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Online and Social Media Data As an Imperfect Continuous Panel Survey

https://doi.org/10.1371/journal.pone.0145406
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-20244-5_33openalex-snapshot
What’s in a Name: A Study of Names, Gender Inference, and Gender Behavior in Facebook
inferredcites →https://doi.org/10.1007/978-3-642-35386-4_28openalex-snapshot
Are Twitter Users Equal in Predicting Elections? A Study of User Groups in Predicting 2012 U.S. Republican Presidential Primaries
inferredcites →https://doi.org/10.1016/j.ijforecast.2014.06.001openalex-snapshot
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inferredcites →https://doi.org/10.1038/494155aopenalex-snapshot
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inferredcites →https://doi.org/10.1038/nature07634openalex-snapshot
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inferredcites →https://doi.org/10.1038/nature11421openalex-snapshot
A 61-million-person experiment in social influence and political mobilization
inferredcites →https://doi.org/10.1063/1.4729139openalex-snapshot
Characterizing and modeling an electoral campaign in the context of Twitter: 2011 Spanish Presidential election as a case study
inferredcites →https://doi.org/10.1073/pnas.1005962107openalex-snapshot
Predicting consumer behavior with Web search
inferredcites →https://doi.org/10.1073/pnas.1218772110openalex-snapshot
Private traits and attributes are predictable from digital records of human behavior
inferredcites →https://doi.org/10.1093/poq/nfq058openalex-snapshot
Total Survey Error: Design, Implementation, and Evaluation
inferredcites →https://doi.org/10.1093/poq/nfq065openalex-snapshot
Total Survey Error: Past, Present, and Future
inferredcites →https://doi.org/10.1093/poq/nfr020openalex-snapshot
Comparing the Accuracy of RDD Telephone Surveys and Internet Surveys Conducted with Probability and Non-Probability Samples
inferredcites →https://doi.org/10.1093/poq/nfv048openalex-snapshot
Social Media Analyses for Social Measurement
inferredcites →https://doi.org/10.1109/asonam.2012.206openalex-snapshot
Twitter as a Tool for Predicting Elections Results
inferredcites →https://doi.org/10.1109/hicss.2012.607openalex-snapshot
Tweets and Votes: A Study of the 2011 Singapore General Election
inferredcites →https://doi.org/10.1109/mic.2012.137openalex-snapshot
No, You Cannot Predict Elections with Twitter
inferredcites →https://doi.org/10.1109/passat/socialcom.2011.188openalex-snapshot
Vocal Minority Versus Silent Majority: Discovering the Opionions of the Long Tail
inferredcites →https://doi.org/10.1109/socialcom-passat.2012.120openalex-snapshot
Los Twindignados: The Rise of the Indignados Movement on Twitter
inferredcites →https://doi.org/10.1111/ajps.12274openalex-snapshot
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inferredcites →https://doi.org/10.1111/j.1475-4932.2012.00809.xopenalex-snapshot
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inferredcites →https://doi.org/10.1126/science.1202775openalex-snapshot
Diurnal and Seasonal Mood Vary with Work, Sleep, and Daylength Across Diverse Cultures
inferredcites →https://doi.org/10.1126/science.1230456openalex-snapshot
Social Media and the Elections
inferredcites →https://doi.org/10.1145/1348549.1348556openalex-snapshot
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inferredcites →https://doi.org/10.1145/1390334.1390393openalex-snapshot
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inferredcites →https://doi.org/10.1145/1498759.1498825openalex-snapshot
Integration of news content into web results
inferredcites →https://doi.org/10.1145/1963192.1963301openalex-snapshot
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inferredcites →https://doi.org/10.1145/1963405.1963504openalex-snapshot
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inferredcites →https://doi.org/10.1145/1978942.1978976openalex-snapshot
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inferredcites →https://doi.org/10.1145/2001269.2001297openalex-snapshot
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inferredcites →https://doi.org/10.1145/2414782.2414786openalex-snapshot
The Effect of Social and Physical Detachment on Information Need
inferredcites →https://doi.org/10.1145/2502069.2502072openalex-snapshot
Modelling political disaffection from Twitter data
inferredcites →https://doi.org/10.1145/2508436.2508439openalex-snapshot
Multi-cycle forecasting of congressional elections with social media
inferredcites →https://doi.org/10.1145/2513204.2513210openalex-snapshot
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Processing Social Media Messages in Mass Emergency
inferredcites →https://doi.org/10.1145/792550.792552openalex-snapshot
A taxonomy of web search
inferredcites →https://doi.org/10.1177/0894439310386557openalex-snapshot
