electricsheepafrica/africa-aid-flows-botswana

该数据集包含通过国际援助透明度倡议（IATI）共享的博茨瓦纳当前援助活动列表，涵盖人道主义和发展活动。数据以国家层面汇总，每行代表一个活动，包括时间范围（如起始日、结束日）、地理信息（如国家代码、国家百分比）、财务数据（如承诺金额、支出金额，以多种货币表示）和元数据（如活动ID、报告机构、标题、状态等）。数据集共有5,469行和27列，其中训练集4,375行，测试集1,093行，适用于机器学习任务，如表格分类和回归。数据由Electric Sheep Africa整理为Parquet格式，并进行了标准化清洗和分割。

This dataset contains a list of active aid activities in Botswana shared via the International Aid Transparency Initiative (IATI), including both humanitarian and development activities. The data is aggregated at the country level, with each row representing an activity and including temporal coverage (e.g., start and end dates), geographic information (e.g., country code, country percentage), financial data (e.g., commitment and spending amounts in multiple currencies), and metadata (e.g., activity ID, reporting organization, title, status). It consists of 5,469 rows and 27 columns, with a train split of 4,375 rows and a test split of 1,093 rows, suitable for machine learning tasks such as tabular classification and regression. The data has been curated into Parquet format by Electric Sheep Africa, with standardized cleaning and partitioning.