Towards Smart Cities: Data-Driven Road Accident Prevention

This project uses Traffic, Road, and Weather data to predict traffic accidents on road of Toronto.
DriveAlive_Presentation.pdf contains the presentation slides that gives a overview of the project.
DriveAlive_Report.pdf contains a detailed project report.
Toronto_Traffic_Accident_Prediction.ipynb contains the analysis code.
The datafiles are too large to be hosted in Github. Download from this OneDrive link: https://1drv.ms/u/s!Al12CN2e73-ogdBYcvALVRgP_nOW1g?e=hvOxrd

Application

Process

Result

Team Members

Amanda Aleong
Francis Cruz
Justin (Youngmok) Ko
Shi Yu
Richard Hu
Hao Xing