electricsheepafrica/africa-ilo-emp-temp-sex-skn-edu-nb-employment-by-sex-educational-mismatch-normative-a

该数据集包含非洲46个国家从2001年至2025年的14,608个观测值，专注于“按性别、教育不匹配-规范方法和教育分类的就业人数（千）”这一指标。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过ILOSTAT REST API直接获取，并过滤为非洲国家代码。数据集涵盖了就业统计中的技能不匹配主题，包括按性别（总计、男性、女性）和其他分类变量（如教育水平）的细分数据。数据经过ILO的标准化处理，使用国际劳工统计学家会议（ICLS）定义进行协调，并包含来源、观测状态和注释等元数据列，以确保可追溯性。数据集由Electric Sheep Africa重新打包，以统一的、适合机器学习使用的格式发布，便于研究人员和开发者快速加载和分析。This dataset contains 14,608 observations of Employment by sex, educational mismatch - normative approach and education (thousands) data across 46 Africa countries, spanning 2001–2025. It is sourced from the International Labour Organization (ILO) ILOSTAT database, the leading global source for labour statistics, and focuses on skills mismatch indicators. Data is pulled directly from the ILOSTAT REST API, filtered to Africa ISO3 country codes, and harmonized using ICLS (International Conference of Labour Statisticians) definitions. The dataset includes disaggregation by sex (total, male, female) and other classification variables, with annual frequency and metadata columns for source, observation status, and notes. Repackaged by Electric Sheep Africa as part of a unified, ML-ready data layer for Africa on HuggingFace, it enables easy loading and analysis via standard tools.