Cover image for Data Fluency : Empowering Your Organization with Effective Data Communication.
Data Fluency : Empowering Your Organization with Effective Data Communication.
Title:
Data Fluency : Empowering Your Organization with Effective Data Communication.
Author:
Gemignani, Zach.
ISBN:
9781118850893
Personal Author:
Edition:
1st ed.
Physical Description:
1 online resource (290 pages)
Contents:
Contents -- Foreword -- Introduction -- Chapter 1: The Last Mile Problem -- The Information Age: Driving the Need for Data Fluency -- Data Fluency: Unlock the Potential Energy of Data in Your Organization -- Big Data and Data Metaphors -- Our Data Fluency Framework -- Case Studies: A Window into the Framework for Data Fluency -- Chapter 2: The Data Fluency Framework -- The Data Fluency Framework -- Individuals and the Organization -- Using Data versus Presenting Data -- Element 1: Data Literate Consumers -- Element 2: Data Fluent Producers -- Element 3: The Data Fluent Culture -- Element 4: The Data Product Ecosystem -- Connective Tissue -- Resources for More Depth -- Benefits of the Data Fluent Organization -- How to Use This Framework -- How Organizations Struggle -- Summary -- Chapter 3: How Organizations Struggle with Data Fluency -- Pitfalls on the Path to Data Fluency -- Report Proliferation -- Balkanized Data -- Data Elitism -- The Supermodel -- Searching for Understanding -- Data Care -- Metric Fixation -- Finding Balance -- Chapter 4: A Consumer's Guide to Understanding Data -- Data Products -- Everyday Data Products -- Barriers to Using Data Products -- Not Knowing Where to Start or What to Focus On -- Inconsistency -- Learning the Language of Data -- Atomic Data -- Summarized Data -- Exploring Data Tables -- Understanding Charts and Visualizations -- Comprehensibility -- Dissecting Data Products -- Wrapping Up -- Chapter 5: Data Authors: Skilled Designers of Data Presentations -- A Rare Skillset -- What You'll Learn -- Guided Conversations -- Finding Your Purpose and Message -- Information Discrimination -- Defining Meaningful and Actionable Metrics -- Creating Structure and Flow to Your Data Products -- Designing Attractive, Easy-to-Understand Data Products -- Creating Dialogue with Your Data Products -- Design Principles.

Visualizations -- Design Principles for Data Products -- Viva the Authors of Data Products -- Chapter 6: The Data Fluent Culture -- Leadership, Culture, and Communicating Priorities -- Set and Communicate Expectations -- Articulate Specific, Measureable Indicators -- Celebrate Effective Data Use and Products -- Establishing Key Metrics to Rally Around -- What Makes a Good Metric? -- Using Metrics to Drive Organizational Improvement -- Show Employees That Their Contributions Are Essential -- Shared Understandings -- Common Vocabulary and Terminology Relating to Organization-Specific Data -- Understanding and Appreciating Credible, Reliable Data Sources -- Provide Transparency into How Data Is Manipulated and Modeled -- Define a Shared Set of Key Metrics -- Understanding the Purpose and Motivation for Data Products -- Everyday Activities -- Data Consumers -- Data Products -- Data Usage -- Evolution of Data Fluent Cultures -- Chapter 7: The Data Product Ecosystem -- Data Products for Information Delivery -- Necessary Conditions -- Learning from the App Store -- Demand -- Top-Down Demand Map -- Grassroots Needs -- Where to Begin -- Design -- Objective -- Start with a Style Guide -- Develop -- "It's a Poor Craftsman Who Blames His Tools" -- Discover -- Objective -- Where to Begin: A Centralized Inventory of Data Products -- Discuss -- Objective -- Where to Begin: Create a Place to Capture Insights -- Distill -- Learning from Wikipedia -- Objective -- What Can You Do Without? -- "Only Connect" -- Chapter 8: The Journey to Data Fluency -- Why Data Fluency? -- Data Consumers: Creating a Sophisticated Audience -- Data Product Producers: The Skills to Enable Effective Data Communication -- Data Fluent Culture: Building a Shared Understanding of Data -- Data Product Ecosystem: Tools and Processes to Facilitate the Fluid Exchange of Information.

Begin the Journey -- Feature: The Data Fluency Inventory -- The Data Fluency Inventory Survey Questions -- Component 1: Data Consumer Literacy -- Component 2: Data Product Author Skills -- Component 3: Data Fluent Culture -- Component 4: Data Product Ecosystem -- Summary of the DFI -- DFI Scoring Guide (for Organizations) -- Question Types and Point Values -- Organization Scores -- Component 1: Data Consumer Literacy -- Component 2: Data Product Authors -- Component 3: Data Fluent Culture -- Component 4: Data Product Ecosystem -- Organizational Scoring Summary -- Scoring Guide (for Individuals) -- What Can You Measure as an Individual? -- Component 1: Data Consumer (Individual Only) -- Component 2: Data Authors (Individual Only) -- Individual Scoring Guide Summary -- DFI Supporting Materials -- Survey Introduction E-mail -- Data Literacy Quiz -- Appendix A: Designing Data Products -- A Checklist for Creating Data Products -- Think Like a Designer -- Designed to Be Used -- Breaking Free of the One-Page Dashboard Rule -- Dashboard Alerts Checklist -- Context: Users Need to Understand How an Alert Is Defined and How It Fits into the Larger Picture -- Cogency: An Alerting System Needs to Avoid Causing Unnecessary Alarm While Delivering Easy-to-Understand Information That Can Be Acted Upon -- Communication: Alerts Must Be Designed to Effectively Capture Attention and Inform -- Control: Advanced Alert System Should Give Users the Ability to Customize and Manage Alerts -- 8 Features of Successful Real-time Dashboards -- Appendix B: Style Guide -- Style Guide Sample 1: Fonts -- Style Guide Sample 2: Colors -- Style Guide Sample 3: Date/Number Formatting -- Style Guide Sample 4: Bar Charts -- Style Guide Sample 5: Trend Charts -- Style Guide Sample 6: Tables -- Index.
Abstract:
A dream come true for those looking to improve their data fluency Analytical data is a powerful tool for growing companies, but what good is it if it hides in the shadows? Bring your data to the forefront with effective visualization and communication approaches, and let Data Fluency: Empowering Your Organization with Effective Communication show you the best tools and strategies for getting the job done right. Learn the best practices of data presentation and the ways that reporting and dashboards can help organizations effectively gauge performance, identify areas for improvement, and communicate results. Topics covered in the book include data reporting and communication, audience and user needs, data presentation tools, layout and styling, and common design failures. Those responsible for analytics, reporting, or BI implementation will find a refreshing take on data and visualization in this resource, as will report, data visualization, and dashboard designers. Conquer the challenge of making valuable data approachable and easy to understand Develop unique skills required to shape data to the needs of different audiences Full color book links to bonus content at juiceanalytics.com Written by well-known and highly esteemed authors in the data presentation community Data Fluency: Empowering Your Organization with Effective Communication focuses on user experience, making reports approachable, and presenting data in a compelling, inspiring way. The book helps to dissolve the disconnect between your data and those who might use it and can help make an impact on the people who are most affected by data. Use Data Fluency today to develop the skills necessary to turn data into effective displays for decision-making.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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