Election Forecasts With Twitter
inferredcites →https://doi.org/10.1177/1461444813480466openalex-snapshot
Every tweet counts? How sentiment analysis of social media can improve our knowledge of citizens’ political preferences with an application to Italy and France
inferredcites →https://doi.org/10.1371/journal.pone.0026752openalex-snapshot
Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter
inferredcites →https://doi.org/10.1371/journal.pone.0064679openalex-snapshot
The Digital Evolution of Occupy Wall Street
inferredcites →https://doi.org/10.1371/journal.pone.0079449openalex-snapshot
More Tweets, More Votes: Social Media as a Quantitative Indicator of Political Behavior
inferredcites →https://doi.org/10.1371/journal.pone.0083672openalex-snapshot
National and Local Influenza Surveillance through Twitter: An Analysis of the 2012-2013 Influenza Epidemic
inferredcites →https://doi.org/10.15195/v2.a18openalex-snapshot
Dissecting the Spirit of Gezi: Influence vs. Selection in the Occupy Gezi Movement
inferredcites →https://doi.org/10.1609/icwsm.v4i1.14009openalex-snapshot
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inferredcites →https://doi.org/10.1609/icwsm.v4i1.14029openalex-snapshot
ePluribus: Ethnicity on Social Networks
inferredcites →https://doi.org/10.1609/icwsm.v4i1.14031openalex-snapshot
From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series
inferredcites →https://doi.org/10.1609/icwsm.v5i1.14139openalex-snapshot
A Machine Learning Approach to Twitter User Classification
inferredcites →https://doi.org/10.1609/icwsm.v5i1.14168openalex-snapshot
Understanding the Demographics of Twitter Users
inferredcites →https://doi.org/10.1609/icwsm.v5i1.14179openalex-snapshot
Mapping the Political Twitterverse: Candidates and Their Followers in the Midterms
inferredcites →https://doi.org/10.1609/icwsm.v5i1.14189openalex-snapshot
Limits of Electoral Predictions Using Twitter
inferredcites →https://doi.org/10.1609/icwsm.v6i1.14265openalex-snapshot
OMG, I Have to Tweet that! A Study of Factors that Influence Tweet Rates
inferredcites →https://doi.org/10.1609/icwsm.v6i1.14266openalex-snapshot
Who Does What on the Web: A Large-Scale Study of Browsing Behavior
inferredcites →https://doi.org/10.1609/icwsm.v6i1.14279openalex-snapshot
Not All Moods Are Created Equal! Exploring Human Emotional States in Social Media
inferredcites →https://doi.org/10.1609/icwsm.v6i1.14283openalex-snapshot
What's in Your Tweets? I Know Who You Supported in the UK 2010 General Election
inferredcites →https://doi.org/10.1609/icwsm.v6i1.14335openalex-snapshot
Happy, Nervous or Surprised? Classification of Human Affective States in Social Media
inferredcites →https://doi.org/10.1609/icwsm.v6i1.14340openalex-snapshot
Homophily and Latent Attribute Inference: Inferring Latent Attributes of Twitter Users from Neighbors
inferredcites →https://doi.org/10.1609/icwsm.v7i1.14401openalex-snapshot
Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose
inferredcites →https://doi.org/10.1609/icwsm.v7i1.14426openalex-snapshot
Towards Supporting Search over Trending Events with Social Media
inferredcites →https://doi.org/10.2139/ssrn.1313405openalex-snapshot
Social Networks that Matter: Twitter Under the Microscope
inferredcites →https://doi.org/10.2478/nor-2013-0008openalex-snapshot
Methodological and Ethical Challenges Associated with Large-scale Analyses of Online Political Communication
inferredcites →https://doi.org/10.48550/arxiv.1204.6441openalex-snapshot
"I Wanted to Predict Elections with Twitter and all I got was this Lousy Paper" -- A Balanced Survey on Election Prediction using Twitter Data
inferredcites →https://doi.org/10.48550/arxiv.1211.0938openalex-snapshot
US Presidential Election 2012 Prediction using Census Corrected Twitter Model
inferredcites →https://doi.org/10.48550/arxiv.1407.7071openalex-snapshot
Processing Social Media Messages in Mass Emergency: A Survey
inferredcites →https://doi.org/10.63317/22aha63qsfgiopenalex-snapshot
Quantising Opinions for Political Tweets Analysis
inferredcites →https://doi.org/10.7298/x4nv9gcxopenalex-snapshot
Social Science with Social Media
inferredcites →https://doi.org/10.9776/13210openalex-snapshot
Citizens' Use of Twitter in Political Information Sharing in South Korea

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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A Tutorial for Using Twitter Data in the Social Sciences: Data Collection, Preparation, and Analysis
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Security Perception and People Well-Being
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Data Quality of Digital Process Data
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Predicting the demographics of Twitter users with programmatic weak supervision
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Learning from noisy label proportions for classifying online social data
