Bessler Visual Data Insights Using SAS ODS Graphics
1. Auflage 2023
ISBN: 978-1-4842-8609-8
Verlag: APRESS
Format: PDF
Kopierschutz: 1 - PDF Watermark
A Guide to Communication-Effective Data Visualization
E-Book, Englisch, 621 Seiten
Reihe: Apress Access Books
ISBN: 978-1-4842-8609-8
Verlag: APRESS
Format: PDF
Kopierschutz: 1 - PDF Watermark
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 You’ll 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
Zielgruppe
Professional/practitioner
Autoren/Hrsg.
Weitere Infos & Material
Introduction.- Part I: Design Principles.- Chapter 1: Principles of Communication-Effective Graphic Design.- Chapter 2: Principles of Communication-Effective Use of Color.- Part II: Widely Applicable Examples You Can Use.- Chapter 3: Introductions to SAS ODS Graphics.- Chapter 4: Bar Charts, Butterfly Charts, Waterfall Charts, Dot Plots, Needle Plots, Area Bar Charts, Text Graphs, and Line Charts: Charts for Categorical Data.- Chapter 5: Pie Charts and Donut Charts.- Chapter 6: Heat Maps.- Chapter 7: Bubble Plots.- Chapter 8: Time Series Plots and Trend Lines.- Part III: Other Features.- Chapter 9: Graphic Composites with PROC SGPANEL.- Chapter 10: Scatter Plots in Composites Using PROC SGSCATTER.- Chapter 11: Fits and Confidence Plots.- Chapter 12: Distributions, Histograms, Box Plots, and Alternative Tools.- Chapter 13: Creating Composites of Graphs and/or Tables with ODS LAYOUT.- Chapter 14: Delivering Precise Numbers and Alternative Views for Graphs Using SAS ODS HTML5.- Chapter 15: Delivering Precise Numbers When Using PROC SGMAP.- Appendix A.
