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200 10$aHumanities Data in R $eExploring Networks, Geospatial Data, Images, and Text /$fby Taylor Arnold, Lauren Tilton
205   $a1st ed. 2015.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015.
215   $a1 online resource (XIII, 211 p. 50 illus., 33 illus. in color.)
225 1 $aQuantitative Methods in the Humanities and Social Sciences,$x2199-0956
300   $aBibliographic Level Mode of Issuance: Monograph
311   $a3-319-20701-6 
327   $aSet-up -- A Short Introduction to R -- EDA I Continuous and Categorical Data -- EDA II Multivariate Analysis -- EDA III Advanced Graphics -- Networks -- Geospatial Data -- Image Data -- Natural Language Processing -- Text Analysis -- Appendix.
330   $aThis pioneering book teaches readers to use R within four core analytical areas applicable to the Humanities: networks, text, geospatial data, and images. This book is also designed to be a bridge: between quantitative and qualitative methods, individual and collaborative work, and the humanities and social scientists. Exploring Humanities Data Types with R does not presuppose background programming experience. Early chapters take readers from R set-up to exploratory data analysis (continuous and categorical data, multivariate analysis, and advanced graphics with emphasis on aesthetics and facility). Everything is hands-on: networks are explained using U.S. Supreme Court opinions, and low-level NLP methods are applied to short stories by Sir Arthur Conan Doyle. The book?s data, code, appendix with 100 basic programming exercises and solutions, and dedicated website are valuable resources for readers. The methodology will have wide application in classrooms and self-study for the humanities, but also for use in linguistics, anthropology, and political science. Outside the classroom, this intersection of humanities and computing is particularly relevant for research and new modes of dissemination across archives, museums and libraries.
410  0$aQuantitative Methods in the Humanities and Social Sciences,$x2199-0956
606   $aStatistics 
606   $aApplication software
606   $aSocial sciences
606   $aComputational linguistics
606   $aAnthropology
606   $aR (Computer program language)
606   $aStatistics and Computing/Statistics Programs$3https://scigraph.springernature.com/ontologies/product-market-codes/S12008
606   $aComputer Appl. in Arts and Humanities$3https://scigraph.springernature.com/ontologies/product-market-codes/I23036
606   $aMethodology of the Social Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/X17000
606   $aComputational Linguistics$3https://scigraph.springernature.com/ontologies/product-market-codes/N22000
606   $aAnthropology$3https://scigraph.springernature.com/ontologies/product-market-codes/X12000
615  0$aStatistics .
615  0$aApplication software.
615  0$aSocial sciences.
615  0$aComputational linguistics.
615  0$aAnthropology.
615  0$aR (Computer program language).
615 14$aStatistics and Computing/Statistics Programs.
615 24$aComputer Appl. in Arts and Humanities.
615 24$aMethodology of the Social Sciences.
615 24$aComputational Linguistics.
615 24$aAnthropology.
676   $a001.30285
700   $aArnold$b Taylor$4aut$4http://id.loc.gov/vocabulary/relators/aut$0755625
702   $aTilton$b Lauren$4aut$4http://id.loc.gov/vocabulary/relators/aut
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906   $aBOOK
912   $a9910300257603321
996   $aHumanities Data in R$92541513
997   $aUNINA