electricsheepafrica/africa-worldbank-infrastructure

这是一个包含非洲54个国家1960年至2024年基础设施相关指标的表格数据集，数据来源于世界银行的世界发展指标（WDI）。数据集共有57,887个观测值，涵盖49个不同的指标，如ICT服务出口（按国际收支平衡表计算，当前美元）、电力生产中煤炭、水力、天然气、核能、石油来源的占比、电力传输和分配损耗、人均电力消耗、农业年淡水抽取量等。数据通过世界银行公共API获取，已删除无观测值的记录，年份规范化为整数，数值强制转换为float64类型。数据集适用于表格分类、回归和时间序列预测等任务，覆盖单个语言（英语），规模为10K到100K之间。数据质量方面，指标覆盖因国家和年份而异，并非所有组合都存在，且仅包含个体主权国家数据。This is a tabular dataset containing infrastructure-related indicators for 54 African countries from 1960 to 2024, sourced from the World Banks World Development Indicators (WDI). The dataset includes 57,887 observations covering 49 distinct indicators, such as ICT service exports (BoP, current US$), electricity production from coal, hydroelectric, natural gas, nuclear, and oil sources as a percentage of total, electric power transmission and distribution losses, electric power consumption per capita, annual freshwater withdrawals for agriculture, and more. Data is pulled directly from the World Banks public API, with records lacking observed values removed, years normalized to integers, and values coerced to float64. It is suitable for tasks like tabular classification, regression, and time-series forecasting, is monolingual (English), and falls within the 10K to 100K size category. Data quality notes include varying indicator coverage by country and year, with not all combinations present, and filtering to individual sovereign states only.