electricsheepafrica/africa-worldbank-gender

该数据集是一个关于非洲国家性别主题的世界银行世界发展指标（WDI）数据集，包含158,514个观测值，涵盖54个非洲国家，时间跨度为1960年至2025年，包含155个不同的性别相关指标。数据来源于世界银行的公开API，经过清洗和规范化处理，去除了空值记录。指标涵盖多个领域，如女性在企业管理中的参与度、青年和成人识字率（按性别分列）、教育入学率的性别平等指数等。数据集以表格形式组织，包含指标代码、指标名称、国家代码、国家名称、年份、观测值、单位和观测状态等列。该数据集适用于表格分类、回归和时间序列预测等机器学习任务，旨在为非洲的性别发展研究提供标准化、机器学习友好的数据。This dataset is a World Bank World Development Indicators (WDI) dataset focused on gender topics for African countries, containing 158,514 observations across 54 African countries, spanning from 1960 to 2025, and covering 155 distinct gender-related indicators. The data is sourced from the World Banks public API, cleaned, and normalized, with null records removed. Indicators cover various areas such as female participation in firm management, literacy rates for youth and adults (by gender), gender parity indices for school enrollment, and more. The dataset is organized in tabular format with columns including indicator code, indicator name, country codes, country name, year, value, unit, and observation status. It is suitable for machine learning tasks like tabular classification, regression, and time-series forecasting, aiming to provide standardized, ML-ready data for gender development research in Africa.