Examining Sentiment and Depression in Survivors of Intimate Partner Violence: Scripting and transformation to support analysis
Thanks for coming to review or expand upon the analysis we performed on interview transcriptions in support of work presented at the Computational Linguistics and Clinical Psychology 2017 workshop.
Our text analysis work was done in R, using the tm text-mining package, and the Syuzhet sentiment analysis package. The two scripts "Sentiment Analysis.R" and "Top Ten Words.R" show the basic extraction work that was done to the interview transcriptions.
Statistical analysis was performed in SAS; visualization was assisted by the Python library Seaborn.
Pull requests and suggestions are welcomed - please let us know if you should use any of this code, which is released here under an MIT license, in your own work!
Rich Brandt