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Kniha: Data Visualization A Practical Introduction - Kieran Healy

Data Visualization A Practical Introduction

Kniha: Data Visualization A Practical Introduction
Autor: Kieran Healy

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 ... (celý popis)
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Specifikace
Nakladatelství: Princeton University Press
Médium / forma: Tištěná kniha
Rok vydání: 2019
Počet stran: 272
Úprava: xviii, 272 stran.
Jazyk: anglicky
Vazba: Paperback
Datum vydání: 1. 1. 2019
EAN: 9780691181622
Popis

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 (a practical introduction)

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