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richashworth/spacy-lemmas-example.py

Created September 10, 2021 14:54
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spacy-lemmas-example.py
climate_change_forms = ["The facts about climate change",
"Changes in our climate",
"The climate is changing rapidly",
"Because the climate has changed,"]
df = DataFrame(climate_change_forms, columns=["Text"])
df['Lemmas'] = list(map(lambda x: ' '.join(list(map(lambda y: y.lemma_, nlp(x)))), climate_change_forms))
HTML(df.to_html(index=False))
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