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This type of sentiment occurred almost exclusively among Caucasian respondents from middle- and upper-middle-class backgrounds.
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We find that the effects of neighborhood size and exposure intensity are qualitatively very different depending on the type of sentiment.
Sen. Ron Wyden, D-Ore., who has staunchly supported reigning in intelligence agencies, called the slur in the memo "appalling," but went on to say it would be "even more troubling" if that type of sentiment were informing intelligence activities.
When looking back at times in which there was a high degree of certainty about the future, we typically identify that type of sentiment as the symptom of a pending market bubble and precursor to a period of smaller equity returns.
Who among us hasn't visited moments (for some, every night) when our longing to escape the clutches of a sleepy child has prompted the type of sentiments Mansbach uses in his take on a children's bedtime story?
Those are the type of sentiments that keep players in line, keep them playing selflessly and keep them diving on the floor for their team, and LeBron knows that.
This type of optimistic media sentiment often has bearish implications from a contrarian perspective.
Of the four corpora that we analyze, three rely on this type of qualitative analysis: using the sentiment dictionary as a tool to better understand the sentiment of the corpora rather than as a binary classifier.
Some have algorithmic means to overlay some type of sentiment analysis but this capability is still largely rudimentary - typically counting measures such as 'fans', 'likes' and 'shares' as a proxy for engagement.
The compilation of these factors, plus all relevant information that has been disseminated, creates a certain type of sentiment (i.e. bullish and bearish) and a corresponding number of buyers and sellers.
Either way, sentiment has changed rapidly since that rainy night in 2010 and investors and commentators are now creating a new type of sentiment themselves.
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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