Author: Kai Chen
Date: April, 2020
This repository contains my solution of analyzing the road accident safety data found at
https://data.gov.uk/dataset/cb7ae6f0-4be6-4935-9277-47e5ce24a11f/road-safety-data .
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This analysis includes a model that predicts if a police officer is likely to attend an accident or not.
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The analysis focuses initially only on the accidents from the 2017 dataset.
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This is not an exercise that develops a final solution – more of first iteration.
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A notebook summarizes my initial findings.
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The notebook describes how I might design and implement for a long term approach a data infrastructure for processing all additional data (large amount including all available years) given the desired use case above.
The repository contains:
- accident_prediction.ipynb: the notebook contains the steps of my solution.
- accident_prediction.html: the notebook in the html format.
- accident_prediction_slides.pdf: the slides which summarize my solution.