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Identifying Stance by Analyzing Political Discourse on Twitter

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Figure

Figure 1 shows three issue-related tweets by threeFor example, consider the issue of gun control.politicians
Table 2: Issues taken from¬ ISideWith.com and their corresponding Yes/No questions. Each issue serves as aprediction target for each politician
Table 4: Stance and Agreement Accuracy by Issue. LB uses weak local models, M1 represents party line agreement,M2 adds Twitter activity, and M3 adds higher level Twitter behaviors.

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