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. G Park, HA Schwartz, JC Eichstaedt, ML Kern, M Kosinski, DJ Stillwell, ... Journal of personality and social psychology 108 (6), 934, 2015 | 889 | 2015 |
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 | 617 | 2018 |
Characterizing Geographic Variation in Well-Being Using Tweets. HA Schwartz, JC Eichstaedt, ML Kern, L Dziurzynski, RE Lucas, ... 7th Annual AAAI International Conference on Web and Social Media (ICWSM-2013 …, 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 |
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 |
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview DS Shah, HA Schwartz, D Hovy Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 277 | 2020 |
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 |
Yelp reviews of hospital care can supplement and inform traditional surveys of the patient experience of care BL Ranard, RM Werner, T Antanavicius, HA Schwartz, RJ Smith, ... Health Affairs 35 (4), 697-705, 2016 | 253 | 2016 |
Data-driven content analysis of social media: A systematic overview of automated methods HA Schwartz, LH Ungar The ANNALS of the American Academy of Political and Social Science 659 (1 …, 2015 | 252 | 2015 |
Natural language analysis and the psychology of verbal behavior: The past, present, and future states of the field RL Boyd, HA Schwartz Journal of Language and Social Psychology 40 (1), 21-41, 2021 | 246 | 2021 |
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 illnesses D Preotiuc-Pietro, J Eichstaedt, G Park, M Sap, L Smith, V Tobolsky, ... NAACL HLT 2015 Workshop on Computational Linguistics for Clinical Psychology, 21, 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 Preotiuc-Pietro, HA Schwartz, G Park, JC Eichstaedt, M Kern, L Ungar, ... Proceedings of the Workshop on Computational Approaches to Subjectivity …, 2016 | 190 | 2016 |
Bots and misinformation spread on social media: Implications for COVID-19 MK Himelein-Wachowiak, S Giorgi, A Devoto, M Rahman, L Ungar, ... Journal of medical Internet research 23 (5), e26933, 2021 | 185 | 2021 |
Birds of a feather do flock together: Behavior-based personality-assessment method reveals personality similarity among couples and friends W Youyou, D Stillwell, HA Schwartz, M Kosinski Psychological science 28 (3), 276-284, 2017 | 176 | 2017 |