electricsheepafrica/africa-taxdataza

该数据集名为南非精选税收数据，主要包含2024/2025财年南非的公共支出和工资税(PAYE)等级信息。数据集由PesaCheck发布，原始数据来源于OpenAfrica平台，后经Electric Sheep Africa组织整理为适合机器学习使用的Parquet格式。数据集包含20条时间序列观测记录(16条训练集，4条测试集)，共4个分类变量列，涉及非洲多个国家的财政税收数据。数据经过清洗处理，包括统一缺失值标记、删除重复行、列名标准化等。但需注意数据可能存在报告错误或定义不一致等问题，且未经独立验证。

The dataset named Select Tax Data for South Africa contains information on Public Expenditure and PAYE bands for the FY 2024/2025. Published by PesaCheck and sourced from OpenAfrica, it was curated into ML-ready Parquet format by Electric Sheep Africa. The dataset consists of 20 time-series observations (16 for training, 4 for testing) with 4 categorical columns covering fiscal data from multiple African countries, primarily South Africa. The data has been cleaned by standardizing missing values, removing duplicates, and normalizing column names. Note that the data has not been independently validated and may contain reporting errors or definitional inconsistencies.