CODEWITHSUNDEEP
pythonpandasdata-cleaning
Shivam Sinha
Shivam Sinha

Reputation: 23

Equal spacing in all the strings of the columns in python

I have more than 1.400.000 rows of data in an Address column.

3, clive row, calcutta
3 , clive row,calcutta
3,clive row , calcutta

Spacing between the strings are uneven and I want all of them in the same format as below:

3, clive row, calcutta

How can this be done?

Upvotes: 1

Views: 254

Answers (1)

Mustafa Aydın
Mustafa Aydın

Reputation: 18315

One way is to replace any spaces before & after a comma and comma itself with ", ":

df.Address = df.Address.str.replace(r"\s*,\s*", ", ", regex=True)

another way is to split over possible spaces before & after comma and comma itself and then join with ", ":

df.Address = df.Address.str.split(r"\s*,\s*").str.join(", ")

to get

>>> df.Address

0    3, clive row, calcutta
1    3, clive row, calcutta
2    3, clive row, calcutta
Name: Address, dtype: object

Upvotes: 1

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