electricsheepafrica/africa-wash-zambia

Water Point Data Exchange (ZMB) 是一个专注于赞比亚农村水点（如井、泉、水龙头）的众包数据集，由Water Point Data Exchange发布，通过HDX提供，遵循Creative Commons Attribution Share-Alike许可。该数据集基于WPdx-Plus子集，经过额外清理，用于支持决策工具，以分析农村基本水服务获取情况，并提供水点修复优先级、服务差距和新建设建议以及状态预测。数据集包含两个主要文件：wpdx_adm_region_analysis文件提供各行政级别的人口服务概况和数据质量分析；wpdx_water_points文件提供水点级别的详细信息，包括所有WPdx数据标准参数和分析结果。数据集涵盖地理、时间、人口统计等38个变量，总行数6,644，分为5,315行的训练集和1,328行的测试集，由Electric Sheep Africa整理为机器学习就绪的Parquet格式。Water Point Data Exchange (ZMB) is a crowdsourced dataset focused on rural water points (e.g., wells, springs, tapstands) in Zambia, published by Water Point Data Exchange and sourced from HDX under a Creative Commons Attribution Share-Alike license. The dataset is based on the WPdx-Plus subset, which undergoes additional cleaning and is used for decision support tools to analyze rural basic water service access, providing insights on water point repair priorities, service gaps/new construction recommendations, and status predictions. It includes two main files: the wpdx_adm_region_analysis file offers an overview of population served and data quality analysis by administrative level, while the wpdx_water_points file provides water point-level details with all WPdx data standard parameters and analysis results. The dataset contains 38 variables across geographic, temporal, and demographic categories, with a total of 6,644 rows split into 5,315 training and 1,328 test examples, curated into ML-ready Parquet format by Electric Sheep Africa.