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Data Visualization: A Practical Introduction - Softcover

Healy, Kieran

 
9780691181622: Data Visualization: A Practical Introduction
Softcover
ISBN 10: 0691181624 ISBN 13: 9780691181622
Verlag: Princeton University Press, 2018

Inhaltsangabe

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

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Über die Autorin bzw. den Autor

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.

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Verlag
Princeton University Press
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
0691181624
ISBN 13 
9780691181622
Einband
Taschenbuch
Anzahl der Seiten
272
Kontakt zum Hersteller
Princeton University Press
https://press.princeton.edu/books

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