Solution: Plotting the Grouped Data
Explore how to analyze emergency call data by grouping calls per day and reason, then visualize the findings using subplots and heatmaps. Understand how to identify daily and hourly trends in call volumes to help emergency departments optimize their response strategies.
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.
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