Pandas Dataframe group by week -


i have pandas dataframe contains set of fixtures of sports events on years worth of data.

i want create new column in dataframe, 'round' increments week week can work on larger set of matrices (of fixtures) round round.

import pandas pd dta = pd.read_csv(...) #read data indexeddta = dta.set_index(['date']) #index raw data. indexeddta['round'] = 0 #add in new column , give dummy value. indexeddta['round']= indexeddta.groupby(by=dta.date) #wrong

assuming need new column different integer values each week, sorted date, not care values take, can try:

import pandas   data = list(range(10)) dates = pandas.series(pandas.date_range('2013-11-01', '2013-11-10'))  df = pandas.dataframe({'dates': dates, 'data': data}) df = df.set_index('dates')  df['round'] = df.index.year * 100 + df.index.week  df

enter image description here

if incremented 1 1, maybe add:

df['round'] = df['round'].diff(1).fillna(1.) df.loc[df['round'] != 0, 'round'] = 1. df['round'] = df['round'].cumsum().astype(int)  df

enter image description here


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