Making Information Matter


Book Description

Information matters to us. Whether recorded, recoded, or unregistered, information co-shapes our present and our becoming. This book advances new views on information and surveillance practices. Starting with a methodology for studying the liveliness of information, Kaufmann provides four empirical examples of making information matter: association, conversion, secrecy, and speculation. In so doing, she presents an original and comprehensive argument about the materiality of information and invites us to investigate, and to reflect about what matters. This is a go-to text for scholars and professionals working in the fields of surveillance, data studies, and the digitization of specific societal sectors.




Effective Data Storytelling


Book Description

Master the art and science of data storytelling—with frameworks and techniques to help you craft compelling stories with data. The ability to effectively communicate with data is no longer a luxury in today’s economy; it is a necessity. Transforming data into visual communication is only one part of the picture. It is equally important to engage your audience with a narrative—to tell a story with the numbers. Effective Data Storytelling will teach you the essential skills necessary to communicate your insights through persuasive and memorable data stories. Narratives are more powerful than raw statistics, more enduring than pretty charts. When done correctly, data stories can influence decisions and drive change. Most other books focus only on data visualization while neglecting the powerful narrative and psychological aspects of telling stories with data. Author Brent Dykes shows you how to take the three central elements of data storytelling—data, narrative, and visuals—and combine them for maximum effectiveness. Taking a comprehensive look at all the elements of data storytelling, this unique book will enable you to: Transform your insights and data visualizations into appealing, impactful data stories Learn the fundamental elements of a data story and key audience drivers Understand the differences between how the brain processes facts and narrative Structure your findings as a data narrative, using a four-step storyboarding process Incorporate the seven essential principles of better visual storytelling into your work Avoid common data storytelling mistakes by learning from historical and modern examples Effective Data Storytelling: How to Drive Change with Data, Narrative and Visuals is a must-have resource for anyone who communicates regularly with data, including business professionals, analysts, marketers, salespeople, financial managers, and educators.




Data at Work


Book Description

Information visualization is a language. Like any language, it can be used for multiple purposes. A poem, a novel, and an essay all share the same language, but each one has its own set of rules. The same is true with information visualization: a product manager, statistician, and graphic designer each approach visualization from different perspectives. Data at Work was written with you, the spreadsheet user, in mind. This book will teach you how to think about and organize data in ways that directly relate to your work, using the skills you already have. In other words, you don’t need to be a graphic designer to create functional, elegant charts: this book will show you how. Although all of the examples in this book were created in Microsoft Excel, this is not a book about how to use Excel. Data at Work will help you to know which type of chart to use and how to format it, regardless of which spreadsheet application you use and whether or not you have any design experience. In this book, you’ll learn how to extract, clean, and transform data; sort data points to identify patterns and detect outliers; and understand how and when to use a variety of data visualizations including bar charts, slope charts, strip charts, scatter plots, bubble charts, boxplots, and more. Because this book is not a manual, it never specifies the steps required to make a chart, but the relevant charts will be available online for you to download, with brief explanations of how they were created.




Making Social Science Matter


Book Description

New approach demonstrating how social science can be successful, focusing on context, values, and power.




Making Data Talk


Book Description

The demand for health information continues to increase, but the ability of health professionals to provide it clearly remains variable. The aim of this book is (1) to summarize and synthesize research on the selection and presentation of data pertinent to public health, and (2) to provide practical suggestions, based on this research summary and synthesis, on how scientists and other public health practitioners can better communicate data to the public, policy makers, and the press in typical real-world situations. Because communication is complex and no one approach works for all audiences, the authors emphasize how to communicate data "better" (and in some instances, contrast this with how to communicate data "worse"), rather than attempting a cookbook approach. The book contains a wealth of case studies and other examples to illustrate major points, and actual situations whenever possible. Key principles and recommendations are summarized at the end of each chapter. This book will stimulate interest among public health practitioners, scholars, and students to more seriously consider ways they can understand and improve communication about data and other types of scientific information with the public, policy makers, and the press. Improved data communication will increase the chances that evidence-based scientific findings can play a greater role in improving the public's health.




Making Data


Book Description

For many outside of the scientific community, big data and the forms it takes, such as statistical lists, spreadsheets and graphs, often seem abstract and unintelligible. This book investigates how digital fabrication and traditional making approaches are being used to present data in newly engaging and interesting ways. The first part of the book introduces the basic premise of the data object and the concept of making digital data into a physical form. Contributors cover topics such as biometrics, new technology, the economics of data and open and community uses of data. The second part presents a selection of exemplar forms and contexts for the application of data-objects, such as smart surfaces, smart cities, augmented reality techniques and next generation technical interfaces that blend physical and digital elements. Making Data delivers the importance and likely future prevalence of physical representations of data. It explores the creative methods, processes, theories and cultural histories of making physical representations of information and proposes that the making of data into physical objects is the next important development in the data visualisation phenomenon.




Data Visualization


Book Description

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




Making Coaching Matter


Book Description

"Chasing improvement, districts and schools count on coaching to promote individual learning and organizational change. Coaching is currently a popular-and multifaceted-instrument for educational improvement. Across the U.S., many types of coaches engage in many types of work with teachers as well as leaders. But coaching is often loosely defined, weakly supported, and, ultimately, underutilized. There remain misconceptions about the goals of coaching, what coaching involves, and how coaching aligns with reform efforts. As a consequence, the promise of coaching has not been fully realized. This book grapples with these issues by advancing a new, coherent framing of coaching as a lever for strategic, equitable improvement. Bridging research, theory, policy, and practice, this book explains how to make coaching matter. Specifically, it offers insights so that educational reformers and leaders can strengthen the structures and activities of coaching by weaving them with the improvement strategy and centering equity. The book illuminates and illustrates how to assemble infrastructure and create conditions so that coaching advances change in robust, sustaining, and equitable ways. In particular, it highlights the role of: leaders' clear framing of coaching, equity, and strategy; professional learning opportunities on coaching; and continuous improvement to refine coaching"--




The New Librarianship Field Guide


Book Description

How librarians can be radical positive change agents in their communities, dedicated to learning and making a difference. This book offers a guide for librarians who see their profession as a chance to make a positive difference in their communities—librarians who recognize that it is no longer enough to stand behind a desk waiting to serve. R. David Lankes, author of The Atlas of New Librarianship, reminds librarians of their mission: to improve society by facilitating knowledge creation in their communities. In this book, he provides tools, arguments, resources, and ideas for fulfilling this mission. Librarians will be prepared to become radical positive change agents in their communities, and other readers will learn to understand libraries in a new way. The librarians of Ferguson, Missouri, famously became positive change agents in August 2014 when they opened library doors when schools were closed because of civil unrest after the shooting of an unarmed teen by police. Working with other local organizations, they provided children and their parents a space for learning, lunch, and peace. But other libraries serve other communities—students, faculty, scholars, law firms—in other ways. All libraries are about community, writes Lankes; that is just librarianship. In concise chapters, Lankes addresses the mission of libraries and explains what constitutes a library. He offers practical advice for librarian training; provides teaching notes for each chapter; and answers “Frequently Argued Questions” about the new librarianship.




Data-Driven Storytelling


Book Description

This book presents an accessible introduction to data-driven storytelling. Resulting from unique discussions between data visualization researchers and data journalists, it offers an integrated definition of the topic, presents vivid examples and patterns for data storytelling, and calls out key challenges and new opportunities for researchers and practitioners.