Visualization

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Fundamentals of Data Visualization

Claus O. Wilke
Fundamentals of Data Visualization Book PDF

Author : Claus O. Wilke
Publisher : O'Reilly Media
Page : 390 pages
File Size : 55,9 Mb
Release : 2019-03-18
Category : Computers
ISBN : 9781492031055

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Fundamentals of Data Visualization by Claus O. Wilke Pdf

Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization choices and options. This practical book takes you through many commonly encountered visualization problems, and it provides guidelines on how to turn large datasets into clear and compelling figures. What visualization type is best for the story you want to tell? How do you make informative figures that are visually pleasing? Author Claus O. Wilke teaches you the elements most critical to successful data visualization. Explore the basic concepts of color as a tool to highlight, distinguish, or represent a value Understand the importance of redundant coding to ensure you provide key information in multiple ways Use the book’s visualizations directory, a graphical guide to commonly used types of data visualizations Get extensive examples of good and bad figures Learn how to use figures in a document or report and how employ them effectively to tell a compelling story

Creative Visualization

Shakti Gawain
Creative Visualization Book PDF

Author : Shakti Gawain
Publisher : ReadHowYouWant.com
Page : 214 pages
File Size : 52,8 Mb
Release : 2008-11-14
Category : Business & Economics
ISBN : 9781442950320

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Creative Visualization by Shakti Gawain Pdf

With more than 6 million copies of this pioneering work sold worldwide, "Creative Visualization" explains the art of using mental imagery and affirmation to produce positive changes.

Visualization: Theory and Practice in Science Education

John K. Gilbert,Miriam Reiner,Mary Nakhleh
Visualization Theory and Practice in Science Education Book PDF

Author : John K. Gilbert,Miriam Reiner,Mary Nakhleh
Publisher : Springer Science & Business Media
Page : 326 pages
File Size : 48,6 Mb
Release : 2007-12-05
Category : Education
ISBN : 9781402052675

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Visualization: Theory and Practice in Science Education by John K. Gilbert,Miriam Reiner,Mary Nakhleh Pdf

External representations (pictures, diagrams, graphs, concrete models) have always been valuable tools for the science teacher. This book brings together the insights of practicing scientists, science education researchers, computer specialists, and cognitive scientists, to produce a coherent overview. It links presentations about cognitive theory, its implications for science curriculum design, and for learning and teaching in classrooms and laboratories.

Visualization Analysis and Design

Tamara Munzner
Visualization Analysis and Design Book PDF

Author : Tamara Munzner
Publisher : CRC Press
Page : 422 pages
File Size : 55,8 Mb
Release : 2014-12-01
Category : Business & Economics
ISBN : 9781466508934

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Visualization Analysis and Design by Tamara Munzner Pdf

Learn How to Design Effective Visualization SystemsVisualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for abstract data, scientific visualization techniques

Data Mining and Data Visualization

Anonim
Data Mining and Data Visualization Book PDF

Author : Anonim
Publisher : Elsevier
Page : 660 pages
File Size : 54,9 Mb
Release : 2005-05-02
Category : Mathematics
ISBN : 9780080459400

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Data Mining and Data Visualization by Anonim Pdf

Data Mining and Data Visualization focuses on dealing with large-scale data, a field commonly referred to as data mining. The book is divided into three sections. The first deals with an introduction to statistical aspects of data mining and machine learning and includes applications to text analysis, computer intrusion detection, and hiding of information in digital files. The second section focuses on a variety of statistical methodologies that have proven to be effective in data mining applications. These include clustering, classification, multivariate density estimation, tree-based methods, pattern recognition, outlier detection, genetic algorithms, and dimensionality reduction. The third section focuses on data visualization and covers issues of visualization of high-dimensional data, novel graphical techniques with a focus on human factors, interactive graphics, and data visualization using virtual reality. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with a new data paradigm. Distinguished contributors who are international experts in aspects of data mining Includes data mining approaches to non-numerical data mining including text data, Internet traffic data, and geographic data Highly topical discussions reflecting current thinking on contemporary technical issues, e.g. streaming data Discusses taxonomy of dataset sizes, computational complexity, and scalability usually ignored in most discussions Thorough discussion of data visualization issues blending statistical, human factors, and computational insights

Information Visualization

Colin Ware
Information Visualization Book PDF

Author : Colin Ware
Publisher : Elsevier
Page : 537 pages
File Size : 53,9 Mb
Release : 2013
Category : Business & Economics
ISBN : 9780123814647

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Information Visualization by Colin Ware Pdf

