electricsheepafrica/africa-aid-flows-guinea

这是一个关于几内亚当前国际援助透明度倡议（IATI）援助活动的数据集，包含通过IATI共享的活跃援助活动列表，涵盖人道主义和发展活动。数据集提供了国家层面的聚合信息，每条记录代表一个援助活动在国家层面的汇总数据。数据集包含7,544条记录，27个特征列，其中包括12个数值型特征、13个类别型特征和2个日期时间型特征。特征包括援助活动ID、报告机构、资金提供者、活动标题、状态代码、开始日期、结束日期、活动持续时间、详细描述、承诺金额（多种货币）、支出金额（多种货币）、部门分类、国家代码、国家百分比等。数据集已预处理为机器学习就绪的Parquet格式，并按照80/20的比例分割为训练集（6,035条）和测试集（1,508条）。地理范围限定为几内亚（GIN），数据来源于国际援助透明度倡议，由Electric Sheep Africa整理和标准化。

This is a dataset on Guineas current International Aid Transparency Initiative (IATI) aid activities, containing a list of active aid activities shared via IATI, covering both humanitarian and development activities. The dataset provides country-level aggregated information, with each record representing summarized data of an aid activity at the country level. The dataset contains 7,544 records with 27 feature columns, including 12 numeric features, 13 categorical features, and 2 datetime features. Features include aid activity ID, reporting organization, funder, activity title, status code, start date, end date, activity duration, detailed description, commitment amounts (in multiple currencies), expenditure amounts (in multiple currencies), sector classification, country code, country percentage, etc. The dataset has been preprocessed into ML-ready Parquet format and split 80/20 into training set (6,035 records) and test set (1,508 records). The geographic scope is limited to Guinea (GIN), with data sourced from the International Aid Transparency Initiative and curated by Electric Sheep Africa.