The Grammar Of Graphics

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The Grammar of Graphics

Leland Wilkinson
The Grammar of Graphics Book PDF

Author : Leland Wilkinson
Publisher : Springer Science & Business Media
Page : 415 pages
File Size : 49,9 Mb
Release : 2013-03-09
Category : Computers
ISBN : 9781475731002

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The Grammar of Graphics by Leland Wilkinson Pdf

Written for statisticians, computer scientists, geographers, research and applied scientists, and others interested in visualizing data, this book presents a unique foundation for producing almost every quantitative graphic found in scientific journals, newspapers, statistical packages, and data visualization systems. It was designed for a distributed computing environment, with special attention given to conserving computer code and system resources. While the tangible result of this work is a Java production graphics library, the text focuses on the deep structures involved in producing quantitative graphics from data. It investigates the rules that underlie pie charts, bar charts, scatterplots, function plots, maps, mosaics, and radar charts. These rules are abstracted from the work of Bertin, Cleveland, Kosslyn, MacEachren, Pinker, Tufte, Tukey, Tobler, and other theorists of quantitative graphics.

ggplot2

Hadley Wickham
ggplot2 Book PDF

Author : Hadley Wickham
Publisher : Springer Science & Business Media
Page : 213 pages
File Size : 42,9 Mb
Release : 2009-10-03
Category : Computers
ISBN : 9780387981413

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ggplot2 by Hadley Wickham Pdf

Provides both rich theory and powerful applications Figures are accompanied by code required to produce them Full color figures

R for Data Science

Hadley Wickham,Garrett Grolemund
R for Data Science Book PDF

Author : Hadley Wickham,Garrett Grolemund
Publisher : "O'Reilly Media, Inc."
Page : 521 pages
File Size : 47,9 Mb
Release : 2016-12-12
Category : Computers
ISBN : 9781491910368

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R for Data Science by Hadley Wickham,Garrett Grolemund Pdf

Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

R Graphics, Third Edition

Paul Murrell
R Graphics Third Edition Book PDF

Author : Paul Murrell
Publisher : CRC Press
Page : 442 pages
File Size : 44,5 Mb
Release : 2018-11-15
Category : Computers
ISBN : 9780429749957

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R Graphics, Third Edition by Paul Murrell Pdf

This third edition of Paul Murrell’s classic book on using R for graphics represents a major update, with a complete overhaul in focus and scope. It focuses primarily on the two core graphics packages in R - graphics and grid - and has a new section on integrating graphics. This section includes three new chapters: importing external images in to R; integrating the graphics and grid systems; and advanced SVG graphics. The emphasis in this third edition is on having the ability to produce detailed and customised graphics in a wide variety of formats, on being able to share and reuse those graphics, and on being able to integrate graphics from multiple systems. This book is aimed at all levels of R users. For people who are new to R, this book provides an overview of the graphics facilities, which is useful for understanding what to expect from R's graphics functions and how to modify or add to the output they produce. For intermediate-level R users, this book provides all of the information necessary to perform sophisticated customizations of plots produced in R. For advanced R users, this book contains vital information for producing coherent, reusable, and extensible graphics functions.

Desktop Data Analysis with SYSTAT

Leland Wilkinson,Grant Blank,Christian Gruber
Desktop Data Analysis with SYSTAT Book PDF

Author : Leland Wilkinson,Grant Blank,Christian Gruber
Publisher : Unknown
Page : 0 pages
File Size : 51,7 Mb
Release : 1996
Category : Mathematical statistics
ISBN : 0135693101

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Desktop Data Analysis with SYSTAT by Leland Wilkinson,Grant Blank,Christian Gruber Pdf

This book offers a thorough introduction to using good statistical tools, both exploratory and confirmatory, to solve real statistical problems using SYSTAT statistical software.

