dependencies.txt -- Project dependencies

keywords.txt -- List of keywords used to search for relevant threads
get_submissions.py -- Module for getting submission id's that match keywords in keywords.txt
submission_id.pkl -- Submission Id's for threads used in the analysis	
main_reddit_data.py -- Run this to scrape comments from the threads in submission_id.pkl. Stores comments in sqlite  database (see dropbox link)

setup_data_index.py -- Modules for preprocessing comments, setting features, setting dataframes and indices
setup_db.py -- Module for DB schema and function calls
stoplist.pkl -- stopwords used in the analysis
main_tunemodels.py -- Run this to tune to optimal number of topics for the topic models (this may be slow)
num_topics.pkl -- Results from main_tunemodels.py used in this analysis	(use this to avoid running main_tunemodels.py)
main_dataframes.py -- Run this to create dataframes for classification

setup_experiments.py -- Functions for constructing dataframes and model building. Not well documented
analysis.py -- functions for training and testing the classifiers, and generating sock rankings. Not documented