Investigation of Dangerous Driving Behaviour in Canberra

by @tylershienlim

Project Description

This is a capstone honours project done over 2 in the final year of my university at the University of Technology, Sydney. The investigation of dangerous driving behaviour in Canberra was conducted through 2 semesters, with the first semesters focusing on prior research methods conducted and exploratory data analysis on the data set.

Technologies and Tools used

• VS Code
• Jupyter Notebook
• Python
• QGIS
• Other dependencies as required

Data preprocessing

All data preprocessing was conducted in Python using pandas/geopandas library toolkit(s).

Code Structure

Results / Findings

Acknowledgement and References

Dangerous Driving Behaviour Data was obtained CompassIoT.

Road edges and reserve data were obtained from Canberra ACT government traffic road data.