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This book is about using interactive and dynamic plots on a computer screen as part of data exploration and modeling, both alone and as a partner with static graphics and nongraphical computational methods. The area of int active and dynamic data visualization emerged within statistics as part of research on exploratory data analysis in the late 1960s, and it remains an active subject of research today, as its use in practice continues to grow. It now makes substantial contributions within computer science as well, as part of the growing ?elds of information visualization and data mining, especially visual data mining. The material in this book includes: An introduction to data visualization, explaining how it di?ers from other types of visualization. Adescriptionofourtoolboxofinteractiveanddynamicgraphicalmethods. An approach for exploring missing values in data. An explanation of the use of these tools in cluster analysis and supervised classi?cation. An overview of additional material available on the web. A description of the data used in the analyses and exercises. The books examples use the software R and GGobi. R (Ihaka & Gent man 1996, RDevelopment CoreTeam2006) isafreesoftware environment for statistical computing and graphics; it is most often used from the command line, provides a wide variety of statistical methods, and includes highquality staticgraphics.RaroseintheStatisticsDepartmentoftheUniversityofAu land and is now developed and maintained by a global collaborative e?ort.
⚠️ WARNING (California Proposition 65):
This product may contain chemicals known to the State of California to cause cancer,
birth defects, or other reproductive harm.
I recently started using this book for my data analysis projects with R, and it has been super helpful. The interactive graphics concepts are explained clearly, and the examples using GGobi are practical. Definitely worth picking up if you're into data science!
A
Amira El-Sayed
Great Resource for Data Visualization
I recently started using this book for my data analysis projects with R, and it has been super helpful. The interactive graphics concepts are explained clearly, and the examples using GGobi are practical. Definitely worth picking up if you're into data science!
A
Amira El-Sayed
Great Resource for Data Visualization
I recently started using this book for my data analysis projects with R, and it has been super helpful. The interactive graphics concepts are explained clearly, and the examples using GGobi are practical. Definitely worth picking up if you're into data science!
S
Sofia Patel
A must-have for aspiring data analysts
This book has been invaluable for enhancing my data visualization skills. The interactive and dynamic graphics sections are particularly engaging. I love how it integrates R with GGobi. Would recommend to anyone wanting to dive deep into data analysis!
S
Sofia Patel
A must-have for aspiring data analysts
This book has been invaluable for enhancing my data visualization skills. The interactive and dynamic graphics sections are particularly engaging. I love how it integrates R with GGobi. Would recommend to anyone wanting to dive deep into data analysis!
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