electricsheepafrica/africa-education-sudan

该数据集提供了苏丹地区医疗和教育服务空间可达性的深入分析。通过使用开放工具如openrouteservice和开放数据源如OpenStreetMap，数据集生成了旅行时间等时线（isochrones），并结合WorldPop的100米分辨率人口数据，计算了从医院服务10到120分钟和学校5到50公里范围内的人口分布。数据集包含地区名称、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，用于评估医疗和教育服务的可达性。数据集分为训练集（2972个样本）和测试集（743个样本），适用于表格分类和回归等任务。

This dataset provides insights into spatial accessibility to healthcare and education services across Sudan. 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—polygons representing areas reachable within a given time or distance by car—and overlays them with WorldPop population data to calculate the population within specific time and distance intervals from hospital services and schools. The dataset includes variables such as region name, country code, administrative level, service category, range type, and population statistics. It is split into train (2,972 examples) and test (743 examples) sets and is suitable for tasks like tabular classification and regression.