electricsheepafrica/africa-ilo-emp-temp-sex-sks-dsb-nb-employment-by-sex-educational-mismatch-statistical

该数据集包含非洲28个国家从2005年至2025年的3,195个观测值，重点关注技能不匹配主题。具体指标为按性别、教育不匹配（统计方法）和残疾状况划分的就业人数（千）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过REST API获取并过滤为非洲国家。数据集包含多个列，如国家代码、国家名称、数据来源、指标代码、性别分类（总计、男性、女性）、分类变量（如不匹配总计、残疾状况总计）、观测年份、观测值（单位因指标定义而异，此处为千）、观测状态标志（如不可靠）以及相关注释。数据按年度频率提供，并经过ILO的最佳来源选择和处理，以确保数据质量。数据集适用于表格分类、表格回归和时间序列预测等任务，可用于分析非洲国家的就业趋势、技能不匹配和残疾状况。This dataset contains 3,195 observations across 28 African countries from 2005 to 2025, focusing on the topic of Skills mismatch. The specific indicator is Employment by sex, educational mismatch - statistical approach and disability status (thousands). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via the REST API and filtered for African countries. The dataset includes multiple columns such as country code, country name, data source, indicator code, sex disaggregation (total, male, female), classification variables (e.g., mismatch total, disability status total), observation year, observed value (unit varies by indicator definition, here in thousands), observation status flags (e.g., unreliable), and related notes. The data is provided at annual frequency and uses ILOs best source selection and harmonization for quality assurance. It is suitable for tasks like tabular classification, tabular regression, and time-series forecasting, enabling analysis of employment trends, skills mismatch, and disability status in African countries.