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

Abstract

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.

Tasks

Reproductions