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An accessible primer on find out how to create efficient graphics from information
This guide gives college students and researchers a hands-on introduction to the ideas and apply of knowledge visualization. It explains what makes some graphs succeed whereas others fail, find out how to make high-quality figures from information utilizing highly effective and reproducible strategies, and the way to consider information visualization in an sincere and efficient manner.
Information Visualization builds the reader’s experience in ggplot2, a flexible visualization library for the R programming language. By a sequence of labored examples, this accessible primer then demonstrates find out how to create plots piece by piece, starting with summaries of single variables and shifting on to extra complicated graphics. Subjects embody plotting steady and categorical variables; layering info on graphics; producing efficient “small a number of” plots; grouping, summarizing, and remodeling information for plotting; creating maps; working with the output of statistical fashions; and refining plots to make them extra understandable.
Efficient graphics are important to speaking concepts and an effective way to raised perceive information. This guide gives the sensible abilities college students and practitioners want to visualise quantitative information and get probably the most out of their analysis findings.
Gives hands-on instruction utilizing R and ggplot2
Reveals how the “tidyverse” of knowledge evaluation instruments makes working with R simpler and extra constant
Features a library of knowledge units, code, and features
الناشر : Princeton College Press; 1الأول الإصدار (1 يناير 2019)
اللغة : الإنجليزية
غلاف ورقي : 296 صفحات
الرقم الدولي المعياري للكتاب ISBN-10 : 0691181624
الرقم الدولي المعياري للكتاب ISBN-13 : 978-0691181622
الأبعاد : 20.32 x 1.91 x 25.4 cm
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