python - Pandas dataframe filiter out groups of small sizes -
python - Pandas dataframe filiter out groups of small sizes -
i'm trying filter out groups of little sizes , filter function throws valueerror: negative dimensions not allowed. caan't post code it's specific , can't reproduce issue random set of data. have come across this? i've seen other post same error wasn't helpful
as work-around i'm trying same thing filter groupby , apply doesn't work expected. suggestions?
dff = pd.dataframe({'a': np.arange(8), 'b': list('aabbbbcc')}) dff['c'] = np.arange(8) def f(x): if len(x)>2: homecoming x else: homecoming none dff.groupby('b').apply(f) b b c 2 nan nan nan 3 nan nan ... b b c 2 2 b 2 3 3 b 3 4 4 b 4 5 ... c b c 2 nan nan nan 3 nan nan ... dtype: object
the problem illustration code apply
doesn't know none
when putting dataframe together. apply
function needs output same type of object every time. if homecoming pd.dataframe()
instead of none should you're looking for.
python pandas
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