Temporal patterns of happiness and information in a global social network: Hedonometrics and Twitter PS Dodds, KD Harris, IM Kloumann, CA Bliss, CM Danforth PloS one 6 (12), e26752, 2011 | 1061 | 2011 |
Instagram photos reveal predictive markers of depression AG Reece, CM Danforth EPJ Data Science, 2017 | 648 | 2017 |
The geography of happiness: Connecting twitter sentiment and expression, demographics, and objective characteristics of place L Mitchell, MR Frank, KD Harris, PS Dodds, CM Danforth PloS one 8 (5), e64417, 2013 | 629 | 2013 |
The emotional arcs of stories are dominated by six basic shapes AJ Reagan, L Mitchell, D Kiley, CM Danforth, PS Dodds EPJ data science 5 (1), 1-12, 2016 | 558 | 2016 |
Measuring the happiness of large-scale written expression: Songs, blogs, and presidents PS Dodds, CM Danforth Journal of happiness studies 11, 441-456, 2010 | 537 | 2010 |
Human language reveals a universal positivity bias PS Dodds, EM Clark, S Desu, MR Frank, AJ Reagan, JR Williams, ... Proceedings of the national academy of sciences 112 (8), 2389-2394, 2015 | 477 | 2015 |
Characterizing the Google Books corpus: Strong limits to inferences of socio-cultural and linguistic evolution EA Pechenick, CM Danforth, PS Dodds PloS one 10 (10), e0137041, 2015 | 475 | 2015 |
Forecasting the onset and course of mental illness with Twitter data AG Reece, AJ Reagan, KLM Lix, PS Dodds, CM Danforth, EJ Langer Scientific reports 7 (1), 13006, 2017 | 445 | 2017 |
Climate change sentiment on Twitter: An unsolicited public opinion poll EM Cody, AJ Reagan, L Mitchell, PS Dodds, CM Danforth PloS one 10 (8), e0136092, 2015 | 369 | 2015 |
An evolutionary algorithm approach to link prediction in dynamic social networks CA Bliss, MR Frank, CM Danforth, PS Dodds Journal of Computational Science 5 (5), 750-764, 2014 | 320 | 2014 |
Divergent discourse between protests and counter-protests: #BlackLivesMatter and #AllLivesMatter RJ Gallagher, AJ Reagan, CM Danforth, PS Dodds PloS one 13 (4), e0195644, 2018 | 258 | 2018 |
Happiness and the patterns of life: A study of geolocated tweets MR Frank, L Mitchell, PS Dodds, CM Danforth Scientific reports 3 (1), 2625, 2013 | 197 | 2013 |
Twitter reciprocal reply networks exhibit assortativity with respect to happiness CA Bliss, IM Kloumann, KD Harris, CM Danforth, PS Dodds Journal of Computational Science, 2012 | 181 | 2012 |
Positivity of the English language IM Kloumann, CM Danforth, KD Harris, CA Bliss, PS Dodds PloS one 7 (1), e29484, 2012 | 159 | 2012 |
Estimating and correcting global weather model error CM Danforth, E Kalnay, T Miyoshi Monthly Weather Review, 2007 | 147 | 2007 |
Sifting robotic from organic text: a natural language approach for detecting automation on Twitter EM Clark, JR Williams, CA Jones, RA Galbraith, CM Danforth, PS Dodds Journal of computational science 16, 1-7, 2016 | 136 | 2016 |
Doomscrolling during COVID-19: The negative association between daily social and traditional media consumption and mental health symptoms during the COVID-19 pandemic. M Price, AC Legrand, ZMF Brier, K van Stolk-Cooke, K Peck, PS Dodds, ... Psychological Trauma: Theory, Research, Practice, and Policy 14 (8), 1338, 2022 | 133 | 2022 |
Social media usage patterns during natural hazards MT Niles, BF Emery, AJ Reagan, PS Dodds, CM Danforth PloS one 14 (2), e0210484, 2019 | 129 | 2019 |
Sentiment analysis methods for understanding large-scale texts: a case for using continuum-scored words and word shift graphs AJ Reagan, CM Danforth, B Tivnan, JR Williams, PS Dodds EPJ Data Science 6, 1-21, 2017 | 122* | 2017 |
Accounting for model errors in ensemble data assimilation H Li, E Kalnay, T Miyoshi, CM Danforth Monthly Weather Review 137 (10), 3407-3419, 2009 | 106 | 2009 |