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?
This exercise is part of the course
Analyzing Police Activity with pandas
Exercise instructions
- Create a new column in the
weather
DataFrame namedTDIFF
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.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Create a 'TDIFF' column that represents temperature difference
# Describe the 'TDIFF' column
print(____)
# Create a histogram with 20 bins to visualize 'TDIFF'
# Display the plot