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Literature DB >> 21163965

Quantitative analysis of culture using millions of digitized books.

Jean-Baptiste Michel¹, Yuan Kui Shen, Aviva Presser Aiden, Adrian Veres, Matthew K Gray, Joseph P Pickett, Dale Hoiberg, Dan Clancy, Peter Norvig, Jon Orwant, Steven Pinker, Martin A Nowak, Erez Lieberman Aiden.

Abstract

We constructed a corpus of digitized texts containing about 4% of all books ever printed. Analysis of this corpus enables us to investigate cultural trends quantitatively. We survey the vast terrain of 'culturomics,' focusing on linguistic and cultural phenomena that were reflected in the English language between 1800 and 2000. We show how this approach can provide insights about fields as diverse as lexicography, the evolution of grammar, collective memory, the adoption of technology, the pursuit of fame, censorship, and historical epidemiology. Culturomics extends the boundaries of rigorous quantitative inquiry to a wide array of new phenomena spanning the social sciences and the humanities.

Entities: Chemical Disease Gene Species

Mesh：

Year: 2010 PMID： 21163965 PMCID： PMC3279742 DOI： 10.1126/science.1199644

Source DB: PubMed Journal: Science ISSN： 0036-8075 Impact factor: 47.728

3 in total

1. Initial sequencing and analysis of the human genome.

Authors: E S Lander; L M Linton; B Birren; C Nusbaum; M C Zody; J Baldwin; K Devon; K Dewar; M Doyle; W FitzHugh; R Funke; D Gage; K Harris; A Heaford; J Howland; L Kann; J Lehoczky; R LeVine; P McEwan; K McKernan; J Meldrim; J P Mesirov; C Miranda; W Morris; J Naylor; C Raymond; M Rosetti; R Santos; A Sheridan; C Sougnez; Y Stange-Thomann; N Stojanovic; A Subramanian; D Wyman; J Rogers; J Sulston; R Ainscough; S Beck; D Bentley; J Burton; C Clee; N Carter; A Coulson; R Deadman; P Deloukas; A Dunham; I Dunham; R Durbin; L French; D Grafham; S Gregory; T Hubbard; S Humphray; A Hunt; M Jones; C Lloyd; A McMurray; L Matthews; S Mercer; S Milne; J C Mullikin; A Mungall; R Plumb; M Ross; R Shownkeen; S Sims; R H Waterston; R K Wilson; L W Hillier; J D McPherson; M A Marra; E R Mardis; L A Fulton; A T Chinwalla; K H Pepin; W R Gish; S L Chissoe; M C Wendl; K D Delehaunty; T L Miner; A Delehaunty; J B Kramer; L L Cook; R S Fulton; D L Johnson; P J Minx; S W Clifton; T Hawkins; E Branscomb; P Predki; P Richardson; S Wenning; T Slezak; N Doggett; J F Cheng; A Olsen; S Lucas; C Elkin; E Uberbacher; M Frazier; R A Gibbs; D M Muzny; S E Scherer; J B Bouck; E J Sodergren; K C Worley; C M Rives; J H Gorrell; M L Metzker; S L Naylor; R S Kucherlapati; D L Nelson; G M Weinstock; Y Sakaki; A Fujiyama; M Hattori; T Yada; A Toyoda; T Itoh; C Kawagoe; H Watanabe; Y Totoki; T Taylor; J Weissenbach; R Heilig; W Saurin; F Artiguenave; P Brottier; T Bruls; E Pelletier; C Robert; P Wincker; D R Smith; L Doucette-Stamm; M Rubenfield; K Weinstock; H M Lee; J Dubois; A Rosenthal; M Platzer; G Nyakatura; S Taudien; A Rump; H Yang; J Yu; J Wang; G Huang; J Gu; L Hood; L Rowen; A Madan; S Qin; R W Davis; N A Federspiel; A P Abola; M J Proctor; R M Myers; J Schmutz; M Dickson; J Grimwood; D R Cox; M V Olson; R Kaul; C Raymond; N Shimizu; K Kawasaki; S Minoshima; G A Evans; M Athanasiou; R Schultz; B A Roe; F Chen; H Pan; J Ramser; H Lehrach; R Reinhardt; W R McCombie; M de la Bastide; N Dedhia; H Blöcker; K Hornischer; G Nordsiek; R Agarwala; L Aravind; J A Bailey; A Bateman; S Batzoglou; E Birney; P Bork; D G Brown; C B Burge; L Cerutti; H C Chen; D Church; M Clamp; R R Copley; T Doerks; S R Eddy; E E Eichler; T S Furey; J Galagan; J G Gilbert; C Harmon; Y Hayashizaki; D Haussler; H Hermjakob; K Hokamp; W Jang; L S Johnson; T A Jones; S Kasif; A Kaspryzk; S Kennedy; W J Kent; P Kitts; E V Koonin; I Korf; D Kulp; D Lancet; T M Lowe; A McLysaght; T Mikkelsen; J V Moran; N Mulder; V J Pollara; C P Ponting; G Schuler; J Schultz; G Slater; A F Smit; E Stupka; J Szustakowki; D Thierry-Mieg; J Thierry-Mieg; L Wagner; J Wallis; R Wheeler; A Williams; Y I Wolf; K H Wolfe; S P Yang; R F Yeh; F Collins; M S Guyer; J Peterson; A Felsenfeld; K A Wetterstrand; A Patrinos; M J Morgan; P de Jong; J J Catanese; K Osoegawa; H Shizuya; S Choi; Y J Chen; J Szustakowki
Journal: Nature Date: 2001-02-15 Impact factor: 49.962

