Related Experiment Video
Updated: Jun 16, 2026
06:45
Loneliness Assuaged: Eye-Tracking an Audience Watching Barrage Videos
Published on: May 29, 2020
Understanding Loneliness Through Analysis of Twitter and Reddit Data: Comparative Study
Hurmat Ali Shah1, Mowafa Househ1
1Hamad Bin Khalifa University, Doha, Qatar.
Interactive Journal of Medical Research
|March 14, 2025
Summary
Social media platforms like Twitter and Reddit reveal similar loneliness themes, with Reddit offering deeper personal insights and Twitter a broader topic range. This comparative analysis aids future loneliness research.
Area of Science:
- Computational Social Science
- Public Health Informatics
- Natural Language Processing
Background:
- Loneliness is a significant global public health concern with wide-ranging mental, physical, and economic impacts.
- Understanding the multifaceted nature of loneliness is crucial for developing effective interventions.
- Social media platforms offer vast datasets for studying public sentiment and experiences related to loneliness.
Purpose of the Study:
- To comparatively analyze expressions of loneliness on Twitter and Reddit, two distinct social media platforms.
- To identify common themes and differences in how loneliness is discussed across these platforms.
- To leverage natural language processing for insights into user-generated content regarding loneliness.
Main Methods:
- Collected global loneliness-related data from Twitter (100,000 tweets) and Reddit (10,000 posts) in October 2022 and March 2023.
- Utilized natural language processing (NLP) tools, including the Valence Aware Dictionary for Sentiment Reasoning (VADER) from NLTK.
- Performed quantitative analysis of topic occurrences and sentiment, alongside qualitative thematic analysis of keywords and phrases.
Main Results:
- Both Twitter and Reddit discussions showed similar overarching themes and categories related to loneliness.
- Reddit content focused predominantly on personal-emotional aspects of loneliness, offering deeper insights.
- Twitter discussions encompassed a wider array of topics, including social and political dimensions, alongside personal-emotional themes.
Conclusions:
- Reddit provides rich, detailed insights into loneliness expression, albeit with less thematic diversity.
- Twitter offers a broader scope of loneliness-related topics, reflecting diverse user concerns.
- Findings support using comparative social media analysis to understand loneliness and guide future research.
Keywords:
comparative analysishealth effectshealth informaticsisolationlonelinessloneliness informaticsloneliness interventionsloneliness theorylonelymental healthnatural language processingsocial mediatweettweetsMore Related Videos
08:53Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
Published on: May 31, 2019
09:40Measuring Neural and Behavioral Activity During Ongoing Computerized Social Interactions: An Examination of Event-Related Brain Potentials
Published on: November 15, 2014
Related Concept Videos
02:12Relationship Formation
39.5K
What do you think is the single most influential factor in determining with whom you become friends and whom you form romantic relationships? You might be surprised to learn that the answer is simple: the people with whom you have the most contact. This most important factor is proximity. You are more likely to be friends with people you have regular contact with. For example, there are decades of research that shows that you are more likely to become friends with people who live in your dorm,...
39.5K
02:57The Sense of Self: Reflected Self-Appraisal and Social Comparison
49.5K
According to Charles Cooley, we base our image on what we think other people see (Cooley 1902). We imagine how we must appear to others, then react to this speculation. We don certain clothes, prepare our hair in a particular manner, wear makeup, use cologne, and the like—all with the notion that our presentation of ourselves is going to affect how others perceive us. We expect a certain reaction, and, if lucky, we get the one we desire and feel good about it. But more than that, Cooley...
49.5K
01:37Social Loafing
34.5K
Another way in which a group presence can affect performance is social loafing—the exertion of less effort by a person working together with a group. Social loafing occurs when our individual performance cannot be evaluated separately from the group. Thus, group performance declines on easy tasks (Karau & Williams, 1993). Essentially individual group members loaf and let other group members pick up the slack. Because each individual’s efforts cannot be evaluated,...
34.5K
00:57Deindividuation
26.1K
Deindividuation is a form of social influence on an individual’s behavior such that the individual engages in unusual or non-normal behavior while in a group setting. Why? Because in these group settings, the individual no longer sees themselves as an individual anymore, disinhibiting their behavior and personal restraint.
26.1K
00:52Social Proof
27.3K
Social proof is a form of persuasion based on comparison and conformity. People compare their behavior and actions to what others are doing and will change to conform to do what their peers do.
27.3K
02:06Social Exchange Theory
34.2K
We have discussed why we form relationships, what attracts us to others, and different types of love. But what determines whether we are satisfied with and stay in a relationship? One theory that provides an explanation is social exchange theory. According to social exchange theory, we act as naïve economists in keeping a tally of the ratio of costs and benefits of forming and maintaining a relationship with others (Rusbult & Van Lange, 2003).
34.2K