The second table contained sentiment scores for each indexed position [e.g. (index, SentimentScores)].
Tweets for drugs that contained sentiment were more likely to be positive sentiment, apart from tweets for Novantrone and Tysabri (23 33% for drugs apart from Novantrone (16%), all tweet data; 24 31% for drugs apart from Novantrone (17%) and Tysabri (28%), after filtering for company names and stock/share tweet data).
In January, Russian authorities were reported to have burned 53 books and removed more than 500 other volumes from two university libraries in the north-western Komi republic, on the grounds that they contained sentiments "alien to Russian ideology".
A part of usernames contains sentiment words and are even contained by our sentiment dictionary.
In Chinese micro-blog message sentiment analysis, sentences are generally made up of sentiment phrases which contain sentiment words and its modifier.
Before classification, the "noisy" data should be deleted as following: 1) Deleting username and URL A part of usernames contains sentiment words and are even contained by our sentiment dictionary.
As neutral (objective) sentences do not contain sentiments, we assumed, in the case of these 2-class methods, that sentences with undefined polarities are equivalent to neutral sentences.
In addition, video messages containing sentiments of support from Savage and his partner Terry Miller, along with hopeful messages from celebrities -- including Adam Levine, Zachary Quinto, Margaret Cho, Chaz Bono, "Jersey Shore's" Vinny Guadagnino, Dave Holmes, Sia and Jake Shears -- will be included in the hour-long special.
Regarding sentiment and its connection to future returns, the early studies, such as Solt and Statman (1988) and Clarke and Statman (1998), rather explore the genesis of the expectations contained in sentiment and come to mixed results.
This means that the choice of a view distribution with a positive mean is not only reasonable, because the corresponding pick is expected to generate a positive return by incorporating the information contained in sentiment, but also empirically generates a higher Sharpe ratio.
I think it is beautiful and contains a sentiment worthy of the occasion for which it was written.
