Just testing to make sure everything was working correctly
Refactored Ngram Generation to make it a little more memory efficient
Multi-word analysis is recursing to the great beyond at the moment, i will need to look into that....
 updating git before leaving uni
some documentation and tex files added
progress report added aswell
Experiment excel document added
First draft of the project progress report added to the directory
In order to lemmatize the data properly i have created a file type .SWDL which contains strings in a very specific format, which can be parsed with SWDLParser this will aid in the thesaurus part of lemmatization
Lemmatization isnt working correctly, the issue arrising is that the map is not setting properly with data to iterate over
Commiting up until 13:33
Lemmatization working a little better
 the Lemmatization is now working as expected, i still need to stem the words before lemmatization however i feel the addition of this feature is a great step forward