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Let's take a dive into a UK Car Crash dataset to see if Rural areas have unique challenges that are reflected in crash activity.
The focus is on intuitive discrete variables, such as weather, that allow for easy hypothesizing.
For Urban and Rural data separately, we take ratios between counts of particular category values.
We can uniquely visualize by comparing Urban vs. Rural ratios.