electricsheepafrica/africa-aid-flows-south-africa

该数据集名为South Africa - Current IATI Aid Activities，包含通过国际援助透明度倡议共享的活跃援助活动列表，涵盖人道主义和发展活动。数据以国家层面聚合，每行代表一个活动记录，包括27个列（12个数值型、13个分类型、2个日期时间型），总行数为14,517行，分为训练集（11,613行）和测试集（2,903行）。地理范围限定为南非（ZAF），数据领域涉及人道主义和发展数据。数据集提供了活动详情，如开始日期、结束日期、持续时间、国家代码、国家百分比、部门百分比、援助标识、报告机构、资助者引用、标题、状态代码、描述、承诺金额、支出金额等，并包含多种货币单位（如欧元、英镑、加元）的财务数据。数据由Electric Sheep Africa从HDX获取并转换为Parquet格式，经过清理和标准化处理，适用于机器学习的表格分类或回归任务。The dataset South Africa - Current IATI Aid Activities is a list of active aid activities shared via the International Aid Transparency Initiative (IATI), including both humanitarian and development activities. It consists of country-level aggregates with 14,517 total rows (11,613 for training and 2,903 for testing) and 27 columns (12 numeric, 13 categorical, 2 datetime). The geographic scope is South Africa (ZAF), and the domain is humanitarian and development data. It includes variables such as day_start, day_end, day_length, country_code, country_percent, sector_percent, aid, reporting_ref, funder_ref, title, status_code, description, commitment, spend, and financial data in multiple currencies (EUR, GBP, CAD). Curated by Electric Sheep Africa from HDX into ML-ready Parquet format, it is suitable for tabular classification or regression tasks.