In Chapter 2 of Text Mining with R, the authors introduce sentiment analysis. Your task is to reproduce and extend that example. Step 1 — Reproduce the Base Example Obtain the primary example code from Chapter 2. Create a Quarto (.qmd) file that successfully runs this code. Include a proper citation to the book and the original example code. Step 2 — Extend the Analysis Extend the original example in two ways: Use a different text corpus of your choosing (e.g., news articles, book reviews, speeches, social media, etc.). Add at least one additional sentiment lexicon, which may come from: Another R package, or A lexicon you locate through external research. You should clearly explain how the results differ from the original example.