Plotting the temperature
In this exercise, you'll examine the temperature columns from the weather dataset to assess whether the data seems trustworthy. First you'll print the summary statistics, and then you'll visualize the data using a box plot.
When deciding whether the values seem reasonable, keep in mind that the temperature is measured in degrees Fahrenheit, not Celsius!
Cet exercice fait partie du cours
Analyzing Police Activity with pandas
Instructions
- Read
weather.csvinto a DataFrame namedweather. - Select the temperature columns (
TMIN,TAVG,TMAX) and print their summary statistics using the.describe()method. - Create a box plot to visualize the temperature columns.
- Display the plot.
Exercice interactif pratique
Essayez cet exercice en complétant cet exemple de code.
# Read 'weather.csv' into a DataFrame named 'weather'
# Describe the temperature columns
print(____)
# Create a box plot of the temperature columns
____.plot(kind='box')
# Display the plot