electricsheepafrica/africa-education-botswana

该数据集提供了博茨瓦纳国内对医疗和教育服务的空间可达性分析。通过使用开放工具如openrouteservice和OpenStreetMap数据，结合WorldPop人口数据，计算了从医院服务和学校不同距离和时间范围内的人口分布。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，用于分析不同行政级别的可达性指标。数据集分为训练集和测试集，分别包含569和142个样本。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度等问题。

This dataset provides insights into spatial accessibility to healthcare and education services across Botswana. 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 and distance intervals from hospital services and schools. It includes variables such as region name, ISO country code, administrative level, service category, range type, and population statistics. The dataset is split into train and test sets with 569 and 142 examples, respectively. Limitations include OSM data completeness, accuracy of population estimates, travel time assumptions, and boundary precision.