Exploring Variables In The US Traffic Accident Dataset
- nsohtanihdam
- Apr 13, 2020
- 1 min read
Updated: May 3, 2020
Overview
This post focuses on looking at the various variables in the dataset individually in order to get a brighter picture of how these variables could be distributed before combining them with other variables. Also the US dataset was subset-ted to select only observations which had a severity level of 4(implying a significant effect or long delay in traffic). This measure was taken in order to avoid computational difficulty with the Altair package in R.
Histogram Plots of All Numeric Variables

Scatter Plot Between All Numeric Variables

Area Charts Showing Various Weather Characteristics Per Month

Density Plots For All Numeric Variables

Bar Chart Displaying Counts of Road sign Structures

Simple Ticks Showing the Spread of Numeric Variables

Bar Plot Showing Counts Of Weather Conditions

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