and-working

该数据集包含非洲43个国家从2000年至2025年的4,976条观察数据，重点关注非正规经济指标。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过API获取并过滤到非洲国家，使用国际劳工统计学家会议（ICLS）定义进行协调。数据集的核心指标为“按性别、非正规/正规工作和工作时间安排的就业（千计）”，提供了就业数据的详细分类，包括性别（总计、男性、女性）、工作性质和工作时间安排等维度。数据以年度频率发布，涵盖多个非洲国家，如南非、埃及、卢旺达等，并包含数据源、观察状态、备注等信息，以支持劳动力市场分析和时间序列预测。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。This dataset contains 4,976 observations of informal economy data across 43 Africa countries, spanning from 2000 to 2025. It is sourced from ILOSTAT, the International Labour Organizations central statistics database, and focuses on the indicator Employment by sex, informal/formal job and working time arrangement (thousands). The data is harmonized using International Conference of Labour Statisticians (ICLS) definitions and includes disaggregation dimensions such as sex (total, male, female), nature of job, and working time arrangement. It provides annual frequency data with coverage of African countries like South Africa, Egypt, Rwanda, and others, along with metadata on sources, observation status, and notes. The dataset is repackaged by Electric Sheep Africa as part of a unified, ML-ready data layer for Africa on HuggingFace.