electricsheepafrica/africa-worldbank-urban-development

该数据集名为城市发展 — 非洲（世界银行WDI），由Electric Sheep Africa重新打包。它包含30,608个观测值，涵盖54个非洲国家，时间跨度为1960年至2025年，包含17个不同的城市发展相关指标。数据来源于世界银行的世界发展指标（WDI），这是全球最常引用的发展数据参考，覆盖了217个经济体的1,400多个指标。数据集中的指标包括城市土地面积、海拔低于5米的城市土地面积比例、城市人口用电普及率、PM2.5空气污染暴露水平、人口密度、生活在海拔低于5米地区的城市人口比例、贫民窟人口比例等。数据通过世界银行的公共API获取，并过滤了无观测值的记录。数据集适用于表格分类、表格回归和时间序列预测等任务。This dataset is named Urban Development — Africa (World Bank WDI) and is repackaged by Electric Sheep Africa. It contains 30,608 observations across 54 Africa countries, spanning from 1960 to 2025, covering 17 distinct indicators related to urban development. The data is sourced from the World Banks World Development Indicators (WDI), the worlds most-cited reference for global development data, covering over 1,400 indicators for 217 economies. Indicators include urban land area, urban land area where elevation is below 5 meters (as a percentage of total land area), access to electricity in urban areas, PM2.5 air pollution exposure levels, population density, urban population living in areas below 5 meters elevation, population living in slums, and more. Data is pulled from the World Banks public API, with records having no observed value filtered out. The dataset is suitable for tasks such as tabular classification, tabular regression, and time-series forecasting.