CODEWITHSUNDEEP
pythontokenspacy
Giorgi
Giorgi

Reputation: 73

How to set spacy parameters true or false?

I only want to see words where is_alpha is true and is_stop is false and at the end i would like to store the lemma version of the word. Thank you :)

import spacy
 
nlp = spacy.load("en_core_web_sm")
doc = nlp("Apple is looking at buying U.K. startup for $1 billion")
 
for token in doc:
    print(token.text, token.lemma_, token.pos_, token.tag_, token.dep_,token.shape_, token.is_alpha == True, token.is_stop == False )

Upvotes: 1

Views: 166

Answers (1)

Wiktor Stribiżew
Wiktor Stribiżew

Reputation: 626758

You can use a list comprehension like

import spacy
nlp = spacy.load("en_core_web_sm")
doc = nlp("Apple is looking at buying U.K. startup for $1 billion")
print( [t.lemma_ for t in doc if t.is_alpha and not t.is_stop ] )

Output:

['Apple', 'look', 'buy', 'startup', 'billion']

Here, if the token only consists of letters and is not a stopword (if t.is_alpha and not t.is_stop) the token lemma is returned (t.lemma_).

Upvotes: 2

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