Sentiment analysis of tweets on soda taxes
Objective: This study assessed people's sentiments toward soda taxes in the United States
based on social media posts on Twitter. Design: We designed a search algorithm to …
based on social media posts on Twitter. Design: We designed a search algorithm to …
[HTML][HTML] National substance use patterns on Twitter
Purpose We examined openly shared substance-related tweets to estimate prevalent
sentiment around substance use and identify popular substance use activities. Additionally …
sentiment around substance use and identify popular substance use activities. Additionally …
[图书][B] Applications in sentiment analysis and machine learning for identifying public health variables across social media
EM Clark - 2019 - search.proquest.com
Twitter, a popular social media outlet, has evolved into a vast source of linguistic data, rich
with opinion, sentiment, and discussion. We mined data from several public Twitter …
with opinion, sentiment, and discussion. We mined data from several public Twitter …
[HTML][HTML] Using twitter to examine smoking behavior and perceptions of emerging tobacco products
Background: Social media platforms such as Twitter are rapidly becoming key resources for
public health surveillance applications, yet little is known about Twitter users' levels of …
public health surveillance applications, yet little is known about Twitter users' levels of …
Computational content analysis of negative tweets for obesity, diet, diabetes, and exercise
Social media based digital epidemiology has the potential to support faster response and
deeper understanding of public health related threats. This study proposes a new framework …
deeper understanding of public health related threats. This study proposes a new framework …
[HTML][HTML] Understanding socio-cultural factors related to obesity: Sentiment analysis on related tweets
DS West - Online journal of public health informatics, 2019 - ojphi.jmir.org
Objective We aim to better understand socio-cultural factors (ie, attitudes or perceptions of
cultural groups) associated with food consumption and weight loss via sentiment analysis on …
cultural groups) associated with food consumption and weight loss via sentiment analysis on …
[HTML][HTML] Identifying key target audiences for public health campaigns: Leveraging machine learning in the case of hookah tobacco smoking
Background Hookah tobacco smoking (HTS) is a particularly important issue for public
health professionals to address owing to its prevalence and deleterious health effects …
health professionals to address owing to its prevalence and deleterious health effects …
[HTML][HTML] Examination of the public's reaction on Twitter to the over-turning of Roe v Wade and abortion bans
The overturning of Roe v Wade reinvigorated the national debate on abortion. We used
Twitter data to examine temporal, geographical and sentiment patterns in the public's …
Twitter data to examine temporal, geographical and sentiment patterns in the public's …
A text-mining analysis of the public's reactions to the opioid crisis
EM Glowacki, JB Glowacki, GB Wilcox - Substance abuse, 2018 - journals.sagepub.com
Background Opioid abuse has become an epidemic in the United States. On August 25,
2016, the former Surgeon General of the United States sent an open letter to care providers …
2016, the former Surgeon General of the United States sent an open letter to care providers …
[HTML][HTML] Temporal variability of problem drinking on Twitter
Twitter is a micro-blogging application, which is commonly used as a way for individuals to
maintain social connections. Social scientists have also begun using Twitter as a data …
maintain social connections. Social scientists have also begun using Twitter as a data …