pandas time series group by day code example

Example 1: groupby year datetime pandas

data.groupby(data.date.dt.year)

Example 2: group by month and day pandas

max_temp = dfall.groupby([(dfall.Date.dt.month),(dfall.Date.dt.day)])['Data_Value'].max()