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How to do MultiLabelBinarizer with one to many dictionary

on

This is my data

No  Text                    
1   You are smart
2   You are beautiful
3   I am very smart
4   I love smart girl

I want to return column Subject as 1 if the sentence contains You are, or I am, 0 otherwise and columns smart as smart if the sentence contains smart

My expected output

No  Text                   Subject  smart               
1   You are smart          1        1      
2   You are beautiful      1        0
3   I am very smart        1        1
4   I love smart girl      0        1

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