Twitter / X

data category: Social media data · 5 papers in the last 7 days

← Most-used data · All Social media data datasets

Posts and activity from social networks and investor forums.

Names searched for: Twitter, tweet

Key findings#

From Nov 2023 to Oct 2026, 2,465 archived papers mentioned Twitter / X in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2025 (97).
Twitter / X was mentioned in 30 papers in the last 30 days (2026-10-06 to 2026-11-04), ranking #6 of the 255 datasets mentioned.
By journal category: Finance (7), AI (6), Management (6), Information Systems (3), Tourism and Hospitality (2), Marketing (2), Operations Research (2), Economics (1) and Higher Education and Research (1).
Most of them appeared in Pattern Recognition (2), Expert Systems with Applications (2) and International Review of Financial Analysis (2).
From 2017 to 2026 (so far), Twitter / X was mentioned in 3,849 papers in the tracked journals, most of them in AI (1,403), management (474) and information systems (430).
781 of them were published in 2025, against 148 in 2017.
Since 2023, the institutions with the most of these papers were University of Birmingham (33), Hong Kong Polytechnic University (28) and Erasmus University Rotterdam (27).
The journals publishing most of them were AI & Society (100), Expert Systems with Applications (95) and Journal Of Big Data (82).
The most-cited of them is “Measuring social media influencer index- insights from facebook, Twitter and Instagram” (Journal of Retailing and Consumer Services, 2019), with 602 citations.
Papers use Twitter / X most often with Facebook (893), YouTube / TikTok (460) and Reddit (252); it has 211 partners in the code and data network, in the group around Twitter / X, Facebook, YouTube / TikTok.

Mentions over 36 months#

Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)
Trend	Nov 23–Oct 24	Nov 24–Oct 25	Nov 25–Oct 26	36 months
	917	820	728	2,465

Papers per year#

20172026 (so far)

Papers per publication year and category
Category	2017	2018	2019	2020	2021	2022	2023	2024	2025	2026 (so far)
AI	60	65	75	75	78	117	132	309	293	199
Management	9	10	12	17	20	25	58	128	103	92
Information Systems	31	34	27	28	38	33	40	79	62	58
Finance	2	7	3	14	19	22	28	98	66	77
Economics	3	4	3	8	18	16	35	94	93	59
Marketing	11	5	19	9	13	10	30	64	48	38
Higher Education and Research	15	16	7	11	19	16	17	42	45	21
Operations Research	11	10	9	7	13	11	24	55	27	30
Tourism and Hospitality	5	4	4	5	5	4	8	18	17	17
Accounting	1	3	1	2	3	4	7	15	10	18
Health Economics and Policy	0	1	0	1	3	2	3	17	13	9
Statistics	0	1	1	1	1	2	3	5	4	2
All categories	148	160	161	178	230	262	385	924	781	620

Where the papers come from#

Journals with the most papers, since 2023
#	Journal	Papers
1	AI & Society	100
2	Expert Systems with Applications	95
3	Journal Of Big Data	82
4	Artificial Intelligence Review	79
5	Neural Computing and Applications	68
6	Information Processing & Management	64
7	Financial Innovation	64
8	Journal of Business Research	56
9	Knowledge-Based Systems	54
10	Language Resources and Evaluation	54

Institutions with the most papers, since 2023
#	Institution	Papers
1	University of Birmingham	33
2	Hong Kong Polytechnic University	28
3	Erasmus University Rotterdam	27
4	The University of Sydney	27
5	Centre National de la Recherche Scientifique	25
6	University of Amsterdam	25
7	Universidad de Granada	24
8	University of Leeds	24
9	University of Manchester	24
10	University College London	23

Countries with the most papers, since 2023
#	Country	Papers
1	United Kingdom	487
2	United States	467
3	China	399
4	Germany	274
5	Spain	224
6	Italy	215
7	Australia	198
8	India	169
9	Netherlands	140
10	France	133

Keywords with the most papers, since 2023
#	Keyword	Papers
1	Twitter	450
2	social media	226
3	sentiment analysis	182
4	COVID-19 pandemic	135
5	large language models	133
6	tweets	66
7	topic modeling	61
8	Twitter sentiment	60
9	investor sentiment	59
10	BERT	54

