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

Objective: Describe variation in sentiment of tweets using race-related terms and identify themes characterizing the social climate related to race. Methods: We applied a Stochastic Gradient Descent Classifier to conduct sentiment analysis of 1,249,653 US tweets using race-related terms from 2015–20...

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Detalles Bibliográficos
Autores principales: Nguyen, Thu T., Criss, Shaniece, Allen, Amani M., Glymour, M. Maria, Phan, Lynn, Trevino, Ryan, Dasari, Shrikha, Nguyen, Quynh C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6571562/
https://www.ncbi.nlm.nih.gov/pubmed/31109051
http://dx.doi.org/10.3390/ijerph16101766

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6571562/
https://www.ncbi.nlm.nih.gov/pubmed/31109051
http://dx.doi.org/10.3390/ijerph16101766

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