For our project, we investigated traffic accidents and the circumstances surrounding them.
Our data was obtained from Kaggle
Chris Hauck, Colleen Banzhof, Ken Njema, and Eric Lewiston
- Do the seasons affect number/severity of traffic accidents?
- Does the day of the week affect number/severity of accidents?
- Does the time of day affect number/severity of accidents?
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Moosavi, Sobhan, Mohammad Hossein Samavatian, Srinivasan Parthasarathy, and Rajiv Ramnath. “A Countrywide Traffic Accident Dataset.”, 2019.
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Moosavi, Sobhan, Mohammad Hossein Samavatian, Srinivasan Parthasarathy, Radu Teodorescu, and Rajiv Ramnath. "Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights." In proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM, 2019.