I have a Pandas DataFrame. And I am interested in getting a particular column with only numeric characters.
For example, the column contains rows like this:
4'> delay trip
4/
4'>book flight 'trip
34
4"> book flight delay
4"
How can I strip off all non-numeric characters and have just numeric characters like this:
4
4
4
[3,4]
4
4
You have 2 different problems here:
Just chain both operations:
df[col].str.findall(r'\d').apply(lambda x: x[0] if len(x) == 1 else '' if len(x) == 0 else x)
With you example it gives:
0 4
1 4
2 4
3 [3, 4]
4 4
5 4
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