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groupby year datetime pandas

data.groupby(data.date.dt.year)
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pandas group by day

df.groupby([(df.Date.dt.month),(df.Date.dt.day)])
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group by month and day pandas

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

df['date_minus_time'] = df["_id"].apply( lambda df : 
datetime.datetime(year=df.year, month=df.month, day=df.day))	
df.set_index(df["date_minus_time"],inplace=True)
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