Scholar4AI Updated 2026-10-26 12:13 UTC+09:00

Social media data

6 papers in the last 7 days · 7 of its 8 datasets mentioned

← Most-used data

Posts and activity from social networks and investor forums.

Key findings

  • Datasets in the category “Social media data” were mentioned in 61 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #2 of the 58 data categories mentioned.
  • The most-mentioned were Twitter / X (29), Facebook (27), YouTube / TikTok (17), Reddit (4) and StockTwits (3).
  • By journal category: Management (24), AI (14), Finance (14), Operations Research (4), Economics (4) and Accounting (1).
  • Most of them appeared in Journal of Marketing Analytics (4), Knowledge-Based Systems (4) and Journal of the Academy of Marketing Science (3).

Datasets

Datasets in this category · 2026-09-27 – 2026-10-26 (30 days)
DatasetPapersLast 7 daysNames searched for
Twitter / X291Twitter, tweet
Facebook273Facebook
YouTube / TikTok171YouTube, TikTok, Douyin
Reddit41Reddit, WallStreetBets
StockTwits30StockTwits
Weibo30Weibo
Seeking Alpha10Seeking Alpha
Chinese investor forums (Guba, Xueqiu)00Eastmoney, East Money, Xueqiu, Guba forum, Guba
Papers mentioning these datasets, newest first. Newest 50 of 61 papers; all of them are in /data/papers.json.
DateTitleJournalAuthorsAffiliationsDatasets mentioned
2026-10-24AI vs. AI: An AI-Enabled Conversational Intervention to Inoculate Against AI-Generated Fake NewsInformation Systems FrontiersMohammad S. Najjar, Murtaza NasirWichita State UniversityTwitter / X
2026-10-24From AI boyfriends to AI shopping agents? The emerging convergence of relational AI and AI-assisted commerceJournal of Marketing AnalyticsThomas Schöley, Niklas MergnerFernUniversität in HagenReddit
2026-10-23Matching for impact: a dyadic process model of mentor–venture alignment in entrepreneurial support organizationsThe Journal of Technology TransferAyna Yusubova, Marcus DejardinUniversity of Agder; University of Namur; UCLouvainFacebook
2026-10-22Measuring the state of open science in transportation using large language modelsTransportation Research Part C Emerging TechnologiesJunyi Ji, Ruth Lu, Linda Belkessa et al.Vanderbilt University; Massachusetts Institute of Technology; Université Gustave Eiffel; …YouTube / TikTok
2026-10-21Identifying and managing milestones in consumers’ goal journeysJournal of the Academy of Marketing ScienceAmanda Ann Garrison, Linda PriceNorthern State University; University of WyomingFacebook
2026-10-20Agentic inequalityNature Machine IntelligenceMatthew Sharp, Omer Bilgin, Iason Gabriel et al.University of Oxford; Google DeepMind (United Kingdom)Facebook
2026-10-19Cryptocurrency and initial trust formation: an empirical investigation into the dynamics of willingness to use in financial transactionsFinancial InnovationAhmed GeebrenTobruk UniversityTwitter / X, Facebook
2026-10-17NewsFlow: A cross-platform news engagement dataset and X-based virality prediction benchmarkExpert Systems with ApplicationsRaquel Rodríguez-García, Álvaro Rodrigo, Roberto CentenoUniversidad Nacional de Educación a DistanciaTwitter / X, Reddit, Facebook
2026-10-15Understanding the determinants and consequences of share-pledging: a systematic literature review and future research agendaManagement Review QuarterlyRohith Radhakrishnan, E Geetha, Agnes S. JosephManipal Academy of Higher Education; Narsee Monjee Institute of Management StudiesTwitter / X
2026-10-14Modeling and simulating human behavior in large-scale emergency evacuations: A comprehensive reviewTransportation Research Part B MethodologicalShiva Moslemi, Ada Arıkanoğlu, Vedat Bayram et al.Twitter / X, Facebook
2026-10-13Mapping and characterising channel-based customer segments along the customer journey: a systematic literature reviewJournal of Marketing AnalyticsRafaela SchwarzPhilipps University of MarburgFacebook, YouTube / TikTok
2026-10-12Twitter (X) and inflation dynamics: Investigating the role of Twitter sentiment in Türkiye's hybrid new Keynesian Phillips curveCentral Bank ReviewEnes Cebe, Asad Ul Islam KhanIbn Haldun UniversityTwitter / X
2026-10-12B2B influencer marketing collaborations: A relational governance perspectiveJournal of Business ResearchHeini Vanninen, Joona Keränen, Joel MeroLappeenranta-Lahti University of Technology; RMIT University; University of JyväskyläTwitter / X, Facebook, YouTube / TikTok
2026-10-11LiteSent: a lightweight adaptive multi-scale framework for social media and review-based sentiment classificationKnowledge-Based SystemsDharmendra Dangi, Dheeraj Kumar Dixit, Amit BhagatIndian Institute of Information Technology Bhopal; Madhav Institute of Technology & Science; Maulana Azad National Institute of TechnologyTwitter / X
