pandas remove all words before a specific word and get the first n words after that specific word

Clegane 0
Viewed 47

I have a dataframe like this:

df=pd.DataFrame({'caption':'hello this pack is for you: Jake Peralta. Thanks'})
df

caption
hello this pack is for you: Jake Peralta. Thanks
...
...
...

I'm trying to get the recipient's first and last name here. The format of the caption column is always the same. So delete everything before for you: and get the first 2(this number may change) words after for you:

string pandas python
3 Answers

Takes care of leading spaces in name:

>>> df.caption.str.split(".").str[0].str.split(":").str[1].str.strip()

1    Jake Peralta
Name: caption, dtype: object
the_ordinary_guy0

here is one way :

df.caption.apply(lambda st: st[st.find(":")+2:st.find(".")])

output :

0     Jake Peralta
Name: caption, dtype: object
eshirvana0

May be you can try like this

df['caption'].str.split("for you: ").str[1].str.split('.').str[0]

output:

0    Jake Peralta
1      first last
userxMkU0
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