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Exercise

Heat or humidity

Dew point is a measure of relative humidity based on pressure and temperature. A dew point above 65 is considered uncomfortable while a temperature above 90 is also considered uncomfortable.

In this exercise, you will explore the maximum temperature and dew point of each month. The columns of interest are 'dew_point_faren' and 'dry_bulb_faren'. After resampling them appropriately to get the maximum temperature and dew point in each month, generate a histogram of these values as subplots. Uncomfortably, you will notice that the maximum dew point is above 65 every month!

df_clean has been pre-loaded for you.

Instructions
100 XP
  • Select the 'dew_point_faren' and 'dry_bulb_faren' columns (in that order). Resample by month and aggregate the maximum monthly temperatures. Assign the result to monthly_max.
  • Plot a histogram of the resampled data with bins=8, alpha=0.5, and subplots=True.