2026-10-11Beyond semantic consistency: Event-level multimodal fake news detection via mutual guidanceKnowledge-Based SystemsShujie Yang, Dengtai Tan, Jing Wang et al.Gansu Institute of Political Science and LawWeibo
2026-10-10Does social media deployment by local governments raise voters’ offline engagement – Evidence from the German state of HesseThe Quarterly Review of Economics and FinanceAbeer Ibtisam Aziz, Ivo BischoffUniversity of KasselTwitter / X, Facebook
2026-10-08Chatbot service quality in omnichannel retailing: Effects of ChatbotSQ on decision confidence and customer behaviorJournal of Retailing and Consumer ServicesFatimah Ali Abbas, Jamie Carlson, Syed Mahmudur Rahman et al.University of Newcastle Australia; Jazan University; Macquarie University; …Facebook
2026-10-08Behavioral drivers of cryptocurrency markets: A systematic reviewJournal of Behavioral and Experimental FinanceSebastian Steindl, Hans Rüdiger Kaufmann, Bernd BritzelmaierUniversity of Nicosia; Pforzheim University of Applied SciencesFacebook
2026-10-08Populism and sustainable marketing practices: Insights from consumer-packaged goods manufacturers’ new product launchesJournal of the Academy of Marketing ScienceMartin Heinberg, Mustapha Belkhouja, H.D. YoonUniversity of Leeds; Grenoble Ecole de Management; Ecole des Hautes Etudes Commerciales du NordTwitter / X
2026-10-07Generative AI as a social partner for young adults: Dual pathways to resilience and AI dependenceInternational Journal of Information ManagementYoojin Shin, DongA Jeong, Hyun Chul Kang et al.Yonsei UniversityFacebook
2026-10-06Is bitcoin a hedge against central banking? Evidence from AI-driven monetary policy expectationsJournal of International Money and FinanceMaxime L. D. Nicolas, François Sicard, Marion Labouré et al.University College London; Deutsche Bank (United Kingdom)Twitter / X, StockTwits
2026-10-06Attention-amplified sentiment and jump risk in Bitcoin and Ethereum markets: A text-augmented Hawkes frameworkInternational Review of Financial AnalysisAlev Atak, Philip Hans FransesMiddle East Technical University; Erasmus University RotterdamTwitter / X
2026-10-06Chronologically consistent large language modelsJournal of Financial EconomicsSongrun He, Linying Lv, Asaf Manela et al.Chinese University of Hong Kong; Washington University in St. Louis; University of IowaTwitter / X
2026-10-05Management control in startups: a structured literature reviewJournal of Management ControlAnderson Betti Frare, Deoclécio Júnior Cardoso da Silva, Ana Paula Capuano da Cruz et al.Universidade Federal de Santa Maria; Pontifícia Universidade Católica do Paraná; Universidade Federal do Rio Grande; …Twitter / X
2026-10-05Beyond readability: Managerial disclosure cohesion and information asymmetryFinance research lettersLi Dang, Chuancai ZhangCalifornia Polytechnic State UniversitySeeking Alpha
2026-10-05From impact to legitimacy: Communicative responsibility and the governance of research impactResearch PolicyPhilippa Hunter‐Jones, Michael HaenleinUniversity of Liverpool; ESCP Business SchoolYouTube / TikTok
2026-10-03An intelligent cybersecurity framework for banking systems: integrating neural networks, large language models, and federated learning for anti-money laundering and fraud detectionFuture Business JournalTanvir Sajid, Sajida HafeezNational Textile UniversityTwitter / X
2026-10-03InstructGen: Generating Scalable and Realistic Visual-Language Navigation Data with Unlabeled Internet VideosKnowledge-Based SystemsYu Yan, Peiyang Li, Jianqin YinBeijing University of Posts and TelecommunicationsYouTube / TikTok
2026-10-03Tricky trade-offs on a transparency spectrum: how the Financial Times approaches transparency about AI use in newsAI & SocietyLiz Lohn, Felix M. SimonUniversity of OxfordYouTube / TikTok
2026-10-03Affective Profiles of Figurative Language: Cognitive and Computational InsightsCognitive ComputationKun Sun, Rong Wang, Yun WuTongji University; University of TübingenTwitter / X, Reddit
2026-10-03Gaps in mind: Political and spatial cleavages in local onshore wind attitudes in GermanyEnergy PolicyJörg RadtkeResearch Institute for Sustainability at GFZ; GFZ Helmholtz Centre for GeosciencesFacebook, YouTube / TikTok
2026-10-03International spillovers of the US–China trade war 2.0: The case of Asian stock marketsInternational Review of Economics & FinanceWojciech Grabowski, Ewa Stawasz‐GrabowskaUniversity of ŁódźTwitter / X
2026-10-03Interview with the AI: a quantitative analysis of AI companions’ relationship formation featuresAI & SocietyEzgi Dede, Hande Sungur, Jeroen S. Lemmens et al.University of AmsterdamTwitter / X, Reddit, Facebook
