pandas split tuple column

Joyous Jaguar answered on March 13, 2020 Popularity 8/10 Helpfulness 3/10

answer pandas split tuple column

related pandas split column with tuple

pandas split tuple column

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In [2]: df = pd.DataFrame({'a':[1,2], 'b':[(1,2), (3,4)]})

In [3]: df
Out[3]:
   a       b
0  1  (1, 2)
1  2  (3, 4)

In [4]: df['b'].tolist()
Out[4]: [(1, 2), (3, 4)]

In [5]: pd.DataFrame(df['b'].tolist(), index=df.index)
Out[5]:
   0  1
0  1  2
1  3  4

In [6]: df[['b1', 'b2']] = pd.DataFrame(df['b'].tolist(), index=df.index)

In [7]: df
Out[7]:
   a       b  b1  b2
0  1  (1, 2)   1   2
1  2  (3, 4)   3   4

Popularity 8/10 Helpfulness 3/10 Language python

Source: stackoverflow.com

Tags: pandas python

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Contributed on Apr 25 2021

Joyous Jaguar

0 Answers Avg Quality 2/10

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pandas split column with tuple

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In [2]: df = pd.DataFrame({'a':[1,2], 'b':[(1,2), (3,4)]})                                                                                                                      

In [3]: df                                                                                                                                                                      
Out[3]: 
   a       b
0  1  (1, 2)
1  2  (3, 4)

In [4]: df['b'].tolist()                                                                                                                                                        
Out[4]: [(1, 2), (3, 4)]

In [5]: pd.DataFrame(df['b'].tolist(), index=df.index)                                                                                                                                          
Out[5]: 
   0  1
0  1  2
1  3  4

In [6]: df[['b1', 'b2']] = pd.DataFrame(df['b'].tolist(), index=df.index)                                                                                                                       

In [7]: df                                                                                                                                                                      
Out[7]: 
   a       b  b1  b2
0  1  (1, 2)   1   2
1  2  (3, 4)   3   4

Popularity 9/10 Helpfulness 4/10 Language python

Source: stackoverflow.com

Tags: python pandas pa

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Contributed on Mar 13 2020

Calm Chimpanzee

0 Answers Avg Quality 2/10

pandas split tuple column

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