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Jones - Communicating data with Tableau : [designing, developing, and delivering data visualizations; covers Tableau version 8.1]

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Jones Communicating data with Tableau : [designing, developing, and delivering data visualizations; covers Tableau version 8.1]
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Communicating data with Tableau : [designing, developing, and delivering data visualizations; covers Tableau version 8.1]: summary, description and annotation

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Go beyond spreadsheets and tables and design a data presentation that really makes an impact. This practical guide shows you how to use Tableau Software to convert raw data into compelling data visualizations that provide insight or allow viewers to explore the data for themselves.

Ideal for analysts, engineers, marketers, journalists, and researchers, this book describes the principles of communicating data and takes you on an in-depth tour of common visualization methods. Youll learn how to craft articulate and creative data visualizations with Tableau Desktop 8.1 and Tableau Public 8.1.

  • Present comparisons of how much and how many
  • Use blended data sources to create ratios and rates
  • Create charts to depict proportions and percentages
  • Visualize measures of mean, median, and mode
  • Lean how to deal with variation and uncertainty
  • Communicate multiple quantities in the same view
  • Show how quantities and events change over time
  • Use maps to communicate positional data
  • Build dashboards to combine several visualizations

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Communicating Data with Tableau
Ben Jones
Preface

There is a huge opportunity to find and share the insights contained in data. This is not a new development. People from Florence Nightingale to William Playfair to Dr. John Snow and countless others have been changing the world with data for centuries.

The challenges we face today are different, and so are the tools at our disposal. But just as back then, the person who would perfect the art of communicating data in our time must be at once analytical, articulate, and creative. That is to say: the result, when done well, often involves a combination of numbers, words, and images.

More than anything, however, empathy is required. The person doing the communicating must understand the members of the audience: what will make sense to them, what motivates them, and what concerns them. The inherent challenge and the resulting satisfaction of making a meaningful impact with data are what draw me to this endeavor more than anything else.

Tableau Software has developed and created a visualization querying engine and user interface that make it easy to discover and communicate with data. Once you get the hang of it, it can be a real pleasure to use. Tableau makes it possible to quickly view data from a number of different angles, to combine it with additional data sets and conduct a more sophisticated analysis, and to craft a message that will really hit home.

But to fully unlock the power of Tableau, the communicator of data needs to appreciate what will work well in each particular situation. The software is designed to steer the user down the straight and narrow pathway of best practices, but it is up to the user to know when to adhere to rules of thumb, and when to break them. Also, there are many options to choose from, and many decisions to make when crafting a message. Its important to understand the range of alternatives, how to use each one well, and which to employ.

In my current role as Tableau Public Product Manager at Tableau, I have the privilege of interacting with a host of talented individuals who are setting data free from the confines of spreadsheets and tables and making it easy to see what the data shows about our world. On my own blog, I have been attempting to do the same thing for the past three years, and after dozens of projects and experiments, I have learned a number of techniques that work well, and some that dont work so well.

In this book, I have attempted to provide advice to the would-be communicators of data, to guide them in the proper usage of Tableau to achieve the desired effect. My hope is that this book will help others learn what I have learned, and avoid the mistakes I wasnt wise enough to dodge the first time around.

Intended Audience

This book is for anyone who has data and who wants to use it to learn something about their world, which they can then share with others around them. More particularly, its for people who are brand new to Tableau, or who have been using it for a while but are looking to improve the outcome of their communication efforts. That applies to analysts and managers in corporations, journalists within media organizations, leaders of nonprofits, researchers, teachers, and anyone else who is passionate about a subject for which data is available.

Tableau is a software tool for programmers and nonprogrammers alike. It does not require knowledge of any computer programming languages as a prerequisite, but a basic familiarity with data types, spreadsheets, and statistics is necessary. The examples used throughout the book can be re-created by connecting to Excel spreadsheets that are available for download on http://dataremixed.com/books/cdwt. While Tableau Desktop allows users to connect to data in a wide variety of databases, cloud sources, and Hadoop technologies, the goal is to provide material that anyone can follow along with.

Although even experts can learn from others, I havent particularly geared this book toward the guru-level Tableau user. Furthermore, its not intended to be an exhaustive manual that covers every function and feature in the software.

At the time of writing of the first version of this book, Tableau Desktop 8.1 and Tableau Public 8.1 are available for purchase and download, respectively. A free trial version of Tableau Desktop 8.1 can also be downloaded and installed. Tableau is currently available for Windows only.

Assumptions This Book Makes

This book assumes that the reader has data and that its ready to use. Example files are available in a formatted and cleaned state, but this book will not cover all of the steps necessary to get a data set into this state. While these data wrangling tasks often account for much of the time and effort involved in any project, they go beyond the scope of whats covered in this book.

This book further assumes that the reader has access to Tableau Desktop 8.1 or Tableau Public 8.1, which is currently only available to install on Windows.

Contents of This Book

, discusses the basic process of encoding a data-driven message into a signal and transmitting (presenting) it to receivers (audience members), who then decode it and take some action based on their understanding of the message.

, deals with the different software products that Tableau offers, as well as the basics of the Tableau user interface.

, teaches how to communicate a single group of absolute numerical quantities in the form of measurements (how much) and counts (how many).

, covers normalized comparisons of a single group of quotients that either have the same units (ratios) or different units (rates). Calculated fields and ranks are introduced, and a simple data blending example is included.

, covers another kind of normalized comparison: part-to-whole relationships per unit and per one hundred. Well introduce Quick Filters, Table Calcs, and reference lines in this chapter.

, deals with the important topic of measures of central tendency, featuring the new box-and-whisker plot chart type, as well as the oft-used dual-axis chart.

, addresses a challenging but important topic by showing readers how to give an accurate and honest view of the real world, instead of painting an overly simplistic picture.

, takes the analysis to a new dimension by considering how to effectively communicate more than one variable at a time. Scatterplots, tooltips, and trend lines feature prominently in this chapter.

, tackles a critical element of every data visualization: time. Simple methods like line plots are included as well as more advanced chart types like connected scatterplots, Gantt bar charts, and slopegraphs.

, walks the reader through the fundamental concepts of visualizing geospatial data by creating both circle maps and filled maps.

, covers more sophisticated map types such as shape maps, maps with paths, custom background images, and mapping shape files on axes.

, is a tour of different styles of dashboards: explanatory, exploratory, storytelling, and infographics. This chapter gives a sense of the different ways people combine multiple charts and objects into a single view.

, shows readers how to employ an eight-step process to build richly interactive dashboards in Tableau.

, gives readers a sense of how dashboards can be enhanced with web pages, tabs, navigation affordances, and animation.

Conventions Used in This Book

The following typographical conventions are used in this book:

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