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More complex syntactic rules govern seemingly conflicting cases such as "holiday hell" or "abuse helpline" that make sense to people but can confuse computers.By applying and analysing emotional labels, the software can construct sentiment scores for the concepts mentioned in the text, as a combination of positive, negative and neutral results.
(2012) use proxies for investor sentiment to construct sentiment indexes that explain future stock returns.
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We validate the effectiveness of the method on our constructed sentiment dataset.
Even as he admits that a national 'we' and a foreign 'they' are constructed sentiments, he welcomes these constructions in light of the "progressive" potential of "nationhood" and "a national feeling of belonging".
To perform Twitter sentiment analysis, we construct a sentiment classifier from the training data.
First, we introduce the sentiment measures that are used to construct the sentiment indexes.
In unreported robustness tests, we also construct the sentiment measures with cutting points of –20% and 20% for a 3-month MSCI-ACWI return, and the main results still hold.
Constructing a sentiment indicator out of mutual fund exchange data is straightforward.
Finally, we constructed a sentiment lexicon of emojis, increasingly often used in social media communications [32].
Observe that this approach to constructing a sentiment lexicon is far from perfect.
Analogously to Baker and Wurgler (2006), we construct a monthly sentiment index out of these proxies for EU, JP, and UK.
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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