How to extract tuple values in pandas dataframe for use of matplotlib?

Here is how to unpack your tuples using zip. The * unpacks the argument list of each column.

df['A.x'], df['A.y'] = zip(*df.A)df['B.x'], df['B.y'] = zip(*df.B)>>> df.head()        A       B  A.x  A.y  B.x  B.ya  (0, 6)  (0, 0)    0    6    0    0a  (1, 8)  (1, 4)    1    8    1    4a  (2, 8)  (2, 5)    2    8    2    5a  (3, 5)  (3, 2)    3    5    3    2a  (4, 2)  (4, 4)    4    2    4    4

I think you can use indexing with str only:

df['a1'], df['a2'] = df['A'].str[0], df['A'].str[1]df['b1'], df['b2'] = df['B'].str[0], df['B'].str[1]print (df)         A       B  a1  a2  b1  b2a   (0, 5)  (0, 1)   0   5   0   1a   (1, 0)  (1, 5)   1   0   1   5a   (2, 3)  (2, 9)   2   3   2   9a   (3, 3)  (3, 8)   3   3   3   8a   (4, 7)  (4, 9)   4   7   4   9a   (5, 9)  (5, 4)   5   9   5   4a   (6, 3)  (6, 3)   6   3   6   3a   (7, 5)  (7, 0)   7   5   7   0a   (8, 2)  (8, 3)   8   2   8   3a   (9, 4)  (9, 5)   9   4   9   5b   (0, 7)  (0, 0)   0   7   0   0b   (1, 6)  (1, 2)   1   6   1   2b   (2, 8)  (2, 3)   2   8   2   3b   (3, 8)  (3, 8)   3   8   3   8b  (4, 10)  (4, 1)   4  10   4   1b   (5, 1)  (5, 3)   5   1   5   3b   (6, 6)  (6, 3)   6   6   6   3b   (7, 7)  (7, 3)   7   7   7   3b   (8, 7)  (8, 7)   8   7   8   7b   (9, 8)  (9, 0)   9   8   9   0