How can we find the summary statistics of a Pandas dataframe?

The describe() method of a dataframe returns description of the data in the DataFrame.

If the DataFrame contains numerical data, the description contains these information for each column:

count - The number of null values
mean - The mean value
std - The standard deviation
min - the minimum value
25% - The 25% percentile
50% - The 50% percentile
75% - The 75% percentile
max - the maximum value