"This is a book about what the science of perception can tell us about visualization. There is a gold mine of information about how we see to be found in more than a century of work by vision researchers. The purpose of this book is to extract from that large body of research literature those design principles that apply to displaying information effectively"--

Data Visualization

Kieran Healy
Data Visualization Book PDF

Author : Kieran Healy
Publisher : Princeton University Press
Page : 292 pages
File Size : 48,7 Mb
Release : 2018-12-18
Category : Social Science
ISBN : 9780691181622

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Data Visualization by Kieran Healy Pdf

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

The Visual Display of Quantitative Information

Edward R. Tufte
The Visual Display of Quantitative Information Book PDF

Author : Edward R. Tufte
Publisher : Unknown
Page : 197 pages
File Size : 42,7 Mb
Release : 2001-01-01
Category : Mathematics
ISBN : 0961392142

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The Visual Display of Quantitative Information by Edward R. Tufte Pdf

Graphical practice. Theory of data graphics.

Software Visualization

Stephan Diehl
Software Visualization Book PDF

Author : Stephan Diehl
Publisher : Springer Science & Business Media
Page : 192 pages
File Size : 49,8 Mb
Release : 2007-05-01
Category : Computers
ISBN : 9783540465058

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Software Visualization by Stephan Diehl Pdf

Here is an ideal textbook on software visualization, written especially for students and teachers in computer science. It provides a broad and systematic overview of the area including many pointers to tools available today. Topics covered include static program visualization, algorithm animation, visual debugging, as well as the visualization of the evolution of software. The author's presentation emphasizes common principles and provides different examples mostly taken from seminal work. In addition, each chapter is followed by a list of exercises including both pen-and-paper exercises as well as programming tasks.

Data Visualization

S. Margret Anouncia,Hardik A. Gohel,Subbiah Vairamuthu
Data Visualization Book PDF

Author : S. Margret Anouncia,Hardik A. Gohel,Subbiah Vairamuthu
Publisher : Springer Nature
Page : 179 pages
File Size : 51,6 Mb
Release : 2020-03-03
Category : Computers
ISBN : 9789811522826

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Data Visualization by S. Margret Anouncia,Hardik A. Gohel,Subbiah Vairamuthu Pdf

This book discusses the recent trends and developments in the fields of information processing and information visualization. In view of the increasing amount of data, there is a need to develop visualization techniques to make that data easily understandable. Presenting such approaches from various disciplines, this book serves as a useful resource for graduates.

Visualization in Medicine

Bernhard Preim,Dirk Bartz
Visualization in Medicine Book PDF

Author : Bernhard Preim,Dirk Bartz
Publisher : Elsevier
Page : 680 pages
File Size : 51,5 Mb
Release : 2007-06-21
Category : Computers
ISBN : 0080549055

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Visualization in Medicine by Bernhard Preim,Dirk Bartz Pdf

Visualization in Medicine is the first book on visualization and its application to problems in medical diagnosis, education, and treatment. The book describes the algorithms, the applications and their validation (how reliable are the results?), and the clinical evaluation of the applications (are the techniques useful?). It discusses visualization techniques from research literature as well as the compromises required to solve practical clinical problems. The book covers image acquisition, image analysis, and interaction techniques designed to explore and analyze the data. The final chapter shows how visualization is used for planning liver surgery, one of the most demanding surgical disciplines. The book is based on several years of the authors' teaching and research experience. Both authors have initiated and lead a variety of interdisciplinary projects involving computer scientists and medical doctors, primarily radiologists and surgeons. * A core field of visualization and graphics missing a dedicated book until now * Written by pioneers in the field and illustrated in full color * Covers theory as well as practice

Better Data Visualizations

Jonathan Schwabish
Better Data Visualizations Book PDF

Author : Jonathan Schwabish
Publisher : Columbia University Press
Page : 464 pages
File Size : 54,7 Mb
Release : 2021-02-09
Category : Computers
ISBN : 9780231550154

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Better Data Visualizations by Jonathan Schwabish Pdf

Now more than ever, content must be visual if it is to travel far. Readers everywhere are overwhelmed with a flow of data, news, and text. Visuals can cut through the noise and make it easier for readers to recognize and recall information. Yet many researchers were never taught how to present their work visually. This book details essential strategies to create more effective data visualizations. Jonathan Schwabish walks readers through the steps of creating better graphs and how to move beyond simple line, bar, and pie charts. Through more than five hundred examples, he demonstrates the do’s and don’ts of data visualization, the principles of visual perception, and how to make subjective style decisions around a chart’s design. Schwabish surveys more than eighty visualization types, from histograms to horizon charts, ridgeline plots to choropleth maps, and explains how each has its place in the visual toolkit. It might seem intimidating, but everyone can learn how to create compelling, effective data visualizations. This book will guide you as you define your audience and goals, choose the graph that best fits for your data, and clearly communicate your message.

