The DOI matches its Crossref record; 44 of the 48 references it cites were found in a registry or an index.
Public microblogging on climate change: One year of Twitter worldwide
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Natural language processing, network analysis, and clustering techniques can also be used to analyze social media data to understand public opinions and discourse around climate change [436,812,844].”
From Tackling climate change with machine learning (2023) · cites this paper as [436]
Citations
Cites
Content Analysis: An Introduction to its Methodology.
Shelley, M., & Krippendorff, K. (1984) · Journal of the American Statistical Association · doi:10.2307/2288384 · Cited by 24,346
Opinion Mining and Sentiment Analysis
Pang, B., & Lee, L. (2008) · now publishers, Inc. eBooks · doi:10.1561/9781601981516 · Cited by 6,957
Opinion mining and sentiment analysis
Pang, B., & Lee, L. (2008) · Foundations and Trends® in Information Retrieval · doi:10.1561/1500000011 · Cited by 6,372
boyd, D., & Crawford, K. (2012) · Information, Communication & Society · doi:10.1080/1369118x.2012.678878 · Cited by 5,479
Twitter mood predicts the stock market
Bollen, J., Mao, H., & Zeng, X. (2011) · Journal of Computational Science · doi:10.1016/j.jocs.2010.12.007 · Cited by 5,206
The structure and function of communication in society
Lasswell, H. D. (2007) · Cited by 2,238
Christoph, V. F., Lazarfeld, P. F., Berelson, B., & Gaudet, H. (1945) · The American Catholic Sociological Review · doi:10.2307/3707538 · Cited by 1,732
The Two-Step Flow of Communication: An Up-To-Date Report on an Hypothesis
Katz, E. (1957) · Public Opinion Quarterly · doi:10.1086/266687 · Cited by 1,626
A New Era of Minimal Effects? The Changing Foundations of Political Communication
Bennett, W. L., & Iyengar, S. (2008) · Journal of Communication · doi:10.1111/j.1460-2466.2008.00410.x · Cited by 1,558
Flagged first, then by citations
4 of the 48 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Stone, 2009, What's Happening?
Cited by
Sorted by citations
Items 201–253 of 253
The Social Anatomy of Climate Change Denial in the United StatesPreprint
Yang, J., Gounaridis, D., Liu, M., & Newell, J. (2022) · Research Square · doi:10.21203/rs.3.rs-2163106/v1 · Cited by 2
Hoppe, I., Lörcher, I., & Kießling, B. (2019) · Springer eBooks · doi:10.1007/978-3-658-22145-4_8 · Cited by 1
Men deny more than they believe about climate change on Twitter (X)
Singh, M. (2025) · PLoS ONE · doi:10.1371/journal.pone.0303007 · Cited by 2
Martawidjaja, M., Suhendi, N. I., Gunawan, A. A. S., & Tedjasulaksana, J. J. (2025) · International Conference on Smart Computing, IoT and Machine Learning (SIML) · doi:10.1109/siml65326.2025.11081111 · Cited by 1
Song, Y., Su, C. C., Lu, Y., Huang, Q., & Schuldt, J. P. (2025) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2025.102736 · Cited by 1
Xia, Y., Musaev, T., & Cai, Y. (2026) · Sustainability · doi:10.3390/su18084117 · Cited by 1
Ciberdemocracia: Comunicación política en Twitter
Céspedes, L. M. G. (2017) · POLIANTEA · doi:10.15765/plnt.v12i22.999 · Cited by 1
Climate Event Detection Algorithm Based on Climate Category Word Embedding
Wang, H., & Niu, Z. (2018) · International Conference on Big Data and Computing (ICBDC) · doi:10.1145/3220199.3220203 · Cited by 1
Climate nags: Affect and the convergence of global risk in online networks
Robinson, J. Y. (2023) · Continuum · doi:10.1080/10304312.2023.2253385 · Cited by 1
