Shifts in U.S. Social Media Use, 2020-2024: Decline, Fragmentation, and Enduring Polarization
Fuente:
arXiv
Saved in:
| Main Author: | Törnberg, Petter |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Can We Fix Social Media? Testing Prosocial Interventions using Generative Social Simulation
by: Larooij, Maik, et al.
Published: (2025)
by: Larooij, Maik, et al.
Published: (2025)
Online Homogeneity Can Emerge Without Filtering Algorithms or Homophily Preferences
by: Törnberg, Petter
Published: (2025)
by: Törnberg, Petter
Published: (2025)
Polarization by Default: Auditing Recommendation Bias in LLM-Based Content Curation
by: Pagan, Nicolò, et al.
Published: (2026)
by: Pagan, Nicolò, et al.
Published: (2026)
Best Practices for Text Annotation with Large Language Models
by: Törnberg, Petter
Published: (2024)
by: Törnberg, Petter
Published: (2024)
Large Language Models Reproduce Racial Stereotypes When Used for Text Annotation
by: Törnberg, Petter
Published: (2026)
by: Törnberg, Petter
Published: (2026)
Understanding the Perceptions of Trigger Warning and Content Warning on Social Media Platforms in the U.S
by: Zhang, Xinyi, et al.
Published: (2025)
by: Zhang, Xinyi, et al.
Published: (2025)
Seeing Like a Platform
by: Törnberg, Petter, et al.
Published: (2025)
by: Törnberg, Petter, et al.
Published: (2025)
Exploring Political Ads on News and Media Websites During the 2024 U.S. Elections
by: Yoshikawa, Emi, et al.
Published: (2025)
by: Yoshikawa, Emi, et al.
Published: (2025)
Adapting Public Personas: A Multimodal Study of U.S. Legislators' Cross-Platform Social Media Strategies
by: Qi, Weihong, et al.
Published: (2025)
by: Qi, Weihong, et al.
Published: (2025)
Ideological Fragmentation of the Social Media Ecosystem: From echo chambers to echo platforms
by: Di Martino, Edoardo, et al.
Published: (2024)
by: Di Martino, Edoardo, et al.
Published: (2024)
Emergent LLM behaviors are observationally equivalent to data leakage
by: Barrie, Christopher, et al.
Published: (2025)
by: Barrie, Christopher, et al.
Published: (2025)
Shifting 'AI Policy' Preprints and Citation Trends in the U.S., U.K and E.U., and South Korea (2015-2024)
by: Suh, Simon, et al.
Published: (2025)
by: Suh, Simon, et al.
Published: (2025)
Who Attacks, and Why? Using LLMs to Identify Negative Campaigning in 18M Tweets across 19 Countries
by: Hartman, Victor, et al.
Published: (2025)
by: Hartman, Victor, et al.
Published: (2025)
Elite Political Discourse has Become More Toxic in Western Countries
by: Törnberg, Petter, et al.
Published: (2025)
by: Törnberg, Petter, et al.
Published: (2025)
Wisdom of the LLM Crowd: A Large Scale Benchmark of Multi-Label U.S. Election-Related Harmful Social Media Content
by: Wang, Qile, et al.
Published: (2026)
by: Wang, Qile, et al.
Published: (2026)
Job Satisfaction Through the Lens of Social Media: Rural--Urban Patterns in the U.S
by: Iacus, Stefano M, et al.
Published: (2025)
by: Iacus, Stefano M, et al.
Published: (2025)
The City as an Anti‐Growth Machine
by: Petter Törnberg
Published: (2026)
by: Petter Törnberg
Published: (2026)
Enduring Disparities in the Workplace: A Pilot Study in the AI Community
by: Abdulsalam, Yunusa Simpa, et al.
Published: (2025)
by: Abdulsalam, Yunusa Simpa, et al.
Published: (2025)
Cast vote records: A database of ballots from the 2020 U.S. Election
by: Kuriwaki, Shiro, et al.
Published: (2024)
by: Kuriwaki, Shiro, et al.
Published: (2024)
Polarized Patterns of Language Toxicity and Sentiment of Debunking Posts on Social Media
by: Xu, Wentao, et al.
Published: (2025)
by: Xu, Wentao, et al.
Published: (2025)
Googling the Big Lie: Search Engines, News Media, and the US 2020 Election Conspiracy
by: de León, Ernesto, et al.
Published: (2024)
by: de León, Ernesto, et al.
