Skip navigation
Skip navigation

"It's Modern Day Presidential! An Evaluation of the Effectiveness of Sentiment Analysis Tools on President Donald Trump's Tweets"

Masterton Perry, Ann; Nurmikko-Fuller, Terhi; Nunes, Bernardo Pereira

Description

This paper reports on an evaluation of five commonly used, lexicon-based sentiment analysis tools (MeaningCloud, ParallelDots, Repustate, RSentiment for R, SentiStrength), tested for accuracy against a collection of Trump's tweets spanning from election day November 2016 to one year post inauguration (January 2018). Repustate was found to be the most accurate at 67.53%. Our preliminary analysis suggests that this percentage reflects Trump's frequent inclusion of both positive and negative...[Show more]

CollectionsANU Research Publications
Date published: 2019
Type: Conference paper
URI: http://hdl.handle.net/1885/209849
Source: Proceedings of the 21st International Conference on Enterprise Information Systems (ICEIS 2019)
DOI: 10.5220/0007759306440651
Access Rights: Open Access

Download

File Description SizeFormat Image
01_Masterton+Perry_%22It%27s_Modern_Day_Presidential%21_2019.pdf315.68 kBAdobe PDFThumbnail


This item is licensed under a Creative Commons License Creative Commons

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator