python - Splitting dataframe column into equal windows in Pandas -


i have dataframe following , intend extract windows size = 30 , write loop each block of data , call other functions. 

index = pd.date_range(start='2016-01-01', end='2016-04-01', freq='d') data = pd.dataframe(np.random.rand(len(index)), index = index, columns=['random'])

i found following function, wonder if there more efficient way so. 

def split(df, chunksize = 30):      listofdf = list()     numberchunks = len(df) // chunksize + 1     in range(numberchunks):         listofdf.append(df[i*chunksize:(i+1)*chunksize])     return listofdf

you can use list comprehension. see so post how access dfs , way break dataframe.

n = 200000  #chunk row size list_df = [df[i:i+n] in range(0,df.shape[0],n)]

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