Rename files for clarit
Title case on output
Small tweaks
Combine two functions
Improve regex to not split words with apostrophes
Add steps to make Twitter client
Use pickle to store matrix if not already created
Add twitter functionality
for david
Debug changes to new data structures
Temp
Fix lingering bugs