spaCy - Doc.noun_chunks Property

This doc property is used to iterate over the base noun phrases in a particular document. If the document has been syntactically parsed, then this property will yield base noun-phrase Span objects.

Example 1

An example of Doc.noun_chunks property is as follows −

import spacy
nlp_model = spacy.load("en_core_web_sm")
doc = nlp_model("The website is Tutorialspoint.com.")
chunks = list(doc.noun_chunks)
chunks[0].text

Output

The output is mentioned below −

'The website'

Example 2

Here is an example of Doc.noun_chunks property −

chunks[1].text

Output

'Tutorialspoint.com'