electricsheepafrica/africa-worldbank-trade

该数据集包含来自世界银行世界发展指标（WDI）的非洲贸易数据，涵盖54个非洲国家从1960年至2025年的235,058个观测值，涉及135个不同的贸易相关指标。数据包括商品和服务贸易、进口出口、贸易占GDP百分比等指标，通过世界银行公共API获取，并经过清洗处理（删除空值、规范化年份和数值类型）。数据集提供结构化表格，列包括指标ID、名称、国家代码（ISO2和ISO3）、国家名称、年份、观测值、单位和观测状态，适用于表格分类、回归和时间序列预测等机器学习任务。This dataset contains trade data for Africa from the World Banks World Development Indicators (WDI), comprising 235,058 observations across 54 African countries spanning 1960–2025 and covering 135 distinct trade-related indicators. It includes metrics such as trade in goods and services, imports and exports, and trade as a percentage of GDP, sourced via the World Banks public API and cleaned (null values removed, years normalized to integers, values coerced to float64). The dataset is structured with columns for indicator ID, name, country codes (ISO2 and ISO3), country name, year, value, unit, and observation status, suitable for machine learning tasks like tabular classification, regression, and time-series forecasting.