Getting (more out of) Graphics: Practice and Principles of Data Visualisation (Chapman & Hall/CRC Data Science Series)
by 作者: Antony Unwin (Author)
Publisher Finelybook 出版社: Chapman and Hall/CRC
Edition 版本: 1st
Publication Date 出版日期: 2024-09-13
Language 语言: English
Pages 页数: 432 pages
ISBN-10 书号: 0367673991
ISBN-13 书号: 9780367673994
Book Description
Data graphics are used extensively to present information. Understanding graphics is a lot about understanding the data represented by the graphics, having a feel not just for the numbers themselves, the reliability and uncertainty associated with them, but also for what they mean. This book presents a practical approach to data visualisation with real applications front and centre.
The first part of the book is a series of case studies, each describing a graphical analysis of a real dataset. The second part pulls together ideas from the case studies and provides an overview of the main factors affecting understanding graphics.
Key Features:
- Explains how to get insights from graphics.
- Emphasises the value of drawing many graphics.
- Underlines the importance for analysis of background knowledge and context.
Readers may be data scientists, statisticians or people who want to become more visually literate. A knowledge of Statistics is not required, just an interest in data graphics and some experience of working with data. It will help if the reader knows something of basic graphic forms such as barcharts, histograms, and scatterplots.
About the Author
Antony Unwin was the first Professor of Computer-oriented Statistics and Data Analysis at the University of Augsburg in Germany. He is a fellow of the American Statistical Society, author of Graphical Data Analysis with R, co-author of Graphics of Large Datasets, and co-editor of the Handbook of Data Visualization.
