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I have the premiered column where I want to remove the year and only keep the season. Example: "winter 2021" to become "winter" .

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2 Answers 2

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Try

df['Column'] = df['Column'].str.replace('\d+', '')

this will remove all digits in the column

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Try something like this Regular expression to_replace

df = pd.DataFrame({'A': ['bat', 'foo', 'bait'],
                   'B': ['abc', 'bar', 'xyz']})
df.replace(to_replace=r'^ba.$', value='new', regex=True)

...
        A    B
0   new  abc
1   foo  new
2  bait  xyz

In your case it will be:

df.replace(to_replace=r'^Fa.$', value='Fall', regex=True)
...
...

For future, I suggest refer here about regular expressions: https://docs.python.org/3/library/re.html

Note: ^ (Caret.) Matches the start of the string, and in MULTILINE mode also matches immediately after each newline.

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