electricsheepafrica/africa-ilo-pop-xwbl-sex-edu-wbl-nb-work-based-learners-by-sex-education-and-type-of-t

该数据集包含关于工作本位学习的统计数据，具体为按性别、教育和学员类型分类的工作本位学习者数量（以千计），覆盖非洲39个国家，时间跨度为2003年至2025年，共计8,687个观测值。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，该数据库是全球劳动力统计的主要来源，通过 harmonisation 方法处理原始调查数据以确保一致性。数据集包含一个核心指标“POP_XWBL_SEX_EDU_WBL_NB”，并提供了详细的列结构，如国家代码、国家名称、指标代码、性别分类、教育分类、学员类型分类、观测年份、观测值、数据状态标志等。数据以年度频率发布，并包含数据质量说明，例如当同一国家×年份有多个来源时，使用ILO选择的“最佳来源”。数据集适用于表格分类、表格回归和时间序列预测等任务，主要用于劳动力市场分析、教育政策研究等领域。This dataset contains statistical data on work-based learning, specifically the number of work-based learners by sex, education, and type of trainee (in thousands), covering 39 African countries from 2003 to 2025, with a total of 8,687 observations. The data is sourced from the ILOSTAT database of the International Labour Organization (ILO), a leading global source for labour statistics, which harmonizes raw survey microdata using ICLS definitions for consistency. It includes one core indicator POP_XWBL_SEX_EDU_WBL_NB and provides a detailed schema with columns such as country code, country name, indicator code, sex disaggregation, education classification, trainee type classification, observation year, observed value, and data status flags. The data is published at annual frequency and includes caveats on data quality, such as using the ILO-selected best source when multiple sources exist for the same country×year. The dataset is suitable for tasks like tabular classification, tabular regression, and time-series forecasting, primarily for labour market analysis and education policy research.