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 humanit...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham ; Heidelberg ; New York ; Dordrecht ; London
Springer
[2015]
|
| Schriftenreihe: | Quantitative methods in the humanities and social sciences
|
| Schlagworte: | |
| Zusammenfassung: | "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."--Page 4 de la couverture |
| Beschreibung: | xiii, 211 Seiten Illustrationen, Diagramme, Karten |
| ISBN: | 9783319207018 9783319366715 |
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Datensatz im Suchindex
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| author | Arnold, Taylor Tilton, Lauren |
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| bvnumber | BV042978701 |
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| contents | 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 |
| ctrlnum | (OCoLC)927841078 (DE-599)BSZ446398659 |
| discipline | Allgemeines Informatik Sprachwissenschaft Literaturwissenschaft |
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| id | DE-604.BV042978701 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:14:17Z |
| institution | BVB |
| isbn | 9783319207018 9783319366715 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028404269 |
| oclc_num | 927841078 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-188 DE-824 DE-29T DE-11 DE-739 DE-521 DE-473 DE-BY-UBG |
| owner_facet | DE-355 DE-BY-UBR DE-188 DE-824 DE-29T DE-11 DE-739 DE-521 DE-473 DE-BY-UBG |
| physical | xiii, 211 Seiten Illustrationen, Diagramme, Karten |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer |
| record_format | marc |
| series2 | Quantitative methods in the humanities and social sciences |
| spelling | Arnold, Taylor Verfasser (DE-588)1081454458 aut Humanities data in R exploring networks, geospatial data, images, and text Taylor Arnold, Lauren Tilton Cham ; Heidelberg ; New York ; Dordrecht ; London Springer [2015] © 2015 xiii, 211 Seiten Illustrationen, Diagramme, Karten txt rdacontent n rdamedia nc rdacarrier Quantitative methods in the humanities and social sciences 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 "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."--Page 4 de la couverture Raumdaten (DE-588)4206012-6 gnd rswk-swf Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd rswk-swf Digital Humanities (DE-588)1038714850 gnd rswk-swf Quantitative Bildanalyse (DE-588)4176604-0 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Sprachanalyse (DE-588)4129916-4 gnd rswk-swf Statistique Progiciels Linguistique / Informatique Sciences sociales Humanities / Statistical methods / Data processing Sciences humaines / Méthodes statistiques / Informatique Mathematical statistics Statistique mathématique R (Computer program language) R (Langage de programmation) Digital Humanities (DE-588)1038714850 s Netzwerkanalyse Soziologie (DE-588)4205975-6 s Quantitative Bildanalyse (DE-588)4176604-0 s Sprachanalyse (DE-588)4129916-4 s Raumdaten (DE-588)4206012-6 s R Programm (DE-588)4705956-4 s b DE-604 Tilton, Lauren Verfasser (DE-588)1081455101 aut Erscheint auch als Online-Ausgabe 10.1007/978-3-319-20702-5 978-3-319-20702-5 |
| spellingShingle | Arnold, Taylor Tilton, Lauren Humanities data in R exploring networks, geospatial data, images, and text 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 Raumdaten (DE-588)4206012-6 gnd Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd Digital Humanities (DE-588)1038714850 gnd Quantitative Bildanalyse (DE-588)4176604-0 gnd R Programm (DE-588)4705956-4 gnd Sprachanalyse (DE-588)4129916-4 gnd |
| subject_GND | (DE-588)4206012-6 (DE-588)4205975-6 (DE-588)1038714850 (DE-588)4176604-0 (DE-588)4705956-4 (DE-588)4129916-4 |
| title | Humanities data in R exploring networks, geospatial data, images, and text |
| title_auth | Humanities data in R exploring networks, geospatial data, images, and text |
| title_exact_search | Humanities data in R exploring networks, geospatial data, images, and text |
| title_full | Humanities data in R exploring networks, geospatial data, images, and text Taylor Arnold, Lauren Tilton |
| title_fullStr | Humanities data in R exploring networks, geospatial data, images, and text Taylor Arnold, Lauren Tilton |
| title_full_unstemmed | Humanities data in R exploring networks, geospatial data, images, and text Taylor Arnold, Lauren Tilton |
| title_short | Humanities data in R |
| title_sort | humanities data in r exploring networks geospatial data images and text |
| title_sub | exploring networks, geospatial data, images, and text |
| topic | Raumdaten (DE-588)4206012-6 gnd Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd Digital Humanities (DE-588)1038714850 gnd Quantitative Bildanalyse (DE-588)4176604-0 gnd R Programm (DE-588)4705956-4 gnd Sprachanalyse (DE-588)4129916-4 gnd |
| topic_facet | Raumdaten Netzwerkanalyse Soziologie Digital Humanities Quantitative Bildanalyse R Programm Sprachanalyse |
| work_keys_str_mv | AT arnoldtaylor humanitiesdatainrexploringnetworksgeospatialdataimagesandtext AT tiltonlauren humanitiesdatainrexploringnetworksgeospatialdataimagesandtext |