electricsheepafrica/africa-water-quality-all

Makoko水质数据集包含非洲多个国家（特别是Makoko地区）的水质分析和供水点及家庭调查数据。每条记录代表一个地理位置点的观测数据，共26行12列，分为训练集（20行）和测试集（5行）。数据集涵盖地理坐标（经纬度）、水源状态、20-25升水的成本（奈拉）、家庭依赖人数估计、水箱容量（升）、水供应商采取的处理措施等信息。数据最初由Code for Africa发布，后经Electric Sheep Africa重新整理为适合机器学习的Parquet格式。数据最后更新于2021年3月19日。

The Makoko Water Quality dataset contains water quality analysis and water point and household survey data from multiple countries in Africa, specifically the Makoko area. Each row represents geolocated point observations, with a total of 26 rows and 12 columns, split into train (20 rows) and test (5 rows) sets. The dataset includes geographic coordinates (latitude and longitude), status of water source, cost of water for 20-25 liters (in Naira), estimated number of family dependants, capacity of water tanks (in liters), and treatment measures by water vendors. The data was originally published by Code for Africa and later repackaged into ML-ready Parquet format by Electric Sheep Africa. The data was last updated on OpenAfrica on 2021-03-19.