Dataset for electric vehicle routing problem under charging failure risk. Three types of data are included. The first is the small-scale EVRP-TW baseline dataset. The second category is large-scale data, which is the Solomon Classical dataset. The third category is based on real-world data sets of distribution centers, demand points, and charging stations in the Beijing area.