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  3. Analyzing Police Activity with pandas

Exercise

Plotting the temperature difference

In this exercise, you'll continue to assess whether the dataset seems trustworthy by plotting the difference between the maximum and minimum temperatures.

What do you notice about the resulting histogram? Does it match your expectations, or do you see anything unusual?

Instructions

100 XP
  • Create a new column in the weather DataFrame named TDIFF that represents the difference between the maximum and minimum temperatures.
  • Print the summary statistics for TDIFF using the .describe() method.
  • Create a histogram with 20 bins to visualize TDIFF.
  • Display the plot.