electricsheepafrica/africa-worldbank-environment

该数据集包含来自世界银行世界发展指标（WDI）的环境主题数据，专门针对非洲地区。它涵盖了54个非洲国家从1960年到2025年的251,057个观测值，包含147个不同的环境指标，如农业用地比例、可耕地比例、森林面积、降水量等。数据经过清洗，剔除了空值记录，年份规范化为整数，值规范化为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。This dataset contains Environment data from the World Banks World Development Indicators (WDI), specifically for Africa. It includes 251,057 observations across 54 African countries from 1960 to 2025, covering 147 distinct environment indicators such as agricultural land percentage, arable land percentage, forest area, precipitation, etc. Data is cleaned with null observations filtered out, years normalized to integers, and values coerced to float64. The dataset is suitable for tasks like tabular classification, regression, and time-series forecasting.