arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1808.06110cs.CL

Emoji Sentiment Scores of Writers using Odds Ratio and Fisher Exact Test

UAE University(阿联酋大学)

Jose Berengueres

英文摘要:

The sentiment of a given emoji is traditionally calculated by averaging the ratings {-1, 0 or +1} given by various users to a given context where the emoji appears. However, using such formula complicates the statistical significance analysis particularly for low sample sizes. Here, we provide sentiment scores using odds and a sentiment mapping to a 4-icon scale. We show how odds ratio statistics leads to simpler sentiment analysis. Finally, we provide a list of sentiment scores with the often-missing exact p-values and CI for the most common emoji.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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