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Application of Social Media for Consumer Research
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Technical Sentiment Analysis. Measuring Advantages and Drawbacks of New Products Using Social Media
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The shadows know me: Exploring the dark side of social media in the healthcare field
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Unraveling energy justice in NYC urban buildings through social media sentiment analysis and transformer deep learning
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Effective use of Twitter and Facebook in pathology practice
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Social media analytics – Challenges in topic discovery, data collection, and data preparation
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Twitter as a survey tool for real-time unbiased snapshots of personal sentiment in population level
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The deployment of social media by political authorities and health experts to enhance public information during the COVID-19 pandemic
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Tweeting to be a constitution-writer in Chile: Social media activity, public discourse, and electoral outcomes during pandemic times
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Twitter as Data
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Politicians unleashed? Political communication on Twitter and in parliament in Western Europe
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Copyright Page
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Foreword
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Biographies
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Introduction
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The Paradoxes of Huntingtonian Professionalism
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Civil-Military Relations Norms and Democracy
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Dissents and Sensibility
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Civilian Oversight inside the Pentagon
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Who Has “Skin in the Game”?
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Militarized Ministries of Defense?
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A Matter of Trust
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Confidence without Sacrifice
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When an Immovable Object Meets an Irresistible Force
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Crisis in the Civil-Military Triangle?
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Light Footprint, Low Profile, Low Information
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The Civil-Military Implications of Emerging Technology
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Cyber Operations, Legal Secrecy, and Civil-Military Relations
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US Civil-Military Relations in the Gray Zone
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Conclusion
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A Total Error Framework for Digital Traces of Human Behavior on Online Platforms
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Research Synthesis
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Social Media Analyses for Social Measurement
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The Stability of Economic Correlations over Time
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Artificially intelligent opinion polling
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WhatsApp communication service: a controversial tool for luxury brands
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TweetDIS: A Large Twitter Dataset for Natural Disasters Built using Weak Supervision
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A Two‐Step Procedure to Measure Representativeness of Internet Data Sources
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A Critical Review of Online Social Data
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Addressing Selection Bias in Event Studies with General-Purpose Social Media Panels
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Collecting representative social media samples from a search engine by adaptive query generation
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The Role of Social Media Platforms in Forecasting Elections: A Comparison of Twitter and Facebook
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Computational Public Opinion Measurement: A Systematic Review of Methods and Methodological Limitations
