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
