electricsheepafrica/africa-worldbank-education

该数据集包含非洲54个国家从1960年至2025年的教育相关数据，共计171,665个观测值，涵盖164个不同的世界银行世界发展指标（WDI）。数据来源于世界银行的公开API，经过清洗和标准化处理，去除空值记录，年份规范为整数，数值转换为float64类型。指标包括青年和成人识字率、初等和中等教育入学率、教育持续时间等，以表格形式组织，列包括指标代码、指标名称、国家代码、国家名称、年份、观测值、单位和观测状态。数据集适用于机器学习任务，如表格分类、回归和时间序列预测，可用于分析非洲国家的教育发展趋势和差异。This dataset contains 171,665 observations of Education data across 54 Africa countries, spanning 1960–2025, covering 164 distinct indicators from the World Banks World Development Indicators (WDI). Data is sourced from the World Banks public API, with records having no observed value filtered out. Years are normalized to integers and values are coerced to float64. Indicators include literacy rates for youth and adults, school enrollment rates for primary and secondary education, compulsory education duration, and more. The data is structured in a tabular format with columns such as indicator_id, indicator_name, country_iso3, country_name, year, value, unit, and obs_status. It is suitable for machine learning tasks like tabular classification, regression, and time-series forecasting, enabling analysis of educational trends and disparities across African countries.