| 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 | 237 | 2020 |
| 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 | 224 | 2021 |
| 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 | 208 | 2021 |
| 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 | 172 | 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 | 160 | 2017 |
| Primal world beliefs. JDW Clifton, JD Baker, CL Park, DB Yaden, ABW Clifton, P Terni, JL Miller, ... Psychological Assessment 31 (1), 82, 2019 | 128 | 2019 |
| Suicide risk assessment with multi-level dual-context language and BERT M Matero, A Idnani, Y Son, S Giorgi, H Vu, M Zamani, P Limbachiya, ... Proceedings of the sixth workshop on computational linguistics and clinical …, 2019 | 98 | 2019 |
| Studying the Dark Triad of personality through Twitter behavior D Preotiuc-Pietro, J Carpenter, S Giorgi, L Ungar Proceedings of the 25th ACM international on conference on information and …, 2016 | 98 | 2016 |
| Can Twitter be used to predict county excessive alcohol consumption rates? B Curtis, S Giorgi, AEK Buffone, LH Ungar, RD Ashford, J Hemmons, ... PloS one 13 (4), e0194290, 2018 | 88 | 2018 |
| Analyzing biases in human perception of user age and gender from text L Flekova, J Carpenter, S Giorgi, L Ungar, D Preoţiuc-Pietro Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 57 | 2016 |
| Twitter corpus of the# blacklivesmatter movement and counter protests: 2013 to 2021 S Giorgi, SC Guntuku, MK Himelein-Wachowiak, A Kwarteng, S Hwang, ... Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022 | 53 | 2022 |
| Understanding weekly COVID-19 concerns through dynamic content-specific LDA topic modeling M Zamani, HA Schwartz, J Eichstaedt, SC Guntuku, AV Ganesan, ... Proceedings of the conference on empirical methods in natural language …, 2020 | 48 | 2020 |
| The remarkable benefit of user-level aggregation for lexical-based population-level predictions S Giorgi, D Preotiuc-Pietro, A Buffone, D Rieman, LH Ungar, HA Schwartz arXiv preprint arXiv:1808.09600, 2018 | 47 | 2018 |
| Loneliness and daily alcohol consumption during the COVID-19 pandemic E Bragard, S Giorgi, P Juneau, BL Curtis Alcohol and alcoholism 57 (2), 198-202, 2022 | 45 | 2022 |
| COVID-related victimization, racial bias and employment and housing disruption increase mental health risk among US Asian, Black and Latinx adults CB Fisher, X Tao, T Liu, S Giorgi, B Curtis Frontiers in Public Health 9, 772236, 2021 | 43 | 2021 |
| Real men don’t say “cute” using automatic language analysis to isolate inaccurate aspects of stereotypes J Carpenter, D Preotiuc-Pietro, L Flekova, S Giorgi, C Hagan, ML Kern, ... Social Psychological and Personality Science 8 (3), 310-322, 2017 | 37 | 2017 |
| Tweet classification without the tweet: An empirical examination of user versus document attributes V Lynn, S Giorgi, N Balasubramanian, HA Schwartz Proceedings of the third workshop on natural language processing and …, 2019 | 34 | 2019 |
| Regional personality assessment through social media language S Giorgi, KL Nguyen, JC Eichstaedt, ML Kern, DB Yaden, M Kosinski, ... Journal of personality 90 (3), 405-425, 2022 | 32 | 2022 |
| Recognizing Pathogenic Empathy in Social Media. M Abdul-Mageed, A Buffone, H Peng, S Giorgi, JC Eichstaedt, LH Ungar ICWSM, 448-451, 2017 | 32 | 2017 |
| The text-package: An R-package for analyzing and visualizing human language using natural language processing and transformers. O Kjell, S Giorgi, HA Schwartz Psychological methods, 2023 | 29 | 2023 |
Lyle UngarUniversity of PennsylvaniaDirección de correo verificada de cis.upenn.edu
