Pandas Implode and Create 2 New Column based on list value

I have pandas data frame like this

Name   Col1
Foo    [A, C, B, D, E]
Bar    [G, M, O]
Baz    [E, B]

I want to change it to:

Name   New_Col1   New_Col2   
Foo    A          C
Foo    C          B
Foo    B          D
Foo    D          E
Bar    G          M
Bar    M          O
Baz    E          B

How can I do that?

>Solution :

Do two explode operations and then concat the results:

s = df.set_index('Name').Col1.str
pd.concat([s[:-1].explode(), 
           s[1:].explode()],
           axis=1)\
   .reset_index()

  Name Col1 Col1
0  Foo    A    C
1  Foo    C    B
2  Foo    B    D
3  Foo    D    E
4  Bar    G    M
5  Bar    M    O
6  Baz    E    B