electricsheepafrica/africa-wash-kenya

肯尼亚水点数据交换（Water Point Data Exchange, KEN）数据集是一个关于肯尼亚农村水点的众包数据集，包含了井、泉水、水龙头等水点的详细信息。数据来自政府、非政府组织（NGOs）和研究人员的贡献，经过清洗和标准化处理，以便于分析。数据集分为训练集和测试集，分别包含17,563和4,390条记录。数据集提供了地理、时间、人口统计、标识符/元数据等多种变量，涵盖了水点的位置、状态、水源类型、技术类型、管理情况等信息。数据集由Electric Sheep Africa整理为适合机器学习的Parquet格式。

The Water Point Data Exchange (KEN) dataset is a crowdsourced dataset focused on rural water points (wells, springs, tapstands) in Kenya. It includes detailed information contributed by governments, NGOs, and researchers. The data is cleaned and harmonized to create a robust analysis-ready dataset. The dataset is split into training and test sets, containing 17,563 and 4,390 records respectively. It provides various variables such as geographic, temporal, demographic, identifier/metadata, covering water point locations, status, water source types, technology types, and management details. The dataset is curated into ML-ready Parquet format by Electric Sheep Africa.