Beautiful Visualization

Julie Steele,Noah Iliinsky
Beautiful Visualization Book PDF

Author : Julie Steele,Noah Iliinsky
Publisher : "O'Reilly Media, Inc."
Page : 419 pages
File Size : 44,8 Mb
Release : 2010-04-23
Category : Computers
ISBN : 9781449390686

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Beautiful Visualization by Julie Steele,Noah Iliinsky Pdf

Visualization is the graphic presentation of data -- portrayals meant to reveal complex information at a glance. Think of the familiar map of the New York City subway system, or a diagram of the human brain. Successful visualizations are beautiful not only for their aesthetic design, but also for elegant layers of detail that efficiently generate insight and new understanding. This book examines the methods of two dozen visualization experts who approach their projects from a variety of perspectives -- as artists, designers, commentators, scientists, analysts, statisticians, and more. Together they demonstrate how visualization can help us make sense of the world. Explore the importance of storytelling with a simple visualization exercise Learn how color conveys information that our brains recognize before we're fully aware of it Discover how the books we buy and the people we associate with reveal clues to our deeper selves Recognize a method to the madness of air travel with a visualization of civilian air traffic Find out how researchers investigate unknown phenomena, from initial sketches to published papers Contributors include: Nick Bilton,Michael E. Driscoll,Jonathan Feinberg,Danyel Fisher,Jessica Hagy,Gregor Hochmuth,Todd Holloway,Noah Iliinsky,Eddie Jabbour,Valdean Klump,Aaron Koblin,Robert Kosara,Valdis Krebs,JoAnn Kuchera-Morin et al.,Andrew Odewahn,Adam Perer,Anders Persson,Maximilian Schich,Matthias Shapiro,Julie Steele,Moritz Stefaner,Jer Thorp,Fernanda Viegas,Martin Wattenberg,and Michael Young.

Scientific Visualization of Physical Phenomena

Nicholas M. Patrikalakis
Scientific Visualization of Physical Phenomena Book PDF

Author : Nicholas M. Patrikalakis
Publisher : Springer Science & Business Media
Page : 669 pages
File Size : 43,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9784431681595

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Scientific Visualization of Physical Phenomena by Nicholas M. Patrikalakis Pdf

Scientific Visualization of Physical Phenomena reflects the special emphasis of the Computer Graphics Society's Ninth International Conference, held at the MIT in Cambridge, Massachusetts, USA in June, 1991. This volume contains the proceedings of the conference, which, since its foundation in 1983, continues to attract high quality research articles in all aspects of Computer Graphics and its applications. Visualization in science and engineering is rapidly developing into a vital area because of its potential for significantly contributing to the understanding of physical processes and the design automation of man-made systems. With the increasing emphasis in handling complicated physical and artificial processes and systems and with continuing advances in specialized graphics hardware and processing software and algorithms, visualization is expected to play an increasingly dominant role in the foreseeable future.

Perceptual Issues in Visualization

Georges Grinstein,Haim Levkowitz
Perceptual Issues in Visualization Book PDF

Author : Georges Grinstein,Haim Levkowitz
Publisher : Springer Science & Business Media
Page : 167 pages
File Size : 55,7 Mb
Release : 2013-03-07
Category : Science
ISBN : 9783642790577

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Perceptual Issues in Visualization by Georges Grinstein,Haim Levkowitz Pdf

With the increase in the amount and dimensionality of scientific data collected, new approaches to the design of displays of such data have become essential. The designers of visual and auditory displays of scientific data seek to harness perceptual processes for data exploration. The general aim is to provide ways for raw data, and the statistical and mathematical structures they comprise, to "speak for themselves" and, thereby, enable scientists to conduct exploratory, in addition to confirmatory analyses of their data. The present primary approach via visualization depends mainly on coding data as positions of visually distinguishable elements in a two- or three- dimen sional euclidean space, e.g., as discrete points comprising clusters in scatter-plot displays and as patches comprising the hills and valleys of statistical surfaces. These displays are immensely effective because the data are in a form that evokes natural perceptual processing of the data into impressions of the presence and spatial disposition of apparent materials, objects, and structures in the viewers apparent physical environment. The problem with this mode of display, however, is that its perceptual potency is largeiy exhausted at dimension three, while we increasingly face the need to explore data of much greater dimensionality. The challenge posed for visualization researchers is to develop new modes of display that can push the dimensionality of data displays higher while retaining the kind of perceptual potency needed for data exploration.