Most-cited papers#

Most-cited papers since 2017
#	Citations	Per month	Title	Journal	Published	Authors
1	602	6.6	Measuring social media influencer index- insights from facebook, Twitter and Instagram	Journal of Retailing and Consumer Services	2019-03-26	Anuja Arora, Shivam Bansal, Chandra Shekhar Kandpal et al.
2	555	17.7	Generative AI and the future of higher education: a threat to academic integrity or reformation? Evidence from multicultural perspectives	International Journal of Educational Technology in Higher Education	2024-03-24	Abdullahi Yusuf, Nasrin Pervin, ‪Marcos Román-González‬
3	548	15.7	A review of ensemble learning and data augmentation models for class imbalanced problems: Combination, implementation and evaluation	Expert Systems with Applications	2023-12-09	Azal Ahmad Khan, Omkar Chaudhari, Rohitash Chandra
4	524	6.8	Customer engagement in social media: a framework and meta-analysis	Journal of the Academy of Marketing Science	2020-05-27	Fernando de Oliveira Santini, Wagner Júnior Ladeira, Diego Costa Pinto et al.
5	493	5.5	Examining the impact of luxury brand's social media marketing on customer engagement: Using big data analytics and natural language processing	Journal of Business Research	2019-05-07	Liu Xia, Hyunju Shin, Alvin C. Burns

Archive counts by publication year: a paper counts when its title, abstract or keywords name the dataset, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.

Used together with#

Papers use Twitter / X most often with Facebook (893), YouTube / TikTok (460) and Reddit (252); it has 211 partners in the code and data network, in the group around Twitter / X, Facebook, YouTube / TikTok. The whole network →

What papers use Twitter / X together with (at least 3 papers; lift 1 = chance)
Used with	Type	Papers using both	Lift
Facebook	Dataset	893	3.7
YouTube / TikTok	Dataset	460	3.0
Reddit	Dataset	252	5.0
Wikipedia	Dataset	249	2.8
LinkedIn	Dataset	240	3.2
S&P 500	Dataset	169	0.8
Weibo	Dataset	150	3.8
Hugging Face Hub	Dataset	120	2.8
Google Trends	Dataset	119	2.1
Economic Policy Uncertainty index	Dataset	98	0.5
Kaggle	Dataset	80	1.5
Amazon Mechanical Turk	Dataset	77	1.5

