$00$:$41$:$02$

$3$ MARKS

What is the total number of words after removing the

stopwords present in the given data

i$.$ Run the following code to load the data in a variable

import nltk

nltk$.$download$(\text{'}$brown$\text{'})$

from nltk$.$corpus import brown

data$=$brown.raw$($brown$.$fileids$()[1])$

ii$.$ Tokenize the data using below code :

a$=$brown.words$($brown$.$fileids$()[1])$

iii. Convert the list of words into lowercase

iv$.$ Remove the stopwords with punctuations and $[\text{'}--\text{'},\text{'}``\text{'},"\text{'}\text{'}"]$

v$.$ Find the total number of words after removing the

stopwords.