After getting a general feel for the average sentiment of each film through the word cloud
visualizations, I wanted to see how the sentiment changes over the duration of the film. The
following line graph represent the change in sentement from start to finish. I have
highlighted important turning points in the commentary on the right to add more context to
the charts.
Sentiment analysis requires a high amount of computing power and takes a
long time to run.
This particiular graph took around 45 minutes to generate. Due to lack of computing power
and time I could only perform this analysis on one movie. I chose The Exorcist, because I
wanted to see how positive and negative sentiment changed as Reagan became more evil.