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!
Deze oefening maakt deel uit van de cursus
Analyzing Police Activity with pandas
Oefeninstructies
- 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.
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# 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