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Scattertext is an open source tool for visualizing linguistic variation between document categories in a language-independent way.
Dynamic map labeling
Ken Been, Eli Daiches, and Chee Yap. 2007 · 2007
Earlier work this paper cites.
Fightin’ words: Lexical feature selection and evaluation for identifying the content of political conflict
Burt L. Monroe, Michael P. Colaresi, and Kevin M. Quinn. 2008 · 2008
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Representational Style: The Central Role of Communication in Representation
Justin Ryan Grimmer. 2010 · 2010
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Movie reviews and revenues: An experiment in text regression
Mahesh Joshi, Dipanjan Das, Kevin Gimpel, and Noah A. Smith. 2010 · 2010
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At the national conventions, the words they used
Mike Bostock, Shan Carter, and Matthew Ericson. 2012 · 2012
Earlier work this paper cites.
Personality, gender, and age in the language of social media: The open-vocabulary approach
H. Andrew Schwartz, Johannes C. Eichstaedt, and Margaret L. et al. Kern. 2013 · 2013
Cited alongside, same era.
Dynamic wordclouds and vennclouds for exploratory data analysis
Glen Coppersmith and Erin Kelly. 2014 · 2014
Cited alongside, same era.
Narrative framing of consumer sentiment in online restaurant reviews
Dan Jurafsky, Victor Chahuneau, Bryan Routledge, and Noah Smith. 2014 · 2014
Cited alongside, same era.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
Cited alongside, same era.
Dataclysm: Who We Are (When We Think No One’s Looking)
Christian Rudder. 2014 · 2014
Cited alongside, same era.
Non-linear text regression with a deep convolutional neural network
Zsolt Bitvai and Trevor Cohn. 2015 · 2015
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Geovisual Analytics Approach to Exploring Public Political Discourse on Twitter
J. Nelson, S. Quinn, B. Swedberg, W. Chu, and A. MacEachren. 2015 · 2015
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Fast synthesis of fast collections
Calvin Loncaric, Emina Torlak, and Michael D. Ernst. 2016 · 2016
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Gender-distinguishing features in film dialogue
Alexandra Schofield and Leo Mehr. 2016 · 2016
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tidytext: Text mining and analysis using tidy data principles in r
Julia Silge and David Robinson. 2016 · 2016
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