Published: (2024)
Passing the Turing Test in Political Discourse: Fine-Tuning LLMs to Mimic Polarized Social Media Comments
by: Pazzaglia, ., et al.
Published: (2025)
by: Pazzaglia, ., et al.
Published: (2025)
Analyzing political stances on Twitter in the lead-up to the 2024 U.S. election
by: Ibrahim, Hazem, et al.
Published: (2024)
by: Ibrahim, Hazem, et al.
Published: (2024)
Temporal Shifts and Causal Interactions of Emotions in Social and Mass Media: A Case Study of the "Reiwa Rice Riot" in Japan
by: Murata, Erina, et al.
Published: (2026)
by: Murata, Erina, et al.
Published: (2026)
iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023
by: Patel, Jay, et al.
Published: (2024)
by: Patel, Jay, et al.
Published: (2024)
Sampled Datasets Risk Substantial Bias in the Identification of Political Polarization on Social Media
by: Di Bona, Gabriele, et al.
Published: (2024)
by: Di Bona, Gabriele, et al.
Published: (2024)
Do LLMs Track Public Opinion? A Multi-Model Study of Favorability Predictions in the 2024 U.S. Presidential Election
by: Parikh, Riya, et al.
Published: (2026)
by: Parikh, Riya, et al.
Published: (2026)
Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations
by: Larooij, Maik, et al.
Published: (2025)
by: Larooij, Maik, et al.
Published: (2025)
Prompt Stability Scoring for Text Annotation with Large Language Models
by: Barrie, Christopher, et al.
Published: (2024)
by: Barrie, Christopher, et al.
Published: (2024)
A High-Scale Assessment of Social Media and Mainstream Media in Scientific Communication
by: Yang, Yang, et al.
Published: (2025)
by: Yang, Yang, et al.
Published: (2025)
The Potential Impact of AI Innovations on U.S. Occupations
by: Septiandri, Ali Akbar, et al.
Published: (2023)
by: Septiandri, Ali Akbar, et al.
Published: (2023)
Shifting Narratives: A Longitudinal Analysis of Media Trends and Public Attitudes on Homelessness
by: Irudayaraj, Akshay, et al.
Published: (2025)
by: Irudayaraj, Akshay, et al.
Published: (2025)
Concerning the Responsible Use of AI in the US Criminal Justice System
by: Moore, Cristopher, et al.
Published: (2025)
by: Moore, Cristopher, et al.
Published: (2025)
Analysing Personal Attacks in U.S. Presidential Debates
by: Goyal, Ruban, et al.
Published: (2025)
by: Goyal, Ruban, et al.
Published: (2025)
The Trajectory of Romance Scams in the U.S
by: Herrera, LD, et al.
Published: (2024)
by: Herrera, LD, et al.
Published: (2024)
Time Profile of U.S. Neighborhoods: Datasets of Time Use at Social Infrastructure Places
by: Wang, Yan, et al.
Published: (2025)
by: Wang, Yan, et al.
Published: (2025)
Predicting the winner of the US 2024 elections using trust analytics
by: Budzynska, Katarzyna, et al.
Published: (2024)
by: Budzynska, Katarzyna, et al.
Published: (2024)
TikTok's recommendations skewed towards Republican content during the 2024 U.S. presidential race
by: Ibrahim, Hazem, et al.
Published: (2025)
by: Ibrahim, Hazem, et al.
Published: (2025)
Artificially intelligent agents in the social and behavioral sciences: A history and outlook
by: Holme, Petter, et al.
Published: (2025)
by: Holme, Petter, et al.
Published: (2025)
Shaping the Future of Social Media with Middleware
by: Hogg, Luke, et al.
Published: (2024)
by: Hogg, Luke, et al.
Published: (2024)
Similar Items
-
Can We Fix Social Media? Testing Prosocial Interventions using Generative Social Simulation
by: Larooij, Maik, et al.
Published: (2025) -
Online Homogeneity Can Emerge Without Filtering Algorithms or Homophily Preferences
by: Törnberg, Petter
Published: (2025) -
Polarization by Default: Auditing Recommendation Bias in LLM-Based Content Curation
by: Pagan, Nicolò, et al.
Published: (2026) -
Best Practices for Text Annotation with Large Language Models
by: Törnberg, Petter
Published: (2024) -
Large Language Models Reproduce Racial Stereotypes When Used for Text Annotation
by: Törnberg, Petter
Published: (2026)