To reproduct this model, pleas follow these steps: 1. Unzip 'df_train_val06.zip' file and load 'df_train_val06.csv' data; 2. Run code 'App_to_GNN and data processing.ipynb' to get entities data 'onewaydata.csv'; 3. Run code 'P8105final_GNN_model - Cluster & service with labelEncoder.ipynb' to get results and embedding vector.