The cars data are loaded in the df variable. Your tasks are:

1. Output the dimensionality (number of rows and columns) of the df dataframe.
2. Output general information on the dataframe (memory usage, columns, number of non-null values).
3. Output the descriptive statistics (mean, median, quartiles) of numberical columns of the df.