The reproduction of the CityEVCP study is severely hindered due to the incomplete POI file provided.

[zitongjson-stack]

Why is the POI.csv file in this dataset not structured in the following format? Moreover, why is there such a significant discrepancy between it and the POI file used in the reproduction of the CityEVCP paper?

Rows: 247 zones (as the paper divides Shenzhen into 247 travel communities)

Columns: 14 POI categories (e.g., restaurants, shopping, scenic spots)

[Quhaoh233]

Thank you for your valuable question.

The POI data provided in the project includes only three types of POI. The CityEVCP paper collects more fine-grained POI data on their own through the GAODE API to further improve their results. However, considering that there are sensitive contents involving privacy issues in the fine-grained data, the authors decided not to release it. If you would like to use such data, you may need to collect it from open map platforms.