The idea of their benefit generates sympathetic pleasure, increasing the sentiment of approbation (T, 364 65).
Other ecological cues may be equally important, such as the presence of coalitional warfare or resource scarcity, which might increase the negative sentiments elicited by newcomers (Sosis et al. 2007).
As our first step, we apply the doc2vec model to the StockTwits dataset to see if it can increase the accuracy of sentiment prediction for stock market writers.
A shift toward the bullish end of the sentiment spectrum could increase the buying pressure on the security.
Their results show that expressing negative sentiment has an adverse effect on the follower count, whereas expressing positive sentiment helps to increase the latter.
It can be noticed that the accuracy increased when the sentiment normalisation had been applied, indicating that the normalization function expresses more accurately the intensity of the sentiment of messages in comparison to the sum function.
From all 3 specification, it is clear that, holding the aforementioned observables constant, moving from 1995 to 2003 results in a strong increase in the sentiment that immigrants increase crime rates.
The recent events have certainly increased the anti-red sentiment but those who oppose the red shirts do not automatically support the yellow shirts.
Finally, for increasing the decisional usefulness of sentiment mining reports, they should be accompanied by external validity reports and software and service providers in this field should incorporate these in their offerings.
But since his time, Pakistan's competing politicians, like its intelligence services, have repeatedly appealed to Muslim identity and Islamist sentiment, increasing the political power of those ideas.