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Dissecting the Spirit of Gezi: Influence vs. Selection in the Occupy Gezi Movement
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Analyzing Public Opinion With Social Media Data During Election Periods: A Selective Literature Review
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A Comparative Analysis of Editorial Leaders' Profiles of Major and Non-Western Library and Information Science Journals
inferred← citeshttps://doi.org/10.17645/up.v3i1.1287openalex-snapshot
#London2012: Towards Citizen-Contributed Urban Planning Through Sentiment Analysis of Twitter Data
inferred← citeshttps://doi.org/10.18653/v1/2021.emnlp-main.27openalex-snapshot
(Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys
inferred← citeshttps://doi.org/10.19181/4m.2021.53.4openalex-snapshot
Integration of survey data and digital footprints: an overview of the main methodological approaches
inferred← citeshttps://doi.org/10.21608/mjsm.2018.109465openalex-snapshot
مواقع التواصل الإجتماعی کقاعدة بیانات لقیاس الرأى العام : الواقع والإشکالیات
inferred← citeshttps://doi.org/10.2196/35788openalex-snapshot
Methods to Establish Race or Ethnicity of Twitter Users: Scoping Review
inferred← citeshttps://doi.org/10.2196/63909openalex-snapshot
Themes, Policies, and Attention Shifts Regarding COVID-19 Vaccinations in German-Speaking Regions: Infoveillance Study Using Tweets
inferred← citeshttps://doi.org/10.24251/hicss.2018.251openalex-snapshot
Sampling Social Media: Supporting Information Retrieval from Microblog Data Resellers with Text, Network, and Spatial Analysis
inferred← citeshttps://doi.org/10.24251/hicss.2019.312openalex-snapshot
Characterizing Political Talk on Twitter: A Comparison Between Public Agenda, Media Agendas, and the Twitter Agenda with Regard to Topics and Dynamics
inferred← citeshttps://doi.org/10.30827/digibug.78750openalex-snapshot
Educación universitaria y ciberactivismo político: un análisis de los jóvenes universitarios de Iberoamérica
inferred← citeshttps://doi.org/10.31234/osf.io/k6vyjopenalex-snapshot
Data Acquisition, Sampling, and Data Preparation Considerations for Quantitative Social Science Research Using Social Media Data
inferred← citeshttps://doi.org/10.31235/osf.io/58u4copenalex-snapshot
Election campaigning on social media: Politicians, audiences and the mediation of political communication on Facebook and Twitter
inferred← citeshttps://doi.org/10.3389/fcomm.2022.955493openalex-snapshot
Social media influence on politicians' and citizens' relationship through the moderating effect of political slogans
inferred← citeshttps://doi.org/10.3389/fdata.2019.00013openalex-snapshot
Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries
inferred← citeshttps://doi.org/10.3389/fdata.2022.886362openalex-snapshot
Examining Sentiment in Complex Texts. A Comparison of Different Computational Approaches
inferred← citeshttps://doi.org/10.3389/fpubh.2022.856825openalex-snapshot
Spatiotemporal variations of public opinion on social distancing in the Netherlands: Comparison of Twitter and longitudinal survey data
inferred← citeshttps://doi.org/10.3390/e20060480openalex-snapshot
Inferring the Population Mean with Second-Order Information in Online Social Networks
inferred← citeshttps://doi.org/10.3390/info10090274openalex-snapshot
Encrypting and Preserving Sensitive Attributes in Customer Churn Data Using Novel Dragonfly Based Pseudonymizer Approach
inferred← citeshttps://doi.org/10.3390/journalmedia4020041openalex-snapshot
Social Media as the Accelerator of Neoliberal Subjectivation and an Entrepreneurial Influencer Self among Youth?—The Hungarian Theater
inferred← citeshttps://doi.org/10.3390/su11174733openalex-snapshot
Community-Based Tourism and Sustainable Development of Rural Regions in Kenya; Perceptions of the Citizenry
inferred← citeshttps://doi.org/10.3917/res.204.0009openalex-snapshot
Le web politique au prisme de la science des données
inferred← citeshttps://doi.org/10.4000/questionsdecommunication.11078openalex-snapshot
L’analyse quantitative des médias sociaux, une alternative aux enquêtes déclaratives ?
inferred← citeshttps://doi.org/10.4324/9781351209434-2openalex-snapshot
Normalizing Digital Trace Data
inferred← citeshttps://doi.org/10.4337/9781802207309.00040openalex-snapshot
Social media and electoral prediction: ten years after
inferred← citeshttps://doi.org/10.48550/arxiv.1901.07876openalex-snapshot
Evaluation of Biases in Self-reported Demographic and Psychometric Information: Traditional versus Facebook-based Surveys
inferred← citeshttps://doi.org/10.48550/arxiv.1907.08228openalex-snapshot
TED-On: A Total Error Framework for Digital Traces of Human Behavior on Online Platforms
inferred← citeshttps://doi.org/10.51685/jqd.2024.icwsm.4openalex-snapshot
Analyzing Support for U.S. Presidential Candidates in Twitter Polls
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.