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1. preprocess.py preprocess.py

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   # Only blind audtion's videos

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   participants = participants[participants.title.str.contains('Blind Audition | The Voice of Mongolia S2', regex=False)]

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   # Drop same title

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   participants['title'] = participants.title.str.replace("| Blind Audition | The Voice of Mongolia S2", "", regex=False)