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fclesio/convert-stopwords-removal.py

Created July 3, 2019 10:38
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convert-stopwords-removal.py
# Convert the lyrics to string to not break the posterior converts
df_raw_lyrics['lyric'] = df_raw_lyrics['lyric'].astype(str)
# Remove all stopwords
df_raw_lyrics['lyric'] = df_raw_lyrics['lyric']\
.apply(lambda x: ' '.join([item for item in x.lower()\
.split() if item not in stoplist]))
# Quick check
df_raw_lyrics.head(5)
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