Das, S. K., Azim, M. A., Chy, A. N., Islam, M. K., & Datta, N. (2024) · International Conference on Electrical Engineering and Information Communication Technology · doi:10.1109/iceeict62016.2024.10534583 · Cited by 1
Characterization of natural events and epidemics from Twitter: El Niño, Zika and Chikungunya
Piedra, N., Chicaiza, J. A., & Torres-Guarnizo, D. (2017) · Iberian Conference on Information Systems and Technologies (CISTI) · doi:10.23919/cisti.2017.7975939 · Cited by 1
Climate change opinions in online debate sites
Groza, A. P., Öztürk, P., Slăvescu, R. R., & Marginean, A. N. (2019) · Computer Science and Information Systems · doi:10.2298/csis180601015g · Cited by 1
Climate Change Perception in Scientific and Public Sphere
Henry, D., Jadoul, N., Eugénie, R., & Stattner, E. (2019) · IEEE ... International Conference on Data Mining workshops · doi:10.1109/icdmw.2019.00046 · Cited by 1
Aigner, E., Görg, C., Krisch, A., Madner, V., Muhar, A., Novy, A., Posch, A., Steininger, K. W., Bohunovsky, L., Essletzbichler, J., et al. (2023) · Springer eBooks · doi:10.1007/978-3-662-66497-1_3 · Cited by 1
Creating Extended-Form Eventgraphs from Social Media Using Publicly Available Software Tools
Hai-Jew, S. (2015) · Advances in multimedia and interactive technologies book series · doi:10.4018/978-1-4666-8696-0.ch002
The Human Race as Geological Agents: Communicating Climate Change Science
Knox, C. C. (2016) · Public Administration Review · doi:10.1111/puar.12652
UNDERSTANDING YOUTH LANDSCAPE PERCEPTIONS AND MAPPING LANDSCAPE VALUES VIA SOCIAL MEDIA
Chen, Y. (2016) · DalSpace (Dalhousie University)
Holmberg, K. (2015) · Elsevier eBooks · doi:10.1016/b978-0-08-100273-5.00001-6
He, X. (2020) · Tuwhera (Auckland University of Technology)
Analyzing Tweets to Understand Factors Affecting Opinion on Climate Change
Mohith, S., Jose, J. I., Khetarpaul, S., & Sharma, D. (2021) · Lecture notes in computer science · doi:10.1007/978-3-030-69377-0_9
Climate Action During COVID-19 Recovery and Beyond: A Twitter Text Mining StudyPreprint
Parsa, M. S., Golab, L., & Keshav, S. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2105.12190
Does Online Banking Technology at Low-income Credit Unions Promote Financial Inclusion?
Howell, L. (2020) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/hb9a-5b04
Bendor, R. (2018) · Palgrave studies in media and environmental communication · doi:10.1007/978-3-319-70383-1_1
(2015) · Elsevier eBooks · doi:10.1016/b978-0-08-100273-5.09986-5
(2019) · Elsevier eBooks · doi:10.1016/b978-0-12-812109-2.00028-8
Brazilian Protected Areas on Twitter: A 10-year OverviewPreprint
Souza, C. N., Almeida, J. A. G. R., Correia, R. A., Ladle, R. J., Carvalho, A. R., & Malhado, A. C. M. (2022) · Research Square · doi:10.21203/rs.3.rs-1801476/v1
Climate change and Twitter in BelgiumPreprint
Pedraza, A. P., Cougnon, L., Catellani, A., Samofalova, Y., & Schutter, O. D. (2022) · doi:10.31235/osf.io/m67dj
Hůlková, I., Povolná, R., Vogel, R., Tárnyiková, J., Gumbaridze, Z., Gvarishvili, Z., Mazmishvili, N., Lovrits, V., Malá, M., Marcella, V., et al. (2022) · doi:10.5817/cz.muni.p280-0212-2022
Raising Climate Change Awareness Across Twitter
Bali, A. O. (2023) · The Journal of Environment & Development · doi:10.1177/10704965231205020
Aysun, A. V. C. I., AKRAMOVA, A., & KARTAL, E. (2023) · Karamanoğlu Mehmetbey Üniversitesi Uluslararası Filoloji ve Çeviribilim Dergisi · doi:10.55036/ufced.1402664
The social media response to the rollout of legalized cannabis retail in Ontario, Canada
Aversa, J. M., Jacobson, J., Hernández, T., Cleave, E., MacDonald, M., & Dizonno, S. (2024) · doi:10.32920/25475209