R Graphics Cookbook

Winston Chang
R Graphics Cookbook Book PDF

Author : Winston Chang
Publisher : "O'Reilly Media, Inc."
Page : 414 pages
File Size : 51,5 Mb
Release : 2013
Category : Computers
ISBN : 9781449316952

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R Graphics Cookbook by Winston Chang Pdf

"Practical recipes for visualizing data"--Cover.

A History of Data Visualization and Graphic Communication

Michael Friendly,Howard Wainer
A History of Data Visualization and Graphic Communication Book PDF

Author : Michael Friendly,Howard Wainer
Publisher : Harvard University Press
Page : 337 pages
File Size : 52,6 Mb
Release : 2021-06-08
Category : Science
ISBN : 9780674259041

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A History of Data Visualization and Graphic Communication by Michael Friendly,Howard Wainer Pdf

A comprehensive history of data visualization—its origins, rise, and effects on the ways we think about and solve problems. With complex information everywhere, graphics have become indispensable to our daily lives. Navigation apps show real-time, interactive traffic data. A color-coded map of exit polls details election balloting down to the county level. Charts communicate stock market trends, government spending, and the dangers of epidemics. A History of Data Visualization and Graphic Communication tells the story of how graphics left the exclusive confines of scientific research and became ubiquitous. As data visualization spread, it changed the way we think. Michael Friendly and Howard Wainer take us back to the beginnings of graphic communication in the mid-seventeenth century, when the Dutch cartographer Michael Florent van Langren created the first chart of statistical data, which showed estimates of the distance from Rome to Toledo. By 1786 William Playfair had invented the line graph and bar chart to explain trade imports and exports. In the nineteenth century, the “golden age” of data display, graphics found new uses in tracking disease outbreaks and understanding social issues. Friendly and Wainer make the case that the explosion in graphical communication both reinforced and was advanced by a cognitive revolution: visual thinking. Across disciplines, people realized that information could be conveyed more effectively by visual displays than by words or tables of numbers. Through stories and illustrations, A History of Data Visualization and Graphic Communication details the 400-year evolution of an intellectual framework that has become essential to both science and society at large.

Reading Images

Gunther R. Kress,Theo Van Leeuwen,Theo van Leeuwen
Reading Images Book PDF

Author : Gunther R. Kress,Theo Van Leeuwen,Theo van Leeuwen
Publisher : Psychology Press
Page : 318 pages
File Size : 42,5 Mb
Release : 1996
Category : Design
ISBN : 0415106001

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Reading Images by Gunther R. Kress,Theo Van Leeuwen,Theo van Leeuwen Pdf

Reading Images provides the first systematic and comprehensive account of the grammar of visual design. By looking at the formal elements and structures of design the authors examine the ways in which images communicate meaning.

Readings in Information Visualization

Stuart K. Card,Jock Mackinlay,Ben Shneiderman
Readings in Information Visualization Book PDF

Author : Stuart K. Card,Jock Mackinlay,Ben Shneiderman
Publisher : Morgan Kaufmann
Page : 718 pages
File Size : 48,9 Mb
Release : 1999-01-25
Category : Computers
ISBN : 1558605339

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Readings in Information Visualization by Stuart K. Card,Jock Mackinlay,Ben Shneiderman Pdf

This groundbreaking book defines the emerging field of information visualization and offers the first-ever collection of the classic papers of the discipline, with introductions and analytical discussions of each topic and paper. The authors' intention is to present papers that focus on the use of visualization to discover relationships, using interactive graphics to amplify thought. This book is intended for research professionals in academia and industry; new graduate students and professors who want to begin work in this burgeoning field; professionals involved in financial data analysis, statistics, and information design; scientific data managers; and professionals involved in medical, bioinformatics, and other areas. Features Full-color reproduction throughout Author power team - an exciting and timely collaboration between the field's pioneering, most-respected names The only book on Information Visualization with the depth necessary for use as a text or as a reference for the information professional Text includes the classic source papers as well as a collection of cutting edge work

