electricsheepafrica/africa-education-zimbabwe

该数据集提供了津巴布韦国内医疗和教育服务空间可达性的深入分析。利用开放工具如openrouteservice和开放数据源如OpenStreetMap，数据集通过旅行时间等时线和WorldPop人口数据，计算了不同时间或距离范围内的人口分布。数据集包含地区名称、ISO国家代码、行政级别、服务类别、范围类型、人口统计等多个变量，适用于表格分类和回归等任务。数据集的局限性包括OSM数据完整性、人口估计的准确性、旅行时间假设和边界精确度等问题。This dataset provides insights into spatial accessibility to healthcare and education services across Zimbabwe. It has been created using free and open tools such as openrouteservice and open data sources, primarily OpenStreetMap (OSM). The dataset uses travel-time isochrones and WorldPop population data to calculate the population within specific time or distance intervals from hospitals and schools. It includes variables such as region name, ISO country code, administrative level, service category, range type, and population statistics. The dataset is suitable for tasks like tabular classification and regression. Limitations include OSM data completeness, accuracy of population estimates, travel time assumptions, and boundary precision.