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In Music and Sentiment he turns to the big subject of how music performs its miracles, but, characteristically, he focuses on a seemingly limited aspect of it: "how the change in representing sentiment in music was developed, and what it could mean for the conception of music".
Each word in the lexicon has assigned a value representing sentiment in the range of −100 (most negative) to 100 (most positive).
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These measures are condensed into a common factor, which represents sentiment regarding international stock markets.
Each row in above matrix represents a QQ zone users; each column represents sentiment values in a certain period.
Nodes represent users in the social network (the gray node represents the focal user), arrows represent the follower relationships, and numbers inside of nodes represent sentiment expression history (numbers of positive and negative sentiments expressed at given time; neutral sentiments are also counted, though we do not depict them here).
So the sentiment of the country favors Democrats by 6percentt and the press reports only the pollster construct of right leaning likely voters as representing the sentiment of the nation.
As for the comments about Congress — maybe they are actually representing the sentiments of their constituents.
And the actions of a thuggish few are increasingly viewed as representing the sentiments of entire nations and religions.
"Art has always played a significant role when it comes to representing the sentiments of the populous, and this particular exhibit aims to reflect a true mirror of how many American women are feeling right now," Cesarine said. .
The numbers in brackets represent the sentiment values taken from the sentiment lexicon.
As our sentiment measure, which is extracted from many different financial variables, is supposed to represent the sentiment of the whole 'crowd of investors', we, therefore, treat it as highly valuable, discretionary information on future market movements, and aim to fully benefit from its informational value.
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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