2026-10-03IGPC: Multi-domain multimodal fake news detection via Info-Gini Weight Adaptation and Prototypical Multi-level Contrastive LearningInformation Processing & ManagementMiao Jiang, Adrian Girón Jiménez, Javier Huertas‐Tato et al.National University of Defense Technology; United Arab Emirates UniversityWeibo
2026-10-03Causal-driven attribution (CDA): estimating channel influence without user-level dataJournal of Marketing AnalyticsGeorgios Filippou, Boi Mai Quach, Diana Lenghel et al.Trinity College DublinFacebook, YouTube / TikTok
2026-10-02From image to action: How social proof turns brand image into repurchase intentionJournal of Retailing and Consumer ServicesChin‐Ching Yin, K.-A. Do, Yu‐Lun LiuNational Taipei University of Technology; University of KentFacebook, YouTube / TikTok
2026-10-02Symbolic promotions: Conceptualization and empirical investigationJournal of the Academy of Marketing ScienceChloé Vanasse, François Anthony Carrillat, Renaud Legoux et al.HEC Montréal; Griffith University; UNSW SydneyYouTube / TikTok
2026-10-01A self-monitoring explainable AI decision-support architecture for pre-publication content decisions in public-sector communicationKnowledge-Based SystemsSebastian Paul, Arne JohannssenHarz University of Applied SciencesFacebook
2026-10-01How Organizations Involved in Criminal Activity Sway Public Opinion: An Empirically Grounded Integrative Framework of Discursive LegitimationEuropean Management JournalKristina Sabrina Weißmüller, Tijs Adriaan Van Den Broek, Jana S. Krawinkel et al.Vrije Universiteit Amsterdam; University of Twente; Durham UniversityYouTube / TikTok
2026-10-01INVESTIGATING THE DETERMINANTS OF GAMING APP DISENGAGEMENT: A MIXED METHODS–GROUNDED THEORY APPROACHInformation & ManagementHaroon Iqbal Maseeh, Charles JebarajakirthyGriffith University; Sunway UniversityFacebook
2026-10-01Soft connectivity and firm globalization: How BRI public sentiment reshapes Chinese global investmentEconomic SystemsYanhua Mao, Shilong Li, Yanyan OuyangNanjing University; Sun Yat-sen UniversityTwitter / X
2026-10-01Patient-independent EEG seizure detection using channel attention and dual-branch time–frequency featuresNeural Computing and ApplicationsHrishikesh Tiwary, Arnav Bhavsar, H MuralikrishnaIndian Institute of Technology Mandi; Manipal Academy of Higher EducationTwitter / X
2026-10-01Addressing Grand Challenges through transdisciplinary research collaborations between universities and the arts and cultural sectorJournal of Engineering and Technology ManagementFederica Rossi, Ning Baines, Evelyn WilsonUniversity of Modena and Reggio Emilia; University of Leicester; University of London; …YouTube / TikTok
2026-10-01Fractional Optimal Control of TikTok Addiction Dynamics: Modeling, Analysis, and Numerical SimulationJournal of Optimization Theory and ApplicationsGaber M. Bahaa, Ahlam Hasan QamloBeni-Suef University; Umm al-Qura UniversityYouTube / TikTok
2026-10-01A multi-view graph learning approach with RoBERTa for Twitter sentiment analysisKnowledge and Information SystemsHashem Parvin, Pshtiwan Rahman Raheem, Sadegh SulaimanyUniversity of Kurdistan; Sulaimani Polytechnic UniversityTwitter / X
2026-10-01Voter switching and policy preferences: Evidence from Japan's 2025–2026 electionsThe Quarterly Review of Economics and FinanceEiji Yamamura, Yasuyuki TodoSeinan Gakuin University; Waseda UniversityTwitter / X
2026-10-01A comprehensive survey on multimodal sentiment analysis: Approaches, challenges and open issuesInternational Journal of Information ManagementFatemeh Hemmatian, Arash Sabbaghi, Mohammad Karim SohrabiIslamic Azad University SemnanTwitter / X, Facebook
2026-10-01Finding green start-ups at scale: Automating selection through Natural Language Processing algorithmsTechnological Forecasting and Social ChangeStefano Bianchini, Alessandra Colombelli, Baptiste Le Masle et al.Bureau d'Economie Théorique et Appliquée; Politecnico di Torino; Istituto Universitario di Studi Superiori di PaviaTwitter / X
2026-10-01Thematic analysis of post-disaster urban recovery processes through social media discourse: The case of Antakya's RevitalizationSocio-Economic Planning SciencesNeslihan Topçu, Serhat BaşdoğanIstanbul Technical University; Yıldız Technical UniversityTwitter / X, Facebook, YouTube / TikTok
2026-10-01Diagnosing image-ad success: An interpretable and scalable framework for liking, sharing, and memorabilityInternational Journal of Research in MarketingUlf Böckenholt, Kunpeng ZhangNorthwestern University; University of Maryland, College ParkFacebook