EXERCISE Load the Shakespeare’s Hamlet from the NLTK (shakespeare-hamlet.txt). After loading the…

EXERCISE

Load the Shakespeare’s Hamlet from the NLTK (shakespeare-hamlet.txt). After loading the data, perform the following operations on the data. Submit the notebook that does the tasks described below.
1. Explore the data using Regular Expressions and show the following words from the text. This processing can be done naively.
a. Words containing 2 vowels characters
b. Words that contain a hyphen
c. Words in their present progressive form (ends in -ing)
d. Words in their superlative form (ends in -est) e. Words at the end of the sentence (next to sentence ending punctuations)
2. Tokenize the data using Penn Tree Bank Tokenization
3. Apply case folding on the tokens
4. Lemmatize the case folded tokens using Word Net Lemmatizer
5. From the lemmatized tokens, calculate the following metrics
a. Word type (Number of unique tokens)
b. Word Token (Number of tokens)

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