Reddit comment analysis: sentiment prediction and topic modeling using VADER and BERTopic

Reddit comment analysis: sentiment prediction and topic modeling using VADER and BERTopic

This work aims at exploring data analysis techniques applied to the social media platform Reddit, highlighting the execution of an Exploratory Data Analysis (EDA) to identify trends and patterns of interaction among users. For sentiment analysis of the comments, the VADER model ("Valence Aware...

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Bibliographic Details
Main Authors: Denilson de Oliveira Silva, Richard Matheus Avelino da Silva, Patrícia Virgínia de Santana Lima, Jéssica Cristina Pereira Batista, Sílvio Fernando Alves Xavier Júnior
Format: Article
Language:English
Published: Universidade Federal de Pernambuco (UFPE) 2024-12-01
Series:Socioeconomic Analytics
Subjects:
Sentiment Analysis
text mining
Exploratory Data Analysis
Reddit
topic modelling
Online Access:https://periodicos.ufpe.br/revistas/index.php/SECAN/article/view/265074
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https://periodicos.ufpe.br/revistas/index.php/SECAN/article/view/265074

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