electricsheepafrica/africa-aid-flows-namibia

该数据集名为纳米比亚 - 当前IATI援助活动，由国际援助透明度倡议（IATI）发布，来源为HDX。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。每行数据代表国家层面的汇总数据，包括活动开始日期、结束日期、援助金额、部门信息等。数据集总共有6,954行，分为训练集（5,563行）和测试集（1,390行），包含27个特征列（12个数值列、13个分类列和2个日期时间列）。地理范围限定为纳米比亚（NAM）。数据集由Electric Sheep Africa整理为机器学习就绪的Parquet格式，适用于表格分类和回归任务。数据包括援助活动的详细信息，如援助ID、报告机构、资助方、标题、状态、描述、承诺金额、支出金额等，并提供了多种货币单位（如欧元、英镑、加元）的转换数据。数据集旨在支持对援助活动的分析和预测，但需注意数据来源于IATI，未经独立验证，可能存在报告偏差或定义不一致性。The dataset is named Namibia - Current IATI Aid Activities, published by the International Aid Transparency Initiative (IATI) and sourced from HDX. It contains a list of active aid activities shared via IATI, including both humanitarian and development activities. Each row represents country-level aggregates, with details such as activity start and end dates, aid amounts, sector information, etc. The dataset has a total of 6,954 rows, split into a training set (5,563 rows) and a test set (1,390 rows), with 27 feature columns (12 numeric, 13 categorical, and 2 datetime columns). The geographic scope is limited to Namibia (NAM). Curated into ML-ready Parquet format by Electric Sheep Africa, it is suitable for tabular classification and regression tasks. The data includes detailed information on aid activities, such as aid ID, reporting organization, funder, title, status, description, commitment amounts, spending amounts, and conversions in multiple currencies (e.g., EUR, GBP, CAD). The dataset is designed to support analysis and prediction of aid activities, but note that the data originates from IATI and has not been independently validated, potentially containing reporting biases or definitional inconsistencies.