Personality, gender, and age in the language of social media: The open-vocabulary approach HA Schwartz, JC Eichstaedt, ML Kern, L Dziurzynski, SM Ramones, ... PloS one 8 (9), e73791, 2013 | 2237 | 2013 |
Automatic personality assessment through social media language MEP Park, G., Schwartz, H.A., Eichstaedt, J.C., Kern, M.L., Kosinski, M ... Journal of personality and social psychology 108 (6), 934, 2015 | 889 | 2015 |
Detecting depression and mental illness on social media: an integrative review SC Guntuku, DB Yaden, ML Kern, LH Ungar, JC Eichstaedt Current Opinion in Behavioral Sciences 18, 43-49, 2017 | 679 | 2017 |
Psychological language on Twitter predicts county-level heart disease mortality JC Eichstaedt, HA Schwartz, ML Kern, G Park, DR Labarthe, ... Psychological science 26 (2), 159-169, 2015 | 644 | 2015 |
Facebook language predicts depression in medical records JC Eichstaedt, RJ Smith, RM Merchant, LH Ungar, P Crutchley, ... Proceedings of the National Academy of Sciences 115 (44), 11203-11208, 2018 | 618 | 2018 |
Characterizing geographic variation in well-being using tweets H Schwartz, J Eichstaedt, M Kern, L Dziurzynski, R Lucas, M Agrawal, ... Proceedings of the International AAAI Conference on Web and Social Media 7 …, 2013 | 328 | 2013 |
Towards assessing changes in degree of depression through facebook HA Schwartz, J Eichstaedt, M Kern, G Park, M Sap, D Stillwell, M Kosinski, ... Proceedings of the workshop on computational linguistics and clinical …, 2014 | 320 | 2014 |
The overview effect: awe and self-transcendent experience in space flight. DB Yaden, J Iwry, KJ Slack, JC Eichstaedt, Y Zhao, GE Vaillant, ... Psychology of Consciousness: Theory, Research, and Practice 3 (1), 1, 2016 | 314 | 2016 |
Developing age and gender predictive lexica over social media M Sap, G Park, J Eichstaedt, M Kern, D Stillwell, M Kosinski, L Ungar, ... Proceedings of the 2014 conference on empirical methods in natural language …, 2014 | 295 | 2014 |
Gaining insights from social media language: Methodologies and challenges. ML Kern, G Park, JC Eichstaedt, HA Schwartz, M Sap, LK Smith, ... Psychological methods 21 (4), 507, 2016 | 275 | 2016 |
Predicting individual well-being through the language of social media HA Schwartz, M Sap, ML Kern, JC Eichstaedt, A Kapelner, M Agrawal, ... Biocomputing 2016: Proceedings of the pacific symposium, 516-527, 2016 | 222 | 2016 |
Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods K Jaidka, S Giorgi, HA Schwartz, ML Kern, LH Ungar, JC Eichstaedt Proceedings of the national academy of sciences 117 (19), 10165-10171, 2020 | 221 | 2020 |
The role of personality, age, and gender in tweeting about mental illness D Preoţiuc-Pietro, J Eichstaedt, G Park, M Sap, L Smith, V Tobolsky, ... Proceedings of the 2nd workshop on computational linguistics and clinical …, 2015 | 206 | 2015 |
The online social self: An open vocabulary approach to personality ML Kern, JC Eichstaedt, HA Schwartz, L Dziurzynski, LH Ungar, ... Assessment 21 (2), 158-169, 2014 | 202 | 2014 |
Women are warmer but no less assertive than men: Gender and language on Facebook G Park, DB Yaden, HA Schwartz, ML Kern, JC Eichstaedt, M Kosinski, ... PloS one 11 (5), e0155885, 2016 | 192 | 2016 |
Modelling valence and arousal in facebook posts D Preoţiuc-Pietro, HA Schwartz, G Park, J Eichstaedt, M Kern, L Ungar, ... Proceedings of the 7th workshop on computational approaches to subjectivity …, 2016 | 190 | 2016 |
The emotional and mental health impact of the murder of George Floyd on the US population JC Eichstaedt, GT Sherman, S Giorgi, SO Roberts, ME Reynolds, ... Proceedings of the National Academy of Sciences 118 (39), e2109139118, 2021 | 183 | 2021 |
Understanding and measuring psychological stress using social media SC Guntuku, A Buffone, K Jaidka, JC Eichstaedt, LH Ungar Proceedings of the international AAAI conference on web and social media 13 …, 2019 | 160 | 2019 |
Closed-and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations. JC Eichstaedt, ML Kern, DB Yaden, HA Schwartz, S Giorgi, G Park, ... Psychological Methods 26 (4), 398, 2021 | 148 | 2021 |
Dlatk: Differential language analysis toolkit HA Schwartz, S Giorgi, M Sap, P Crutchley, L Ungar, J Eichstaedt Proceedings of the 2017 conference on empirical methods in natural language …, 2017 | 145 | 2017 |