Pride, Love, and Twitter Rants: Combining Machine Learning and Qualitative Techniques to Understand What Our Tweets Reveal about Race in the US

Pride, Love, and Twitter Rants: Combining Machine Learning and Qualitative Techniques to Understand What Our Tweets Reveal about Race in the US

<i>Objective</i>: Describe variation in sentiment of tweets using race-related terms and identify themes characterizing the social climate related to race. <i>Methods</i>: We applied a Stochastic Gradient Descent Classifier to conduct sentiment analysis of 1,249,653 US tweets...

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Bibliographic Details
Main Authors: Thu T. Nguyen, Shaniece Criss, Amani M. Allen, M. Maria Glymour, Lynn Phan, Ryan Trevino, Shrikha Dasari, Quynh C. Nguyen
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:International Journal of Environmental Research and Public Health
Subjects:
social media
minority groups
discrimination
big data
content analysis
Online Access:https://www.mdpi.com/1660-4601/16/10/1766

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https://www.mdpi.com/1660-4601/16/10/1766

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