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
,
US
2
Department of Public Health Sciences
,
University of California, Davis
,
Davis
,
CA
,
US
3
Department of Linguistics
,
University of California
,
Davis
,
CA
,
US
4
Department of Physiological Nursing
,
University of California
,
San Francisco
,
CA
,
US
Corresponding Author:
-
Haoning Xue, MA
-
Department of Communication
-
University of California
-
One Shields Avenue
-
Davis, CA
-
US
-
Phone:
1 5303048532
-
Email: hnxue@ucdavis.edu