json validate

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1function IsJsonString(str) {
2    try {
3        JSON.parse(str);
4    } catch (e) {
5        return false;
6    }
7    return true;
8}

1import numpy as np
2df['first_five_Letter']=df['Country (region)'].str.extract(r'(^w{5})')
3df.head()
4

1S=pd.Series(['Finland','Colombia','Florida','Japan','Puerto Rico','Russia','france'])
2[itm[0] for itm in S.str.findall('^[Ff].*') if len(itm)>0]
3

1**Output:** ['Finland', 'Florida', 'france']
2

1#convert column to string
2df['movie_title'] = df['movie_title'].astype(str)
3
4#but it remove numbers in names of movies too
5df['titles'] = df['movie_title'].str.extract('([a-zA-Z ]+)', expand=False).str.strip()
6df['titles1'] = df['movie_title'].str.split('(', 1).str[0].str.strip()
7df['titles2'] = df['movie_title'].str.replace(r'\([^)]*\)', '').str.strip()
8print df
9          movie_title      titles      titles1      titles2
100  Toy Story 2 (1995)   Toy Story  Toy Story 2  Toy Story 2
111    GoldenEye (1995)   GoldenEye    GoldenEye    GoldenEye
122   Four Rooms (1995)  Four Rooms   Four Rooms   Four Rooms
133   Get Shorty (1995)  Get Shorty   Get Shorty   Get Shorty
144      Copycat (1995)     Copycat      Copycat      Copycat
15

1# Get countries starting with letter P
2S=pd.Series(['Finland','Colombia','Florida','Japan','Puerto Rico','Russia','france'])
3S[S.str.match(r'(^P.*)')==True]
4

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