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The use of Project Gutenberg (PG) as a text corpus has been extremely popular in statistical analysis of language for more than 25 years.
Hart M. Project Gutenberg; 1971
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100 million words of English
Leech G · 1993
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Entropy and long-range correlations in literary English
Ebeling W, Pöschel T · 1994
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Entropy estimation of symbol sequences
Schurmann T, Grassberger P · 1996
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The effects of lexical specialization on the growth curve of the vocabulary
Baayen RHH · 1996
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Language as an evolving word web
Dorogovtsev SN, Mendes JF · 2001
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NLTK: The Natural Language Toolkit
Loper E, Bird S · 2002
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Least effort and the origins of scaling in human language
Ferrer i Cancho R, Solé RV · 2003
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Patterns in syntactic dependency networks
Ferrer i Cancho R, Solé R, Köhler R · 2004
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Why most published research findings are false
Ioannidis JPA · 2005
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Semiotic dynamics and collaborative tagging
Cattuto C, Loreto V, Pietronero L · 2007
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Davies M. The Corpus of Contemporary American English (COCA): 560 million words, 1990-present.; 2008 · 2008
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Introduction to Information Retrieval
Manning CD, Raghavan P, Schütze H · 2008
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Authorship attribution
Juola P · 2008
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A survey of modern authorship attribution methods
Stamatatos E · 2009
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Language networks: Their structure, function, and evolution
Solé RV, Corominas-Murtra B, Valverde S, Steels L · 2010
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Global topology of word co-occurrence networks: Beyond the two-regime power-law
Choudhury M, Chatterjee D, Mukherjee A · 2010
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Towards the quantification of the semantic information encoded in written language
Montemurro MA, Zanette DH · 2010
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Comparing intermittency and network measurements of words and their dependence on authorship
Amancio DR, Altmann EG, Oliveira ON, Costa LDF · 2011
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Quantitative analysis of culture using millions of digitized books
Michel JB, Shen YK, Aiden AP, Veres A, Gray MK, Team TGB, et al · 2011
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Wikipedia information flow analysis reveals the scale-free architecture of the semantic space
Masucci AP, Kalampokis A, Eguíluz VM, Hernández-García E · 2011
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Temporal patterns of happiness and information in a global social network: Hedonometrics and twitter
Dodds PS, Harris KD, Kloumann IM, Bliss CA, Danforth CM · 2011
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Culturomics: statistical traps muddy the data
Morse-Gagné EE · 2011
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Languages cool as they expand: Allometric scaling and the decreasing need for new words
Petersen AM, Tenenbaum JN, Havlin S, Stanley HE, Perc M · 2012
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A practical approach to language complexity: A Wikipedia case study
Statistical laws in linguistics
Altmann EG, Gerlach M · 2016
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Entropy rate estimates for natural language—A new extrapolation of compressed large-scale corpora
Takahira R, Tanaka-Ishii K, Debowski Ł · 2016
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In narrative texts punctuation marks obey the same statistics as words
Kulig A, Kwapień J, Stanisz T, Drożdż S · 2016
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Large-scale analysis of Zipf’s law in English texts
Moreno-Sánchez I, Font-Clos F, Corral Á · 2016
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The emotional arcs of stories are dominated by six basic shapes
Reagan AJ, Mitchell L, Kiley D, Danforth CM, Dodds PS · 2016
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Similarity of symbol frequency distributions with heavy tails
Gerlach M, Font-Clos F, Altmann EG · 2016
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Yasseri T, Kornai A, Kertész J · 2012
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On the origin of long-range correlations in texts
Altmann EG, Cristadoro G, Esposti MD · 2012
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Quantitative patterns of stylistic influence in the evolution of literature
Hughes JM, Foti NJ, Krakauer DC, Rockmore DN · 2012
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The dynamics of correlated novelties
Tria F, Loreto V, Servedio VDP, Strogatz SH · 2014
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Approaching human language with complex networks
Cong J, Liu H · 2014
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Universals versus historical contingencies in lexical evolution
Bochkarev V, Solovyev V, Wichmann S · 2014
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Extracting information from S-curves of language change
Ghanbarnejad F, Gerlach M, Miotto JM, Altmann EG · 2014
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Frequency patterns of semantic change: Corpus-based evidence of a near-critical dynamics in language change
Feltgen Q, Fagard B, Nadal JP · 2017
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Quantifying structure differences in literature using symbolic diversity and entropy criteria
Febres G, Jaffé K · 2017
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The entropy of words—Learnability and expressivity across more than 1000 languages
Bentz C, Alikaniotis D, Cysouw M, Ferrer-i Cancho R · 2017
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Available from: http://archive.ics.uci.edu/ml
Dheeru D, Karra Taniskidou E. UCI Machine Learning Repository; 2017 · 2017
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Statistics of shared components in complex component systems
Mazzolini A, Gherardi M, Caselle M, Cosentino Lagomarsino M, Osella M · 2018
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Mapping the Americanization of English in space and time
Gonçalves B, Loureiro-Porto L, Ramasco JJ, Sánchez D · 2018
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The dynamics of norm change in the cultural evolution of language
Amato R, Lacasa L, Díaz-Guilera A, Baronchelli A · 2018
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Challenges in detecting evolutionary forces in language change using diachronic corpora
Karjus A, Blythe RA, Kirby S, Smith K · 2018
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Zipf’s, Heaps’ and Taylor’s Laws are determined by the expansion into the adjacent possible
Tria F, Loreto V, Servedio V · 2018
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UMAP: Uniform manifold approximation and projection for dimension reduction
McInnes L, Healy J · 2018
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Evaluating the replicability of social science experiments in Nature and Science between 2010 and 2015
Camerer CF, Dreber A, Holzmeister F, Ho TH, Huber J, Johannesson M, et al · 2018
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Success in books: A big data approach to bestsellers
Yucesoy B, Wang X, Huang J, Barabási AL · 2018
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