Papers mentioning Twitter / X in the last 30 days, newest first.
Date	Title	Journal	Authors	Affiliations
2026-10-30	Correction: The 2022 Energy Crisis: Topic Modelling and Sentiment Analysis of the Italian Twitter Discourse	Italian Economic Journal	Matteo Farnè, Laura Zavarise	University of Bologna
2026-10-30	Narrative theory-driven LLM methods for automatic story generation and understanding: a survey	Artificial Intelligence Review	David Y. Liu, Aditya Joshi, Paul A. Dawson	UNSW Sydney
2026-10-29	A three-tier approach to online harmful speech	Ethics and Information Technology	Julija Perhat	Institut za filozofiju
2026-10-29	Masculinity contest cultures and job satisfaction: better to be competent or embedded?	Journal of Business and Psychology	Joseph Regina, Tammy D. Allen	Rutgers, The State University of New Jersey; University of South Florida
2026-10-29	Democratic Critique of Expert Policymaking: Alternative News Coverage of Canadian Public Health Officials and the COVID-19 Pandemic	Minerva	Marco Antonio Zenone, Chris Tenove, Heidi Tworek	University of Ottawa; University of British Columbia
2026-10-27	Wikipedia visibility and instagram hashtag intensity in urban tourism: an AI-based multilingual analysis of tourist attractions in Seville	Information Technology & Tourism	Antonio Gavira Narváez, Javier López-Otero, Rafael F. Vega-Pozuelo	University of Córdoba; Universidad Internacional de La Rioja
2026-10-27	Estimating mixed memberships in multi-layer networks	Pattern Recognition	Huan Qing, Xiaofei Xu	Chongqing University of Technology; Wuhan University
2026-10-25	Knowledge-enhanced multimodal named entity recognition by integrating large language models and quantum computing	Expert Systems with Applications	Daiyi Li, Delong Kong, 吴怀光 et al.	Zhengzhou University of Light Industry; Anhui University of Technology
2026-10-24	Narrative Futures: How narrating different futures shapes collective action of Fridays for Future	Futures	Karoline Augenstein, André Schmale	University of Wuppertal
2026-10-24	AI vs. AI: An AI-Enabled Conversational Intervention to Inoculate Against AI-Generated Fake News	Information Systems Frontiers	Mohammad S. Najjar, Murtaza Nasir	Wichita State University
2026-10-24	Label ensemble perspective for reduced-complexity graph node classification under label noise	Pattern Recognition	Rui Zhao, Bin Shi, Zhiming Liang et al.	Xi'an Jiaotong University; Pennsylvania State University
2026-10-19	Cryptocurrency and initial trust formation: an empirical investigation into the dynamics of willingness to use in financial transactions	Financial Innovation	Ahmed Geebren	Tobruk University
2026-10-17	NewsFlow: A cross-platform news engagement dataset and X-based virality prediction benchmark	Expert Systems with Applications	Raquel Rodríguez-García, Álvaro Rodrigo, Roberto Centeno	Universidad Nacional de Educación a Distancia
2026-10-15	How Concern About War and Finances Shapes Consumer Well-being: Evidence From Finland	Journal of Consumer Policy	Jannica Nyman, Essi Pöyry, Samuel Piha	University of Turku; University of Helsinki
2026-10-15	Understanding the determinants and consequences of share-pledging: a systematic literature review and future research agenda	Management Review Quarterly	Rohith Radhakrishnan, E Geetha, Agnes S. Joseph	Manipal Academy of Higher Education; Narsee Monjee Institute of Management Studies; Shri Vile Parle Kelavani Mandal
2026-10-14	Modeling and simulating human behavior in large-scale emergency evacuations: A comprehensive review	Transportation Research Part B Methodological	Shiva Moslemi, Ada Arıkanoğlu, Vedat Bayram et al.	Koç University; University of Kent; TED University
2026-10-13	Can central bankers' talk predict bank stock returns? A machine learning approach	International Review of Financial Analysis	Apostolos G. Katsafados, George N. Leledakis, Nikolaos P. Panagiotou et al.	Athens University of Economics and Business; University College Dublin
2026-10-12	A study of diplomatic discourse and network dynamics on Twitter	Journal of Computational Social Science	Raquel Rodríguez-García, Rajesh Sharma, Roberto Centeno et al.	Universidad Nacional de Educación a Distancia; Plaksha University; University of Tartu
2026-10-12	Twitter (X) and inflation dynamics: Investigating the role of Twitter sentiment in Türkiye's hybrid new Keynesian Phillips curve	Central Bank Review	Enes Cebe, Asad Ul Islam Khan	Ibn Haldun University
2026-10-12	B2B influencer marketing collaborations: A relational governance perspective	Journal of Business Research	Heini Vanninen, Joona Keränen, Joel Mero	Lappeenranta-Lahti University of Technology; RMIT University; University of Jyväskylä
2026-10-11	LiteSent: a lightweight adaptive multi-scale framework for social media and review-based sentiment classification	Knowledge-Based Systems	Dharmendra Dangi, Dheeraj Kumar Dixit, Amit Bhagat	Indian Institute of Information Technology Bhopal; Madhav Institute of Technology & Science; Maulana Azad National Institute of Technology
2026-10-10	Does social media deployment by local governments raise voters’ offline engagement – Evidence from the German state of Hesse	The Quarterly Review of Economics and Finance	Abeer Ibtisam Aziz, Ivo Bischoff	University of Kassel
2026-10-08	From academic integrity to credential integrity: What does management education certify once artificial intelligence can produce the work?	The International Journal of Management Education	Weng Marc Lim	Swinburne University of Technology; Sunway University; Sungkyunkwan University
2026-10-08	Cross-market transmission of safe-haven sentiment in global financial markets: Evidence from FTS indices and quantile regression	Journal of Management Science and Engineering	王宗润, Yanyan Chen, Xiaohang Ren et al.	Central South University; City University of Macau; University of Liverpool
2026-10-08	Emotional geography of tourism resistance: Claiming the right to the city in overtourism destinations	Journal of Hospitality and Tourism Management	Fatemeh Bagheri, Zohreh Zara Zarezadeh, Zahed Ghaderi et al.	University of Algarve; Griffith University; Sultan Qaboos University
2026-10-08	Populism and sustainable marketing practices: Insights from consumer-packaged goods manufacturers’ new product launches	Journal of the Academy of Marketing Science	Martin Heinberg, Mustapha Belkhouja, H.D. Yoon	University of Leeds; Grenoble Ecole de Management; Ecole des Hautes Etudes Commerciales du Nord
2026-10-07	Pessimistic bilevel optimization approach for decision–focused learning	Mathematical Programming Computation	Diego Jiménez, Bernardo K. Pagnoncelli, Hande Yaman	SKEMA Business School; Université Côte d'Azur; KU Leuven
2026-10-06	Is bitcoin a hedge against central banking? Evidence from AI-driven monetary policy expectations	Journal of International Money and Finance	Maxime L. D. Nicolas, François Sicard, Marion Labouré et al.	University College London; Deutsche Bank (United Kingdom)
2026-10-06	Attention-amplified sentiment and jump risk in Bitcoin and Ethereum markets: A text-augmented Hawkes framework	International Review of Financial Analysis	Alev Atak, Philip Hans Franses	Middle East Technical University; Erasmus University Rotterdam
2026-10-06	Chronologically consistent large language models	Journal of Financial Economics	Songrun He, Linying Lv, Asaf Manela et al.	Chinese University of Hong Kong; Washington University in St. Louis; University of Iowa

Cite this page

Scholar4AI. (2026). Twitter / X. Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/datasets/twitter-x

@misc{scholar4ai-datasets-twitter-x,
  author = {{Scholar4AI}},
  title = {Twitter / X},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/twitter-x}},
  urldate = {2026-11-04},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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