I have a data frame consisting of lists as elements. I want to subtract a value from each list and create a new column.My code:
df = pd.DataFrame({'A':[[1,2],[4,5,6]]})df A0 [1, 2]1 [4, 5, 6]# lets substract 1 from each listval = 1df['A_new'] = df['A'].apply(lambda x:[a-b for a,b in zip(x[0],[val]*len(x[0]))],axis=1)
Present solution:
IndexError: index 3 is out of bounds for axis 0 with size 2
Expected solution:
df A A_new0 [1, 2] [0, 1]1 [4, 5, 6] [3, 4, 5]