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Each word w in the summation contributes to the sentiment difference between the texts according to (1) its sentiment relative to the reference text ((+/- = mbox{more/less positive})), and (2) its change in frequency of usage ((uparrow/downarrow= mbox{more/less frequent})).
We consider both the sentiment difference and frequency difference components of (delta h_{text{ANEW}} (w)) by writing each term of Eq. (1) as in [14]: delta h_{text{ANEW}} (w) = 100 frac{ h_{text{ANEW}} (w) - h_{text{ANEW}}^{text{ref}} }{ h_{text{ANEW}} ^{text{comp}} - h_{text{ANEW}} ^{text{ref}}} bigl[ p(w) ^{text{comp}} - p (w)^{text{ref}} bigr].
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Figure 7 Emotion and sentiment differences in high vs. low ILI seasons across 31 military locations.
Despite these limitations, due to the size of analyzed dataset, we believe our conclusions regarding emotion and sentiment differences between military and control populations, ILI-Affect correlations, and cross-correlations are accurate.
One crucial gauge of investor sentiment, the difference between what France pays to borrow versus what Germany pays, has doubled since the beginning of October, and last week reached its widest point since the formation of the euro currency zone in 1999.
Sentiment of different communities shows perceivable differences in their leanings towards different topics.
Senate sentiment is different.
By applying automatic topic extraction and lexicon-based sentiment analysis, significant differences between the two echo chambers are found, leading to different perceptions of the same topics.
But the plausibility of this claim varies depending on the "distance" of the value from the sentiment, and the differences among sentiments.
We begin this section with our novel findings on sentiment and emotion differences in social media data between military and non-military populations (i.e, the Comparison Dataset).
Claridge feels that the tight amalgam of faces ... and even the crepey skin on elderly hands, which have become the objects of worship, push the theme over the edge from idealistic tolerance into gooey sentiment, where human differences seem caught up in a magical moment of dispensation from the Light.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com