Analyzing Public Conversations About Heart Disease and Heart Health on Facebook From 2016 to 2021: Retrospective Observational Study Applying Latent Dirichlet Allocation Topic Modeling
Analyzing Public Conversations About Heart Disease and Heart Health on Facebook From 2016 to 2021: Retrospective Observational Study Applying Latent Dirichlet Allocation Topic Modeling
Haoning Xue
1
, MA ;
Jingwen Zhang
1, 2
, PhD ;
Kenji Sagae
3
, PhD ;
Brian Nishimine
1
;
Yoshimi Fukuoka
4
, PhD
1
Department of Communication, University of California, Davis, CA, United States
2
Department of Public Health Sciences, University of California, Davis, Davis, CA, United States
3
Department of Linguistics, University of California, Davis, CA, United States
4
Department of Physiological Nursing, University of California, San Francisco, CA, United States
Corresponding Author:
-
Haoning Xue, MA
-
Department of Communication
-
University of California
-
One Shields Avenue
-
Davis, CA, 95616
-
United States
-
Phone:
1 5303048532
-
Email: hnxue@ucdavis.edu