The voice of Twitter: observable subjective well-being inferred
Por um escritor misterioso
Last updated 25 dezembro 2024
As one of the major platforms of communication, social networks have become a valuable source of opinions and emotions. Considering that sharing of emotions offline and online is quite similar, historical posts from social networks seem to be a valuable source of data for measuring observable subjective well-being (OSWB). In this study, we calculated OSWB indices for the Russian-speaking segment of Twitter using the Affective Social Data Model for Socio-Technical Interactions. This model utilises demographic information and post-stratification techniques to make the data sample representative, by selected characteristics, of the general population of a country. For sentiment analysis, we fine-tuned RuRoBERTa-Large on RuSentiTweet and achieved new state-of-the-art results of F1 = 0.7229. Several calculated OSWB indicators demonstrated moderate Spearman’s correlation with the traditional survey-based net affect (rs = 0.469 and rs = 0.5332, p < 0.05) and positive affect (rs = 0.5177 and rs = 0.548, p < 0.05) indices in Russia.
Knowing the Tweeters: Deriving Sociologically Relevant Demographics from Twitter - Luke Sloan, Jeffrey Morgan, William Housley, Matthew Williams, Adam Edwards, Pete Burnap, Omer Rana, 2013
Developing insights from the collective voice of target users in Twitter, Journal of Big Data
Mathematics, Free Full-Text
Observable happiness (~270,000 users per month) and VCIOM Happiness
COVID-19 false dichotomies and a comprehensive review of the evidence regarding public health, COVID-19 symptomatology, SARS-CoV-2 transmission, mask wearing, and reinfection, BMC Infectious Diseases
Circadian mood variations in Twitter content - Fabon Dzogang, Stafford Lightman, Nello Cristianini, 2017
PDF] Sentiment Index of the Russian Speaking Facebook
WHR 23, PDF, Happiness
Daily patterns of observable PA in local time.
Innovations in Technology and Mechanisms of Change in Behavioral Interventions - Nicole R. Nugent, Sachin R. Pendse, Heather T. Schatten, Michael F. Armey, 2023
Full article: Peer-Reviewed Abstracts
Behavioral Economics of Accounting: A Review of Archival Research on Individual Decision Makers* - Hanlon - 2022 - Contemporary Accounting Research - Wiley Online Library
PDF) Pulse of the Nation: Observable Subjective Well-Being in Russia Inferred from Social Network Odnoklassniki
PDF) Inferring social behavior and interaction on twitter by combining metadata about users & messages
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