Computing similarity of Pink Floyd songs

In this final exercise, you have been given lyrics of three songs by the British band Pink Floyd, namely 'High Hopes', 'Hey You' and 'Mother'. The lyrics to these songs are available as hopes, hey and mother respectively.

Your task is to compute the pairwise similarity between mother and hopes, and mother and hey.

This exercise is part of the course

Feature Engineering for NLP in Python

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Exercise instructions

Create Doc objects for mother, hopes and hey.
Compute the similarity between mother and hopes.
Compute the similarity between mother and hey.

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Create Doc objects
mother_doc = nlp(____)
hopes_doc = nlp(____)
hey_doc = nlp(hey)

# Print similarity between mother and hopes
print(mother_doc.____(hopes_doc))

# Print similarity between mother and hey
print(mother_doc.____(____))

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