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August 11, 2025Eximia

Exploring the Societal Attitudes: A Sentiment Analysis of the Public Views on the LGBT Community Using Natural Language Processing

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Authors

CPCharis PasionKDKevin DanielJHJoseph M. A Huelgas

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Overview

Sentiment analysis reveals 47.73% positive views on LGBTQ issues in Twitter discourse, highlighting social media's dual role as an advocate and a platform for prejudice.

Key Points

  • Overall, 47.73% of tweets expressed positive sentiment towards the LGBTQ community, indicating support and advocacy.
  • The study analyzed a dataset of 29,890 tweets collected over six days, revealing four dominant themes in the discourse.
  • Utilizing natural language processing techniques, the research employed sentiment analysis and topic modeling for interpretation.
  • The findings suggest that social media serves as both a platform for visibility and a space for ongoing prejudice against marginalized groups.

Cite This Study

Pasion et al. (2025) studied this question.

synapsesocial.com/papers/68a35ef30a429f79733282ebhttps://doi.org/10.47577/eximia.v14i1.551
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