groupby two columns based on third column values

Question

I have a dataset like this

df = pd.DataFrame({\'time\':[\'13:30\', \'9:20\', \'18:12\', \'19:00\', \'11:20\', \'13:30\', \'15:20\', \'17:12\', \'16:00\', \'8:20\'