A guide to the basics of information visualization that teaches nonprogrammers how to use advanced data mining and visualization techniques to design insightful visualizations. In the age of Big Data, the tools of information visualization offer us a macroscope to help us make sense of the avalanche of data available on every subject. This book offers a gentle introduction to the design of insightful information visualizations. It is the only book on the subject that teaches nonprogrammers how to use open code and open data to design insightful visualizations. Readers will learn to apply advanced data mining and visualization techniques to make sense of temporal, geospatial, topical, and network data. The book, developed for use in an information visualization MOOC, covers data analysis algorithms that enable extraction of patterns and trends in data, with chapters devoted to “when” (temporal data), “where” (geospatial data), “what” (topical data), and “with whom” (networks and trees); and to systems that drive research and development. Examples of projects undertaken for clients include an interactive visualization of the success of game player activity in World of Warcraft; a visualization of 311 number adoption that shows the diffusion of non-emergency calls in the United States; a return on investment study for two decades of HIV/AIDS research funding by NIAID; and a map showing the impact of the HiveNYC Learning Network. Visual Insights will be an essential resource on basic information visualization techniques for scholars in many fields, students, designers, or anyone who works with data.
One of the great challenges now facing education reformers in the United States is how to devise a consistent and intelligent framework for instruction that will work across the nation’s notoriously fragmented and politically conflicted school systems. Various programs have tried to do that, but only a few have succeeded. Improvement by Design looks at three different programs, seeking to understand why two of them—America’s Choice and Success for All—worked, and why the third—Accelerated Schools Project—did not. The authors identify four critical puzzles that the successful programs were able to solve: design, implementation, improvement, and sustainability. Pinpointing the specific solutions that clearly improved instruction, they identify the key elements that all successful reform programs share. Offering urgently needed guidance for state and local school systems as they attempt to respond to future reform proposals, Improvement by Design gets America one step closer to truly successful education systems.
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