Humanities Data in R (2nd Edition)
Humanities Data in R: Exploring Networks, Geospatial Data, Images, and Text
English | 2024 | ISBN: 303162565X | 298 Pages | PDF EPUB (True) | 53 MB
English | 2024 | ISBN: 303162565X | 298 Pages | PDF EPUB (True) | 53 MB
This book teaches readers to integrate data analysis techniques into humanities research practices using the R programming language. Methods for general-purpose visualization and analysis are introduced first, followed by domain-specific techniques for working with networks, text, geospatial data, temporal data, and images. The book is designed to be a bridge between quantitative and qualitative methods, individual and collaborative work, and the humanities and social sciences. The second edition of the text is a significant revision, with almost every aspect of the text rewritten in some way. The most notable difference is the incorporation of new R packages such as ggplot2 and dplyr that center broad data-science concepts.