The Python Oracle

Add column to dataframe with constant value

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Chapters
00:00 Question
00:50 Accepted answer (Score 522)
01:10 Answer 2 (Score 113)
01:31 Answer 3 (Score 89)
02:46 Answer 4 (Score 65)
03:03 Thank you

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Full question
https://stackoverflow.com/questions/2951...

Answer 1 links:
[insert]: http://pandas.pydata.org/pandas-docs/sta...

Answer 2 links:
[assign]: https://pandas.pydata.org/pandas-docs/st...
[insert]: https://pandas.pydata.org/pandas-docs/st...

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Content licensed under CC BY-SA
https://meta.stackexchange.com/help/lice...

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Tags
#python #pandas #dataframe

#avk47



ACCEPTED ANSWER

Score 557


df['Name']='abc' will add the new column and set all rows to that value:

In [79]:

df
Out[79]:
         Date, Open, High,  Low,  Close
0  01-01-2015,  565,  600,  400,    450
In [80]:

df['Name'] = 'abc'
df
Out[80]:
         Date, Open, High,  Low,  Close Name
0  01-01-2015,  565,  600,  400,    450  abc



ANSWER 2

Score 118


You can use insert to specify where you want to new column to be. In this case, I use 0 to place the new column at the left.

df.insert(0, 'Name', 'abc')

  Name        Date  Open  High  Low  Close
0  abc  01-01-2015   565   600  400    450



ANSWER 3

Score 95


Summing up what the others have suggested, and adding a third way

You can:

where the argument loc ( 0 <= loc <= len(columns) ) allows you to insert the column where you want.

'loc' gives you the index that your column will be at after the insertion. For example, the code above inserts the column Name as the 0-th column, i.e. it will be inserted before the first column, becoming the new first column. (Indexing starts from 0).

All these methods allow you to add a new column from a Series as well (just substitute the 'abc' default argument above with the series).




ANSWER 4

Score 67


Single liner works

df['Name'] = 'abc'

Creates a Name column and sets all rows to abc value