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Sentiment Analysis of Twitter Data

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Figure

Table 2: Part of the dictionary of emoticons
Figure 1: Tree kernel for a synthesized tweet: “@Fernando this isn’t a great day for playing the HARP! :)”
Table 4: Nrefers to set of features whose value is a positive integer. They are primarily count features; for example,count of number of positive adverbs, negative verbs etc
Table 8: Average and standard deviation for test accuracyfor the 3-way classification task using different models:Unigram (baseline), tree kernel, Senti-features, unigramplus Senti-features, and Senti-features plus tree kernels.

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