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Visual Data Insights Using SAS ODS Graphics: A Guide to Communication-Effective Data Visualization 1st ed. [Pehme köide]

  • Formaat: Paperback / softback, 621 pages, kõrgus x laius: 235x155 mm, kaal: 973 g, 259 Illustrations, color; 40 Illustrations, black and white; XIX, 621 p. 299 illus., 259 illus. in color., 1 Paperback / softback
  • Ilmumisaeg: 04-Jan-2023
  • Kirjastus: APress
  • ISBN-10: 1484286081
  • ISBN-13: 9781484286081
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  • Formaat: Paperback / softback, 621 pages, kõrgus x laius: 235x155 mm, kaal: 973 g, 259 Illustrations, color; 40 Illustrations, black and white; XIX, 621 p. 299 illus., 259 illus. in color., 1 Paperback / softback
  • Ilmumisaeg: 04-Jan-2023
  • Kirjastus: APress
  • ISBN-10: 1484286081
  • ISBN-13: 9781484286081
Teised raamatud teemal:
SAS ODS graphics users will learn in this book how to visually understand and communicate the significance of data to deliver images for quick and easy insight, with precise numbers.





Many charts or plots require the viewer to run the eye from a bar end or plot point to some point on an axis, and then to interpolate between tick marks to estimate the value. Some design choices can lead to wrong conclusions or mistaken impressions. Graphic software relies on defaults to deliver something if you make a minimal effort, but that something is not likely to be exactly what you want.





Visual Data Insights Using SAS ODS Graphics provides examples using experience-based design principles. It presents examples of bar charts, pie charts, and trend lines or time series plots, the graph types commonly used in business, other organizations, and the media for visual insight into data. Newer graphs are also included: dot plots, needle plots, waterfall charts, butterflycharts, heat maps, bubble plots, step plots, high-low plots, and donut charts. In addition, there are basic tools of statistics: scatter plots, box plots, histograms, fit and confidence plots, and distributions.





Author LeRoy Bessler introduces unique creations, including sparsely annotated time series, maximally informative bar charts, better box plots, histograms based on interesting atypical rationales, and much more.







The examples use SAS sample data sets as input. Any SAS user can experiment with the code presented to see what else is possible, or adapt it to repurpose the design and apply it with a customized version of that code.







What Youll Learn













Create graphs that are easily and quickly interpreted, and without ambiguity Supply precise data values that are correct on the graph and correctly associated with the graphic visual elements Take advantage of widely applicable (but not necessarily available elsewhere) design examples Avoid bad practices that are encouraged by poor examples elsewhere Get past sub-optimal designs and results that are built into software defaults Take advantage of less familiar capabilities available in the software















Who This Book Is For





SAS software users who want to understand their data and/or visually deliver their results
About the Author ix
About the Technical Reviewer xi
Acknowledgments xiii
Introduction xv
Part I Design Principles I
Chapter I: Principles of Communication-Effective Graphic Design
3(50)
Chapter 2 Principles of Communication-Effective Use of Color
31(22)
Part II Widely Applicable Examples You Can Use
53(302)
Chapter 3 Introduction to SAS ODS Graphics
55(30)
Chapter 4 Bar Charts, Butterfly Charts, Waterfall Charts, Dot Plots, Needle Plots, Area Bar Charts, Text Graphs, and Line Charts: Charts for Categorical Data
85(102)
Chapter 5 Pie Charts and Donut Charts
187(34)
Chapter 6 Heat Maps
221(42)
Chapter 7 Bubble Plots
263(20)
Chapter 8 Time Series Plots and Trend Lines
283(72)
Part III Other Features
355(226)
Chapter 9 Graphic Composites with PROC SGPANEL
357(62)
Chapter 10 Scatter Plots in Composites Using PROC SGSCATTER
419(28)
Chapter 11 Fits and Confidence Plots
447(18)
Chapter 12 Distributions, Histograms, Box Plots, and Alternative Tools
465(38)
Chapter 13 Creating Composites of Graphs, Tables, and Text with ODS LAYOUT
503(22)
Chapter 14 Delivering Precise Numbers and Alternative Views for Graphs Using SAS ODS HTML5
525(48)
Chapter 15 Delivering Precise Numbers When Using PROC SGMAP
573(8)
Appendix A 581(26)
For Further Information on SAS ODS Graphics 607(4)
Index 611
LeRoy Bessler has been a devotee of computer graphics tools in SAS since 1981, and is an award-winning, internationally recognized expert on data visualization. He has been on a continuing quest to find and promote best graphic designs and practices for delivering visual data insights. His book is a long-in-the-making and gradually evolved guiding compendium of his design principles for communication-effective data visualization, with widely applicable examples. He shares his SAS software knowledge, experience, and ideas at conferences in the USA and overseas, and contributes quarterly articles to the VIEWS Newsletter for SAS users.