Backup of modules and macros for my Insight Data Science SV 2016A project.

• Resulting app: http://fanguard.xyz/
• Explanation of algorithm: slides

• AnaFunc.py: High-level and drawing functions
• dfmaker.py: Functions for constructing dataframes, modifying cleaned data, etc.
• modelmaker.py: Vocabulary and model creation, CV and training lower-level functions

• postGather.py: Functions to gather posts from the Tumblr API (employs pytumblr)
• cleaners.py: Cleaning functions

• AuthorTest.ipynb: Testing effects of repeat authorship on model
• DataGather.ipynb: Gathering posts from 9 separate content sources, cleaning, and storing to MySQL database.
• Model_SpoilerFilter_CV.ipynb: Cross-validation of models and optimization of parameters.
• Model_Train_PreFilter.ipynb: Training for Pre-Filter vocabulary and check for accuracy.
• Model_Train_SpoilerFilter.ipynb: Training of Spoiler Filter, check for accuracy (ROC), with diagnostic plots.