Christopher M. Danforth

6.4k total citations · 5 hit papers
89 papers, 3.7k citations indexed

About

Christopher M. Danforth is a scholar working on Statistical and Nonlinear Physics, Sociology and Political Science and Artificial Intelligence. According to data from OpenAlex, Christopher M. Danforth has authored 89 papers receiving a total of 3.7k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Statistical and Nonlinear Physics, 23 papers in Sociology and Political Science and 19 papers in Artificial Intelligence. Recurrent topics in Christopher M. Danforth's work include Complex Network Analysis Techniques (18 papers), Meteorological Phenomena and Simulations (11 papers) and Opinion Dynamics and Social Influence (11 papers). Christopher M. Danforth is often cited by papers focused on Complex Network Analysis Techniques (18 papers), Meteorological Phenomena and Simulations (11 papers) and Opinion Dynamics and Social Influence (11 papers). Christopher M. Danforth collaborates with scholars based in United States, Australia and Denmark. Christopher M. Danforth's co-authors include Peter Sheridan Dodds, Kameron Decker Harris, Catherine A. Bliss, Lewis Mitchell, Morgan R. Frank, Isabel M. Kloumann, Andrew Reece, Andrew J. Reagan, Eugenia Kalnay and Takemasa Miyoshi and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Physical Review Letters and SHILAP Revista de lepidopterología.

In The Last Decade

Christopher M. Danforth

85 papers receiving 3.5k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter

2011 519 citations Peter Sheridan Dodds, Kameron Decker Harris et al. PLoS ONE profile →
The Geography of Happiness: Connecting Twitter Sentiment and Expression, Demographics, and Objective Characteristics of Place

2013 337 citations Lewis Mitchell, Morgan R. Frank et al. PLoS ONE profile →
Instagram photos reveal predictive markers of depression

2017 296 citations Christopher M. Danforth et al. EPJ Data Science profile →
Human language reveals a universal positivity bias

2015 252 citations Peter Sheridan Dodds, Morgan R. Frank et al. profile →
Characterizing the Google Books Corpus: Strong Limits to Inferences of Socio-Cultural and Linguistic Evolution

2015 192 citations Christopher M. Danforth, Peter Sheridan Dodds et al. PLoS ONE profile →

Peers

Countries citing papers authored by Christopher M. Danforth

Since Specialization

Citations

This map shows the geographic impact of Christopher M. Danforth's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Christopher M. Danforth with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Christopher M. Danforth more than expected).

Fields of papers citing papers by Christopher M. Danforth

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Christopher M. Danforth. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Christopher M. Danforth. The network helps show where Christopher M. Danforth may publish in the future.

