Status for today. Continuing to work on making model comparison results consistent and adding features.
Consolidated code to pull out needing to call the vectorizer and how the data is split and pulled.
Reworked code so X is vectorized before its stored. Also applied random_state parameter so can setup consistancy in how train/test is split.