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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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