2. Quantifying the evolutionary dynamics of language.

Authors: Erez Lieberman; Jean-Baptiste Michel; Joe Jackson; Tina Tang; Martin A Nowak
Journal: Nature Date: 2007-10-11 Impact factor: 49.962

Review 3. Cognitive neuroscience and the study of memory.

Authors: B Milner; L R Squire; E R Kandel
Journal: Neuron Date: 1998-03 Impact factor: 17.173

3 in total

204 in total

1. Semantic characteristics of NLP-extracted concepts in clinical notes vs. biomedical literature.

Authors: Stephen Wu; Hongfang Liu
Journal: AMIA Annu Symp Proc Date: 2011-10-22

2. Quantitative patterns of stylistic influence in the evolution of literature.

Authors: James M Hughes; Nicholas J Foti; David C Krakauer; Daniel N Rockmore
Journal: Proc Natl Acad Sci U S A Date: 2012-04-30 Impact factor: 11.205

3. Evolution of music by public choice.

Authors: Robert M MacCallum; Matthias Mauch; Austin Burt; Armand M Leroi
Journal: Proc Natl Acad Sci U S A Date: 2012-06-18 Impact factor: 11.205

4. Informatics technology mimics ecology: dense, mutualistic collaboration networks are associated with higher publication rates.

Authors: Marco D Sorani
Journal: PLoS One Date: 2012-01-18 Impact factor: 3.240

Quantitative analysis of culture using millions of digitized books.

1. Initial sequencing and analysis of the human genome.

2. Quantifying the evolutionary dynamics of language.

Review 3. Cognitive neuroscience and the study of memory.

1. Semantic characteristics of NLP-extracted concepts in clinical notes vs. biomedical literature.

2. Quantitative patterns of stylistic influence in the evolution of literature.

3. Evolution of music by public choice.

4. Informatics technology mimics ecology: dense, mutualistic collaboration networks are associated with higher publication rates.

5. Culturomics: Word play.

6. Population-level neutral model already explains linguistic patterns.

7. How language enables abstraction: a study in computational cultural psychology.

8. Revealing Word Order: Using Serial Position in Binomials to Predict Properties of the Speaker.

9. Extracting information from S-curves of language change.

10. Community-engaged development of a GIS-based healthfulness index to shape health equity solutions.