Data Visualization - Kieran Healy

Data Visualization

A Practical Introduction

(Autor)

Buch | Softcover
296 Seiten
2018
Princeton University Press (Verlag)
978-0-691-18162-2 (ISBN)
52,35 inkl. MwSt
An accessible primer on how to create effective graphics from dataThis 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 t
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

Kieran Healy is associate professor of sociology at Duke University. He is the author of Last Best Gifts: Altruism and the Market for Human Blood and Organs.

Erscheinungsdatum
Zusatzinfo 185 color illus.
Verlagsort New Jersey
Sprache englisch
Maße 178 x 254 mm
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Informatik Software Entwicklung User Interfaces (HCI)
Sozialwissenschaften Soziologie Empirische Sozialforschung
ISBN-10 0-691-18162-4 / 0691181624
ISBN-13 978-0-691-18162-2 / 9780691181622
Zustand Neuware
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