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accident-severity-prediction's Introduction

UK Road Safety: Traffic Accidents and Vehicles

This repository contains files produced for my IBM Coursera Advanced Data Science Capstone Project

Datasource

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

Use case

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

Project pipeline

Pipeline

Deliverable

The deliverable is a tool to faciliate ressource allocation and mitigate the probability of serious accidents given current driving conditions

Web interface

accident-severity-prediction's People

Contributors

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