nuthi-sriram / bad-driver-analysis

Bad Drivers

The Scope of this Analysis

Exploratory Data Analysis(EDA) is one of the most crucial steps in a Data Science project. EDA in basic terms is a way of "Understanding the data with the help of visualizations and descriptive statistics". A lot of courses I signed up for in the past emphasised on the need to use EDA to understand datasets and use this information to either model a ML/DL problem or tell a convincing story about the dataset to a stakeholder.
Therefore, through this project I made an attempt at improving my EDA skills using the Bad Drivers Dataset.

This folder contains data behind the story Dear Mona, Which State Has The Worst Drivers?

Variable	Source
State	N/A
Number of drivers involved in fatal collisions per billion miles	National Highway Traffic Safety Administration, 2012
Percentage Of Drivers Involved In Fatal Collisions Who Were Speeding	National Highway Traffic Safety Administration, 2009
Percentage Of Drivers Involved In Fatal Collisions Who Were Alcohol-Impaired	National Highway Traffic Safety Administration, 2012
Percentage Of Drivers Involved In Fatal Collisions Who Were Not Distracted	National Highway Traffic Safety Administration, 2012
Percentage Of Drivers Involved In Fatal Collisions Who Had Not Been Involved In Any Previous Accidents	National Highway Traffic Safety Administration, 2012
Car Insurance Premiums ($)	National Association of Insurance Commissioners, 2011
Losses incurred by insurance companies for collisions per insured driver ($)	National Association of Insurance Commissioners, 2010