Data Visualization

Data Visualization
Author: Kieran Healy
Publisher: Princeton University Press
Total Pages: 292
Release: 2018-12-18
Genre: Social Science
ISBN: 0691181624

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

Measurements and their Uncertainties

Measurements and their Uncertainties
Author: Ifan Hughes
Publisher: OUP Oxford
Total Pages: 152
Release: 2010-07-02
Genre: Science
ISBN: 0191576565

This hands-on guide is primarily intended to be used in undergraduate laboratories in the physical sciences and engineering. It assumes no prior knowledge of statistics. It introduces the necessary concepts where needed, with key points illustrated with worked examples and graphic illustrations. In contrast to traditional mathematical treatments it uses a combination of spreadsheet and calculus-based approaches, suitable as a quick and easy on-the-spot reference. The emphasis throughout is on practical strategies to be adopted in the laboratory. Error analysis is introduced at a level accessible to school leavers, and carried through to research level. Error calculation and propagation is presented though a series of rules-of-thumb, look-up tables and approaches amenable to computer analysis. The general approach uses the chi-square statistic extensively. Particular attention is given to hypothesis testing and extraction of parameters and their uncertainties by fitting mathematical models to experimental data. Routines implemented by most contemporary data analysis packages are analysed and explained. The book finishes with a discussion of advanced fitting strategies and an introduction to Bayesian analysis.

Graphing Statistics & Data

Graphing Statistics & Data
Author: Anders Wallgren
Publisher: SAGE
Total Pages: 100
Release: 1996-06-25
Genre: Mathematics
ISBN: 9780761905998

This book introduces the technique and art of producing good charts. Carefully written with many examples and illustrations, the book begins with an introduction to the building blocks of charts (axes, scales and patterns) and then describes each step involved in creating effective and easy-to-read charts.

A Practical Guide to Graphics Reporting

A Practical Guide to Graphics Reporting
Author: Jennifer George-Palilonis
Publisher: Taylor & Francis
Total Pages: 187
Release: 2013-05-02
Genre: Art
ISBN: 1136143904

A Practical Guide to Graphics Reporting explains all of the most important skills and theoretical considerations for creating diagrams, charts, maps, and other forms of information graphics intended to provide readers with valuable visual and textual news and information. Research and writing skills as they relate to graphics reporting are explained, as well as illustration techniques for maps and diagrams, rules for creating basic charts and diagrams, and the various types of uses for maps in graphics reporting. While other texts related to these topics may address similar skill sets, A Practical Guide to Graphics Reporting uniquely teaches these skills in the context of journalistic storytelling and visual reporting. Newspapers, magazines, online publications, and various other media employ information graphics reporters. Studying this text in conjunction with instruction in journalistic visual storytelling prepares you to enter this field. This text offers a solid foundation for print and online graphics reporters and helps beginners and professionals alike become better, well-rounded visual communicators. While other texts related to these topics may address similar skill sets, A Practical Guide to Graphics Reporting uniquely teaches these skills in the context of journalistic storytelling and visual reporting. Newspapers, magazines, online publications, and various other media employ information graphics reporters. Studying this text in conjunction with instruction in journalistic visual storytelling prepares you to enter this field. This text offers a solid foundation for print and online graphics reporters and helps beginners and professionals alike become better, well-rounded visual communicators.

Illustrations

Illustrations
Author: Graham T. Richardson
Publisher: Springer Science & Business Media
Total Pages: 348
Release: 2012-12-06
Genre: Science
ISBN: 1461249929

person to prepare illustration copy at a pre-professional level-copy that is, however, often usable for routine purposes-and/or to communicate better with graphics spe cialists who will prepare the final illustrations. The skills necessary to take the final step of producing finished camera-ready illustrations are, unfortunately, based very much on actual hands-on experience and are thus beyond the ability of this or any other book to instill satisfactory competence in. Illustrations should also prove to be a highly useful reference work for professional illustrators. The wide variety of train ing and work experiences by which they have acquired their skills may not have provided full acquaintance with all of the exceptionally diverse kinds of information to be found here. There are, moreover, few disciplines whose practition ers cannot profit from an invigorating refresher course. After nearly seven years of work, then, I am pleased to put forward a book with many answers pertaining to the proper selection and preparation of informational illustrations. All such questions and their actual solutions, however, must re main up to you, the inquiring and attentive reader.

Visual Insights

Visual Insights
Author: Katy Borner
Publisher: MIT Press
Total Pages: 310
Release: 2014-01-24
Genre: Language Arts & Disciplines
ISBN: 0262526190

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.

Designing & Delivering

Designing & Delivering
Author: Peter J. Hager
Publisher: John Wiley & Sons
Total Pages: 364
Release: 1997-01-31
Genre: Business & Economics
ISBN: 9780471155645

Master the art and science of successful oral presentations A complete guide for scientific, technical, and business professionals. The ability to deliver effective oral presentations in a variety of technical and business environments is a skill no professional can afford to be without. Developed to help you quickly master the presenter's art, Designing & Delivering Scientific, Technical, and Managerial Presentations is a comprehensive guide to researching, scripting, and delivering compelling presentations. No matter what your field of expertise, this practical guide equips you with a broad range of proven techniques, tools, and insider tricks of the trade for effectively conveying complex scientific, technical, or business information to any type of audience. Featuring step-by-step guidelines, many helpful illustrations, and three sample scripts of presentations successfully delivered in various professional environments, this book gets you up and running with what you need to know in order to * Research, write, and revise concise and interesting presentation scripts. * Analyze your audience's background and informational requirements. * Adapt the style, organization, and content of your presentation to match the needs of your audience. * Design compelling visuals and integrate them seamlessly into your presentations. * Use body language, eye contact, and other nonverbal techniques to grab and hold your audience's attention. * Manage seating, lighting, acoustics, audio, and other logistical elements for optimal effect. * Gear presentations to international audiences.

Practical Statistics for the Analytical Scientist

Practical Statistics for the Analytical Scientist
Author: Peter Bedson
Publisher: Royal Society of Chemistry
Total Pages: 401
Release: 2021-04-08
Genre: Mathematics
ISBN: 1839164433

Analytical chemists must use a range of statistical tools in their treatment of experimental data to obtain reliable results. Practical Statistics for the Analytical Scientist is a manual designed to help them negotiate the daunting specialist terminology and symbols. Prepared in conjunction with the Department of Trade and Industry's Valid Analytical Measurement (VAM) programme, this volume covers the basic statistics needed in the laboratory. It describes the statistical procedures that are most likely to be required including summary and descriptive statistics, calibration, outlier testing, analysis of variance and basic quality control procedures. To improve understanding, many examples provide the user with material for consolidation and practice. The fully worked answers are given both to check the correct application of the procedures and to provide a template for future problems. Practical Statistics for the Analytical Scientist will be welcomed by practising analytical chemists as an important reference for day to day statistics in analytical chemistry.