Solution: Plotting the Grouped Data
Explore how to group and visualize emergency call data using Python. Learn to plot call variations per day for traffic, fire, and EMS reasons. Understand how to create heatmaps to identify peak call times by day and hour, providing insights for emergency service improvements.
Task 1: Flux of calls per day
We now have the column ‘date’ in our data. The emergency department needs to know the flux of calls per day for each reason mentioned in the dataset so that they can take the necessary steps to improve the service.
For this task, find the variation in the number of calls per day for three reasons in the dataset: traffic, fire and EMS.
Hint: ...