This repository contains files produced for my IBM Coursera Advanced Data Science Capstone Project
Detailed dataset of road accidents and involved vehicles in the UK (2005-2016)
https://www.kaggle.com/tsiaras/uk-road-safety-accidents-and-vehicles#Accident_Information.csv
Predict accident severity at each output area (LSOA) given datetime and driving conditions
For each Police Force we build a prediction model with the following objective:
Given date, time, weather, light and road conditions, predict accident severity within the operating geographic area of a police force
The deliverable is a tool to faciliate ressource allocation and mitigate the probability of serious accidents given current driving conditions