Co-authorship network of co-authors of Christopher M. Danforth

This figure shows the co-authorship network connecting the top 25 collaborators of Christopher M. Danforth. A scholar is included among the top collaborators of Christopher M. Danforth based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Christopher M. Danforth. Christopher M. Danforth is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data 2023 ·PubMed ·Ellen W. McGinnis, (unknown), (unknown), (unknown), (unknown), Christopher M. Danforth, Matthew Price, William Copeland, Ryan S. McGinnis	0
2	Nature Exposure is Associated With Reduced Smartphone Use 2023 ·Environment and Behavior ·Kelton Minor, (unknown), Aaron J. Schwartz, Christopher M. Danforth, Sune Lehmann, Andreas Bjerre-Nielsen	16
3	Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems 2023 ·EPJ Data Science ·Peter Sheridan Dodds, (unknown), (unknown), Thayer Alshaabi, Jane L. Adams, (unknown), (unknown), Morgan R. Frank, Andrew J. Reagan, Christopher M. Danforth	2
4	Twitter misogyny associated with Hillary Clinton increased throughout the 2016 U.S. election campaign 2023 ·Scientific Reports ·(unknown), Thayer Alshaabi, (unknown), Khandis R. Blake, Christopher M. Danforth, Peter Sheridan Dodds, Nick Haslam, Cordelia Fine	5
5	Doomscrolling during COVID-19: The negative association between daily social and traditional media consumption and mental health symptoms during the COVID-19 pandemic. 2022 ·Psychological Trauma Theory Research Practice and Policy ·Matthew Price, Alison C. Legrand, Zoe M. F. Brier, Katherine van Stolk‐Cooke, Kelly Peck, Peter Sheridan Dodds, Christopher M. Danforth, Zachary W. Adams	62
6	Augmenting Semantic Lexicons Using Word Embeddings and Transfer Learning 2022 ·Frontiers in Artificial Intelligence ·Thayer Alshaabi, (unknown), (unknown), Matthew Arnold, Christopher M. Danforth, Peter Sheridan Dodds	5
7	Hahahahaha, Duuuuude, Yeeessss!: A two-parameter characterization of stretchable words and the dynamics of mistypings and misspellings 2020 ·PLoS ONE ·(unknown), Christopher M. Danforth, Peter Sheridan Dodds	2
8	Fragmentation and inefficiencies in US equity markets: Evidence from the Dow 30 2020 ·PLoS ONE ·Brian F. Tivnan, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Matthew T. McMahon, (unknown), (unknown), Christopher M. Danforth	6
9	Story Arcs in Serious Illness: Natural Language Processing features of Palliative Care Conversations 2019 ·Patient Education and Counseling ·(unknown), Christopher M. Danforth, Margaret J. Eppstein, (unknown), (unknown), (unknown), (unknown), Donna M. Rizzo, Robert Gramling	16
10	English verb regularization in books and tweets 2018 ·PLoS ONE ·(unknown), Andrew J. Reagan, Peter Sheridan Dodds, Christopher M. Danforth	9
11	Exposure to urban parks improves affect and reduces negativity on Twitter. 2018 ·arXiv (Cornell University) ·Aaron J. Schwartz, Peter Sheridan Dodds, Jarlath O’Neil‐Dunne, Christopher M. Danforth, Taylor H. Ricketts	6
12	Divergent discourse between protests and counter-protests: #BlackLivesMatter and #AllLivesMatter 2018 ·PLoS ONE ·Ryan J. Gallagher, Andrew J. Reagan, Christopher M. Danforth, Peter Sheridan Dodds	95
13	Continuum rich-get-richer processes: Mean field analysis with an application to firm size 2018 ·Physical review. E ·(unknown), Christopher M. Danforth, Peter Sheridan Dodds	1
14	The Lexicocalorimeter: Gauging public health through caloric input and output on social media 2017 ·PLoS ONE ·(unknown), (unknown), Jake Ryland Williams, Andrew J. Reagan, (unknown), (unknown), Morgan R. Frank, Lewis Mitchell, Jacob Lahne, Christopher M. Danforth, Peter Sheridan Dodds	16
15	Simon's fundamental rich-get-richer model entails a dominant first-mover advantage 2017 ·Physical review. E ·Peter Sheridan Dodds, (unknown), (unknown), (unknown), Lewis Mitchell, Andrew J. Reagan, Jake Ryland Williams, Christopher M. Danforth	8
16	Tracking Climate Change through the Spatiotemporal Dynamics of the Teletherms, the Statistically Hottest and Coldest Days of the Year 2016 ·PLoS ONE ·Peter Sheridan Dodds, Lewis Mitchell, Andrew J. Reagan, Christopher M. Danforth	5
17	Characterizing the Google Books Corpus: Strong Limits to Inferences of Socio-Cultural and Linguistic Evolution breakdown → 2015 ·PLoS ONE ·(unknown), Christopher M. Danforth, Peter Sheridan Dodds	192
18	The Geography of Happiness: Connecting Twitter Sentiment and Expression, Demographics, and Objective Characteristics of Place breakdown → 2013 ·PLoS ONE ·Lewis Mitchell, Morgan R. Frank, Kameron Decker Harris, Peter Sheridan Dodds, Christopher M. Danforth	337
19	Dynamical influence processes on networks: General theory and applications to social contagion 2013 ·Physical Review E ·Kameron Decker Harris, Christopher M. Danforth, Peter Sheridan Dodds	10
20	Defining the Boundaries of Normal Thrombin Generation: Investigations into Hemostasis 2012 ·PLoS ONE ·Christopher M. Danforth, Thomas Orfeo, Stephen J. Everse, Kenneth G. Mann, Kathleen E. Brummel‐Ziedins	54

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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