Principles of Data Science coursework project investigating relationships between environmental conditions and traffic accidents in the UK.
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RoadSafety.py - Main data analysis script. Should run in any IDE, but was written in Spyder and contains cell breaks.
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refData.py - Script to run on the original data to convert reference data codes in to text values. The data in this repo is a product of this script (so it doesn't need to be run again).
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Environmental Conditions and Road Traffic Collisions in the UK v1.2.pdf - Project report.
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Acc_2016_Tidy.csv - All traffic accidents reported to police in 2016 involving injury.
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Cas_2016_Tidy.csv - Details of all casulaties involved in accidents.
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Veh_2016_Tidy.csv - Details of all vehicles involved in accidents.
I have also written an article in Towards Data Science based on this work, which is available here: https://towardsdatascience.com/car-crashes-and-the-weather-an-exploratory-analysis-of-environmental-conditions-impact-on-traffic-12bcb7f9afed