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

• Main Authors: Arnold, Taylor (Author), Tilton, Lauren (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Edition: 1st ed. 2015.
• Series: Quantitative Methods in the Humanities and Social Sciences,
• Subjects: Statistics.; Application software.; Computational linguistics.; Anthropology.; Social sciences.; Statistics and Computing/Statistics Programs.; Computer Appl. in Arts and Humanities.; Methodology of the Social Sciences.; Computational Linguistics.

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...

Table of 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.