Facebook language predicts depression in medical records
Eichstaedt, Johannes C., Smith, Robert J., Merchant, Raina M., Ungar, Lyle H., Crutchley, Patrick, Preoţiuc-Pietro, Daniel, Asch, David A., Schwartz, H. Andrew
Published in Proceedings of the National Academy of Sciences - PNAS (30.10.2018)
Published in Proceedings of the National Academy of Sciences - PNAS (30.10.2018)
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Journal Article
Personality, gender, and age in the language of social media: the open-vocabulary approach
Schwartz, H Andrew, Eichstaedt, Johannes C, Kern, Margaret L, Dziurzynski, Lukasz, Ramones, Stephanie M, Agrawal, Megha, Shah, Achal, Kosinski, Michal, Stillwell, David, Seligman, Martin E P, Ungar, Lyle H
Published in PloS one (25.09.2013)
Published in PloS one (25.09.2013)
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Journal Article
Automatic personality assessment through social media language
Park, Gregory, Schwartz, H Andrew, Eichstaedt, Johannes C, Kern, Margaret L, Kosinski, Michal, Stillwell, David J, Ungar, Lyle H, Seligman, Martin E P
Published in Journal of personality and social psychology (01.06.2015)
Published in Journal of personality and social psychology (01.06.2015)
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Journal Article
Evaluating the predictability of medical conditions from social media posts
Merchant, Raina M, Asch, David A, Crutchley, Patrick, Ungar, Lyle H, Guntuku, Sharath C, Eichstaedt, Johannes C, Hill, Shawndra, Padrez, Kevin, Smith, Robert J, Schwartz, H Andrew
Published in PloS one (17.06.2019)
Published in PloS one (17.06.2019)
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Journal Article
Psychological Language on Twitter Predicts County-Level Heart Disease Mortality
Eichstaedt, Johannes C., Schwartz, Hansen Andrew, Kern, Margaret L., Park, Gregory, Labarthe, Darwin R., Merchant, Raina M., Jha, Sneha, Agrawal, Megha, Dziurzynski, Lukasz A., Sap, Maarten, Weeg, Christopher, Larson, Emily E., Ungar, Lyle H., Seligman, Martin E. P.
Published in Psychological science (01.02.2015)
Published in Psychological science (01.02.2015)
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Journal Article
The Cantril Ladder elicits thoughts about power and wealth
Nilsson, August Håkan, Eichstaedt, Johannes C., Lomas, Tim, Schwartz, Andrew, Kjell, Oscar
Published in Scientific reports (01.02.2024)
Published in Scientific reports (01.02.2024)
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Journal Article
Women are Warmer but No Less Assertive than Men: Gender and Language on Facebook
Park, Gregory, Yaden, David Bryce, Schwartz, H Andrew, Kern, Margaret L, Eichstaedt, Johannes C, Kosinski, Michael, Stillwell, David, Ungar, Lyle H, Seligman, Martin E P
Published in PloS one (25.05.2016)
Published in PloS one (25.05.2016)
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Journal Article
Predicting U.S. county opioid poisoning mortality from multi-modal social media and psychological self-report data
Giorgi, Salvatore, Yaden, David B., Eichstaedt, Johannes C., Ungar, Lyle H., Schwartz, H. Andrew, Kwarteng, Amy, Curtis, Brenda
Published in Scientific reports (03.06.2023)
Published in Scientific reports (03.06.2023)
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Journal Article
The language of character strengths: Predicting morally valued traits on social media
Pang, Dandan, Eichstaedt, Johannes C., Buffone, Anneke, Slaff, Barry, Ruch, Willibald, Ungar, Lyle H.
Published in Journal of personality (01.04.2020)
Published in Journal of personality (01.04.2020)
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Journal Article
Association between right heart size and right ventricular output reserve in patients with pulmonary arterial hypertension
Egenlauf, B., Weinstock, K.F., Marra, A.M., Eichstaedt, C.A., Harutyunova, S., Grünig, E., Xanthouli, P., Benjamin, N.
Published in International journal of cardiology (01.12.2024)
Published in International journal of cardiology (01.12.2024)
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Journal Article
The Future of Technology in Positive Psychology: Methodological Advances in the Science of Well-Being
Yaden, David B, Eichstaedt, Johannes C, Medaglia, John D
Published in Frontiers in psychology (18.06.2018)
Published in Frontiers in psychology (18.06.2018)
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Journal Article
Clinical Outcome and Comparison of Three Different Left Ventricular Assist Devices in a High‐Risk Cohort
Zhigalov, Konstantin, Mashhour, Ahmed, Szczechowicz, Marcin, Mkalaluh, Sabreen, Karagezian, Sergei, Gogia, Irakli, Isaev, Maxim, Kadyraliev, Bakitbek K., Easo, Jerry, Ennker, Juergen, Eichstaedt, Harald C., Weymann, Alexander
Published in Artificial organs (01.11.2018)
Published in Artificial organs (01.11.2018)
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Journal Article
Robust language-based mental health assessments in time and space through social media
Mangalik, Siddharth, Eichstaedt, Johannes C., Giorgi, Salvatore, Mun, Jihu, Ahmed, Farhan, Gill, Gilvir, V. Ganesan, Adithya, Subrahmanya, Shashanka, Soni, Nikita, Clouston, Sean A. P., Schwartz, H. Andrew
Published in NPJ digital medicine (02.05.2024)
Published in NPJ digital medicine (02.05.2024)
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Journal Article
Depression and Anxiety on Twitter During the COVID-19 Stay-At-Home Period in 7 Major U.S. Cities
Levanti, Danielle, Monastero, Rebecca N., Zamani, Mohammadzaman, Eichstaedt, Johannes C., Giorgi, Salvatore, Schwartz, H. Andrew, Meliker, Jaymie R.
Published in AJPM Focus (01.03.2023)
Published in AJPM Focus (01.03.2023)
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Journal Article
Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation
Stade, Elizabeth C, Stirman, Shannon Wiltsey, Ungar, Lyle H, Boland, Cody L, Schwartz, H Andrew, Yaden, David B, Sedoc, João, DeRubeis, Robert J, Willer, Robb, Eichstaedt, Johannes C
Published in Npj mental health research (02.04.2024)
Published in Npj mental health research (02.04.2024)
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Journal Article
Filling in the white space: Spatial interpolation with Gaussian processes and social media data
Giorgi, Salvatore, Eichstaedt, Johannes C., Preoţiuc-Pietro, Daniel, Gardner, Jacob R., Schwartz, H. Andrew, Ungar, Lyle H.
Published in Current research in ecological and social psychology (2023)
Published in Current research in ecological and social psychology (2023)
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Journal Article
Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods
Jaidka, Kokil, Giorgi, Salvatore, Schwartz, H. Andrew, Kern, Margaret L., Ungar, Lyle H., Eichstaedt, Johannes C.
Published in Proceedings of the National Academy of Sciences - PNAS (12.05.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (12.05.2020)
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Journal Article