Exploring Variables In The US Traffic Accident Dataset

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.

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Histogram Plots of All Numeric Variables

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Scatter Plot Between All Numeric Variables

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Area Charts Showing Various Weather Characteristics Per Month

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Density Plots For All Numeric Variables

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Bar Chart Displaying Counts of Road sign Structures

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Simple Ticks Showing the Spread of Numeric Variables

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Bar Plot Showing Counts Of Weather Conditions

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