We examine the shared individual words from labMT with high sentiment scores and MPQA with score −1, both the happiest and the least happy in labMT with MPQA score 0, and the least happy when MPQA is 1 (Figure 2 Panels C-E).
These techniques provide some means for identifying authors with the highest sentiment and affect intensities for anger, violence, hate, etc. to be identified and selected through filters.
But this new conversational and direct style of writing did away with old-fashioned romantic language and high sentiment.
In response to a question from a reporter, John Bohannon of Science, to identify the highest and lowest sentiment locations in Manhattan, I personally looked at the sentiment map and found the highest sentiment spot to be an area of the Fort Tryon Park, and a single data area of low sentiment that overlapped with the location of the Hunter College High School.
Google says the Natural Language API is now also able to recognize more entities (and with higher accuracy) and offers improved sentiment analysis.
Some of the individuals interviewed for the wider study identified a growing "anti-wealth sentiment" among politicians, with higher taxes and increasingly onerous financial regulations.
Using these measures, we find that anti-refugee hate crimes increase disproportionally in areas with higher Facebook usage during periods of high anti-refugee sentiment online.
One big surprise is that while Brady leads all players in total volume of online chatter, the two players with the highest positive sentiments, or T-Scores in IBM parlance, are wide receivers Wes Welker and Victor Cruz (70 and 68 percent positive, respectively).
2. In the Middle East, we see a paradox: Countries with pro-American governments like Egypt, Jordan and Saudi Arabia have populations with high levels of anti-American sentiment.