The social media response to the rollout of legalized cannabis retail in Ontario, Canada
Aversa, J. M., Jacobson, J., Hernández, T., Cleave, E., MacDonald, M., & Dizonno, S. (2024) · doi:10.32920/25475209.v1
Environmental Risk Assessment and Climate Change Impacts
Moghaddam, S. N. M., & Cao, H. (2024) · City development · doi:10.1007/978-981-97-5116-7_6
A STUDY ON THE EMERGING TRENDS OF DATA JOURNALISM AND ENVIRONMENT IN INDIA
Sharma, S., Mishra, P., & Dubey, M. (2024) · ShodhKosh Journal of Visual and Performing Arts · doi:10.29121/shodhkosh.v5.i1.2024.1253
Reveilhac, M., & Morselli, D. (2024) · Frontiers in Political Science · doi:10.3389/fpos.2024.1385678 · Cited by 1
Srivastava, S., Mishra, R., Singh, V., & Singh, A. (2024) · Advances in hospitality, tourism and the services industry (AHTSI) book series · doi:10.4018/979-8-3693-9636-0.ch002
Climate Change Communication Among European and American Politicians from 2015 to 2020 on X
Marcella, V. (2024) · International Journal of English Linguistics · doi:10.5539/ijel.v15n1p59
Climate change and Twitter in BelgiumPreprint
Pedraza, A. P., Cougnon, L., Catellani, A., Samofalova, Y., & Schutter, O. D. (2022) · doi:10.31235/osf.io/m67dj_v1
Networked Framing of Climate Change: Twitter and Climate Stakeholders in Iran
Gholami, F., Taghizadeh, M., & Saleh, M. S. M. (2025) · Southern Communication Journal · doi:10.1080/1041794x.2025.2592751
Virality: What Makes Narratives Go Viral, and Does it Matter?Preprint
Gehring, K., & Grigoletto, M. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5412276
McAllister, L., Daly, M., & Vedula, S. (2026) · Climatic Change · doi:10.1007/s10584-026-04118-3
Hernández, K. A. S., TRIVIÑO, K. J. P., & Cortés, M. C. T. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6408602
Tian, Q., Sarp, G., Siamian, N., Shirazi, F., Nisar, T. M., & Hajli, N. (2026) · Business Strategy and the Environment · doi:10.1002/bse.71521
Misuraca, M., Spano, M., & D’Aniello, L. (2026) · Energy Research & Social Science · doi:10.1016/j.erss.2026.104945 · Cited by 1
Chen, J., Li, C., Guan, C., Zhou, Y., Cheng, T., & Yu, J. (2026) · npj Environmental Social Sciences · doi:10.1038/s44432-026-00016-2
Machine Learning in Tourism Demand Forecasting
Kumar, M., Patnaik, P., Nghiem, X., & Suresh, A. S. (2026) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-2600-4962-4.ch004
Metadata
- Authors
- Kirilenko, A. P., & Stepchenkova, S. O.
- Affiliations
- University of North Dakota (US)
- University of Florida (US)
- Corresponding author
- Kirilenko, Andrei P.
- Venue
- Global Environmental Change
- Publisher
- Elsevier BV
- Published
- 2014-05
- Volume
- 26
- Pages
- 171-182
- ISSN
- 0959-3780 (ISSN-L)
- OpenAlex
- W2102222275
- Cited by
- 254
- References
- 48
- Citations by year
- 2026: 7 · 2025: 11 · 2024: 28 · 2023: 34 · 2022: 32 · 2021: 41 · 2020: 16 · 2019: 25 · 2018: 17 · 2017: 19 · 2016: 10 · 2015: 12 · 2014: 2
- FWCI
- 46.71
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Global Environmental Change (publishedVersion)
- Funders
- NASA
- Topics
- Social Sciences › Sociology and Political Science › Climate Change Communication and Perception
- Social Sciences › Communication › Public Relations and Crisis Communication
- Social Sciences › Communication › Social Media and Politics
- Keywords
- climate change, global warming, Twitter, microblogging, public discourse, social media, spatiotemporal patterns, distributed sensors, news events, information sources, media authority, public perception, social network mining
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
