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[HTML][HTML] Text mining for social science–The state and the future of computational text analysis in sociology
A Macanovic - Social Science Research, 2022 - Elsevier
The emergence of big data and computational tools has introduced new possibilities for
using large-scale textual sources in sociological research. Recent work in sociology of …
using large-scale textual sources in sociological research. Recent work in sociology of …
Social media and well-being: A methodological perspective
DA Parry, JT Fisher, H Mieczkowski, CJR Sewall… - Current Opinion in …, 2022 - Elsevier
Due to the methodological challenges inherent in studying social media use (SMU), as well
as the methodological choices that have shaped research into the effects of SMU on well …
as the methodological choices that have shaped research into the effects of SMU on well …
[PDF][PDF] The development and psychometric properties of LIWC-22
RL Boyd, A Ashokkumar, S Seraj… - Austin, TX: University …, 2022 - researchgate.net
The words that people use in everyday life tell us about their psychological states: their
beliefs, emotions, thinking habits, lived experiences, social relationships, and personalities …
beliefs, emotions, thinking habits, lived experiences, social relationships, and personalities …
How do different types and landscape attributes of urban parks affect visitors' positive emotions?
Improving the positive emotions of urban populations is essential for meeting the United
Nations Sustainable Development Goals (SDGs) of “good health and well-being” and …
Nations Sustainable Development Goals (SDGs) of “good health and well-being” and …
[HTML][HTML] Social media insights into US mental health during the COVID-19 pandemic: longitudinal analysis of Twitter data
D Valdez, M Ten Thij, K Bathina, LA Rutter… - Journal of medical …, 2020 - jmir.org
Background The COVID-19 pandemic led to unprecedented mitigation efforts that disrupted
the daily lives of millions. Beyond the general health repercussions of the pandemic itself …
the daily lives of millions. Beyond the general health repercussions of the pandemic itself …
Global evidence of expressed sentiment alterations during the COVID-19 pandemic
J Wang, Y Fan, J Palacios, Y Chai… - Nature Human …, 2022 - nature.com
The COVID-19 pandemic has created unprecedented burdens on people's physical health
and subjective well-being. While countries worldwide have developed platforms to track the …
and subjective well-being. While countries worldwide have developed platforms to track the …
[HTML][HTML] More than a feeling: Accuracy and application of sentiment analysis
J Hartmann, M Heitmann, C Siebert… - International Journal of …, 2023 - Elsevier
Sentiment is fundamental to human communication. Countless marketing applications mine
opinions from social media communication, news articles, customer feedback, or corporate …
opinions from social media communication, news articles, customer feedback, or corporate …
The social anatomy of climate change denial in the United States
D Gounaridis, JP Newell - Scientific Reports, 2024 - nature.com
Using data from Twitter (now X), this study deploys artificial intelligence (AI) and network
analysis to map and profile climate change denialism across the United States. We estimate …
analysis to map and profile climate change denialism across the United States. We estimate …
Just another day on Twitter: a complete 24 hours of Twitter data
At the end of October 2022, Elon Musk concluded his acquisition of Twitter. In the weeks and
months before that, several questions were publicly discussed that were not only of interest …
months before that, several questions were publicly discussed that were not only of interest …
Detecting topic and sentiment dynamics due to COVID-19 pandemic using social media
The outbreak of the novel Coronavirus Disease (COVID-19) has greatly influenced people's
daily lives across the globe. Emergent measures and policies (eg, lockdown, social …
daily lives across the globe. Emergent measures and policies (eg, lockdown, social …