遇见数据集

electricsheepafrica/africa-disability-uganda

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Hugging Face2026-04-26 更新2026-04-26 收录
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该数据集名为乌干达健康指标,包含世界卫生组织(WHO)数据门户中关于乌干达的各类健康指标数据。数据涵盖多个健康领域,包括空气污染、儿童死亡率、痴呆症诊断治疗与护理、环境与健康、食品安全、全球痴呆症观察站、全球健康估计(预期寿命及主要死因和残疾)、酒精与健康全球信息系统、全球患者安全观察站、HIV、健康筹资、卫生系统、健康税、卫生人力、肝炎、免疫覆盖率和疫苗可预防疾病、疟疾、孕产妇和生殖健康、心理健康、被忽视的热带病、非传染性疾病、营养、口腔健康、优先卫生技术、物质使用障碍资源、道路安全、性传播感染、物质使用障碍服务覆盖、烟草控制、结核病、全民健康覆盖(UHC)、SDG目标3.8、疫苗可预防传染病、暴力预防、水、环境卫生和个人卫生(WASH)、世界卫生统计等。数据集以第一级行政单位为观察单位,包含24,923行和19列(6个数值列,13个分类列,0个日期时间列),已分为训练集(19,938行)和测试集(4,984行)。地理范围限定为乌干达(UGA),数据最后更新于2026年4月15日。数据由Electric Sheep Africa整理为适合机器学习的Parquet格式,并进行了标准化清洗(如列名小写、缺失值统一等)。

This dataset, titled Uganda - Health Indicators, contains data from the World Health Organization (WHO) data portal covering various health indicators for Uganda. It includes categories such as air pollution, child mortality, dementia diagnosis, treatment and care, environment and health, food safety, Global Dementia Observatory (GDO), Global Health Estimates (life expectancy and leading causes of death and disability), Global Information System on Alcohol and Health, Global Patient Safety Observatory, HIV, health financing, health systems, health taxes, health workforce, hepatitis, immunization coverage and vaccine-preventable diseases, malaria, maternal and reproductive health, mental health, neglected tropical diseases, noncommunicable diseases, nutrition, oral health, priority health technologies, resources for substance use disorders, road safety, sexually transmitted infections, substance use disorders service coverage, tobacco control, tuberculosis, universal health coverage (UHC), SDG Target 3.8, vaccine-preventable communicable diseases, violence prevention, water, sanitation and hygiene (WASH), and World Health Statistics. The dataset consists of first-level administrative unit observations, with 24,923 rows and 19 columns (6 numeric, 13 categorical, 0 datetime). It is split into train (19,938 rows) and test (4,984 rows) sets. The geographic scope is Uganda (UGA), and the data was last updated on HDX on 2026-04-15. The data has been curated into ML-ready Parquet format by Electric Sheep Africa, with standardized cleaning (e.g., lowercased column names, unified missing values).

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