This line extracts the first three sentences from the document and creates a summary. Here’s the breakdown:
for sent in doc.sents
: Iterates over each sentence in the documentdoc
.sent.text
: Gets the text of the sentence.[:3]
: This slices the list to get only the first three sentences." ".join(...)
: Joins the list of sentence texts into a single string, with each sentence separated by a space.
So, this code takes the first three sentences from the document and combines them into a short summary.
Summary of Both Lines:
- The first line extracts important words (keywords) from the document, filtering out non-alphabetical tokens and stop words.
- The second line creates a summary by extracting and joining the first three sentences of the document.