convert pandas float series to int
Solution 1:
The regular python int function only works for scalars. You should either use a numpy function to round the data, either
s = np.round((s - s % bucket_size) / bucket_size) #to round properly; or
s = np.fix((s - s % bucket_size) / bucket_size) #to round towards 0
and if you actually want to convert to an integer type, use
s = s.astype(int)
to cast your array.