Price: $49.95 - $39.10
(as of Oct 11, 2024 22:49:49 UTC – Details)
An accessible primer on how to create effective graphics from data
This book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and effective way.
Data Visualization builds the reader’s expertise in ggplot2, a versatile visualization library for the R programming language. Through a series of worked examples, this accessible primer then demonstrates how to create plots piece by piece, beginning with summaries of single variables and moving on to more complex graphics. Topics include plotting continuous and categorical variables; layering information on graphics; producing effective “small multiple” plots; grouping, summarizing, and transforming data for plotting; creating maps; working with the output of statistical models; and refining plots to make them more comprehensible.
Effective graphics are essential to communicating ideas and a great way to better understand data. This book provides the practical skills students and practitioners need to visualize quantitative data and get the most out of their research findings.
Provides hands-on instruction using R and ggplot2
Shows how the “tidyverse” of data analysis tools makes working with R easier and more consistent
Includes a library of data sets, code, and functions
Publisher : Princeton University Press; 1st edition (December 18, 2018)
Language : English
Paperback : 296 pages
ISBN-10 : 0691181624
ISBN-13 : 978-0691181622
Item Weight : 1.58 pounds
Dimensions : 8 x 0.75 x 10 inches
Customers say
Customers find the book very useful and informative. They say it’s sufficiently detailed and explains the principles behind what makes or breaks a data visualization. Readers also mention the book is clearly written, easy to follow, and full of exceptionally clear and practical graphs.
AI-generated from the text of customer reviews
