Please help write a Python script that will take any text dataset and augment it in some way to expand the dataset. Possibilities include synonym replacement, which replaces words with words that mean the same thing, random inserts, swaps, and deletions, among others. Submission must include a script that will augment any text dataset within its folder. Please include a sample un-augmented dataset with your submission. .

1. Please help write a Python script that will take any text dataset and augment it in some way to
expand the dataset. Possibilities include synonym replacement, which replaces words with words
that mean the same thing, random inserts, swaps, and deletions, among others. Submission must
include a script that will augment any text dataset within its folder. Please include a sample
un-augmented dataset with your submission.