书目名称 | Humanities Data in R | 副标题 | Exploring Networks, | 编辑 | Taylor Arnold,Lauren Tilton | 视频video | http://file.papertrans.cn/430/429854/429854.mp4 | 概述 | Provides a user-friendly beginners guide to the key concepts in the digital humanities by focusing on four major types of humanities data structures: networks, text corpora, geospatial data, and image | 丛书名称 | Quantitative Methods in the Humanities and Social Sciences | 图书封面 |  | 描述 | 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 sciences. .Humanities Data 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). Following this, networks, geospatial data, image data, natural language processing and text analysis each have a dedicated chapter. Each chapter is grounded in examples to move readers beyond the intimidation of adding new tools to their research. 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. After working through these examples with the provided data, code and book website, readers are prepared to apply new methods to their own work. The open source R programming language, with its m | 出版日期 | Textbook 20151st edition | 关键词 | Exploratory Data Analysis in the Humanities; Geospatial Data R; Humanities Data with R; Image Data R; Na | 版次 | 1 | doi | https://doi.org/10.1007/978-3-319-20702-5 | isbn_softcover | 978-3-319-36671-5 | isbn_ebook | 978-3-319-20702-5Series ISSN 2199-0956 Series E-ISSN 2199-0964 | issn_series | 2199-0956 | copyright | Springer International Publishing Switzerland 2015 |
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