You Must Allow Me To Tell You How Ardently I Admire and Love Natural Language Processing

It is a truth universally acknowledged that sentiment analysis is super fun, and Pride and Prejudice is probably my very favorite book in all of literature, so let's do some Jane Austen natural language processing. Project Gutenberg makes e-texts available for many, many books, including Pride and Prejudice which is available here. I am using the plain text UTF-8 file available at that link for this analysis. Let's read the file and get it ready for analysis. The plain text file has lines that are just over 70 characters long.