df = pd.DataFrame({'A':[0, 2, 2, 4, 9, 10, 15, 8, 7, 4],
'B':['One', 'One', 'Two', 'Two', 'One', 'One', 'One', 'Two', 'Two', 'One]})
# Gets descriptive data for a column, but transposes to horizontal orientation
df['A'].describe().reset_index().transpose()
# Does the same as above, but breaks out by group
df.groupby('B')['A'].describe()