Cargando…

Humanities Data in R Exploring Networks, Geospatial Data, Images, and Text /

This 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 an...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Arnold, Taylor (Autor), Tilton, Lauren (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Quantitative Methods in the Humanities and Social Sciences,
Temas:
Acceso en línea:Texto Completo

MARC

LEADER 00000nam a22000005i 4500
001 978-3-319-20702-5
003 DE-He213
005 20220119154146.0
007 cr nn 008mamaa
008 150923s2015 sz | s |||| 0|eng d
020 |a 9783319207025  |9 978-3-319-20702-5 
024 7 |a 10.1007/978-3-319-20702-5  |2 doi 
050 4 |a QA276.4-.45 
072 7 |a PBT  |2 bicssc 
072 7 |a UFM  |2 bicssc 
072 7 |a COM077000  |2 bisacsh 
072 7 |a PBT  |2 thema 
072 7 |a UFM  |2 thema 
082 0 4 |a 519.5  |2 23 
100 1 |a Arnold, Taylor.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Humanities Data in R  |h [electronic resource] :  |b Exploring Networks, Geospatial Data, Images, and Text /  |c by Taylor Arnold, Lauren Tilton. 
250 |a 1st ed. 2015. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2015. 
300 |a XIII, 211 p. 50 illus., 33 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Quantitative Methods in the Humanities and Social Sciences,  |x 2199-0964 
505 0 |a Set-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. 
520 |a This 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. 
650 0 |a Mathematical statistics-Data processing. 
650 0 |a Digital humanities. 
650 0 |a Sociology-Methodology. 
650 0 |a Computational linguistics. 
650 0 |a Anthropology. 
650 1 4 |a Statistics and Computing. 
650 2 4 |a Digital Humanities. 
650 2 4 |a Sociological Methods. 
650 2 4 |a Computational Linguistics. 
650 2 4 |a Anthropology. 
700 1 |a Tilton, Lauren.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9783319207018 
776 0 8 |i Printed edition:  |z 9783319207032 
776 0 8 |i Printed edition:  |z 9783319366715 
830 0 |a Quantitative Methods in the Humanities and Social Sciences,  |x 2199-0964 
856 4 0 |u https://doi.uam.elogim.com/10.1007/978-3-319-20702-5  |z Texto Completo 
912 |a ZDB-2-SMA 
912 |a ZDB-2-SXMS 
950 |a Mathematics and Statistics (SpringerNature-11649) 
950 |a Mathematics and Statistics (R0) (SpringerNature-43713)