By Max Lan
Overview:
The files within include 2 Jupyter notebooks and 3 python files. Reviewers should begin by reading "News_Dataset-AWS.py" and "News_Dataset_cleaning-AWS.py", which detail the data and cleaning performed as well as the LDA model. Reviewers should then read "News_Dataset_Main.ipynb", the primary file detailing rationale, modeling, visualizations, and other considerations.
"Readability_Score-AWS.py" and "pyLDAvis.ipynb" are supporting notebooks detailing the calculation of reading score metrics and pyLDAvis visualization code, respectively.