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

Chester Ismay,Albert Y. Kim
Statistical Inference via Data Science A ModernDive into R and the Tidyverse Book PDF

Author : Chester Ismay,Albert Y. Kim
Publisher : CRC Press
Page : 430 pages
File Size : 44,5 Mb
Release : 2019-12-23
Category : Mathematics
ISBN : 9781000763461

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Statistical Inference via Data Science: A ModernDive into R and the Tidyverse by Chester Ismay,Albert Y. Kim Pdf

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference using data science tools widely used in industry, academia, and government. It introduces the tidyverse suite of R packages, including the ggplot2 package for data visualization, and the dplyr package for data wrangling. After equipping readers with just enough of these data science tools to perform effective exploratory data analyses, the book covers traditional introductory statistics topics like confidence intervals, hypothesis testing, and multiple regression modeling, while focusing on visualization throughout. Features: ● Assumes minimal prerequisites, notably, no prior calculus nor coding experience ● Motivates theory using real-world data, including all domestic flights leaving New York City in 2013, the Gapminder project, and the data journalism website, FiveThirtyEight.com ● Centers on simulation-based approaches to statistical inference rather than mathematical formulas ● Uses the infer package for "tidy" and transparent statistical inference to construct confidence intervals and conduct hypothesis tests via the bootstrap and permutation methods ● Provides all code and output embedded directly in the text; also available in the online version at moderndive.com This book is intended for individuals who would like to simultaneously start developing their data science toolbox and start learning about the inferential and modeling tools used in much of modern-day research. The book can be used in methods and data science courses and first courses in statistics, at both the undergraduate and graduate levels.

Visual Grammar

Christian Leborg
Visual Grammar Book PDF

Author : Christian Leborg
Publisher : Princeton Architectural Press
Page : 100 pages
File Size : 51,9 Mb
Release : 2006-05-11
Category : Art
ISBN : 1568985819

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Visual Grammar by Christian Leborg Pdf

Both a primer on visual language and a visual dictionary of the fundamental aspects of graphic design, this text deals with every imaginable visual concept, making it an indispensable reference for beginners and seasoned visual thinkers alike.

Semiology of Graphics

Jacques Bertin
Semiology of Graphics Book PDF

Author : Jacques Bertin
Publisher : Esri Press
Page : 0 pages
File Size : 49,5 Mb
Release : 2011
Category : Design
ISBN : 1589482611

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Semiology of Graphics by Jacques Bertin Pdf

Information processing entails comprehensivity. Communication involves simplification

The Elements of Graphic Design

Alex W. White
The Elements of Graphic Design Book PDF

Author : Alex W. White
Publisher : Simon and Schuster
Page : 224 pages
File Size : 50,5 Mb
Release : 2011-03-15
Category : Design
ISBN : 9781581157802

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The Elements of Graphic Design by Alex W. White Pdf

This very popular design book has been wholly revised and expanded to feature a new dimension of inspiring and counterintuitive ideas to thinking about graphic design relationships. The Elements of Graphic Design, Second Edition is now in full color in a larger, 8 x 10-inch trim size, and contains 40 percent more content and over 750 images to enhance and better clarify the concepts in this thought-provoking resource. The second edition also includes a new section on Web design; new discussions of modularity, framing, motion and time, rules of randomness, and numerous quotes supported by images and biographies. This pioneering work provides designers, art directors, and students--regardless of experience--with a unique approach to successful design. Veteran designer and educator Alex. W. White has assembled a wealth of information and examples in his exploration of what makes visual design stunning and easy to read. Readers will discover White's four elements of graphic design, including how to: define and reveal dominant images, words, and concepts; use scale, color, and position to guide the viewer through levels of importance; employ white space as a significant component of design and not merely as background; and use display and text type for maximum comprehension and value to the reader. Offering a new way to think about and use the four design elements, this book is certain to inspire better design. Allworth Press, an imprint of Skyhorse Publishing, publishes a broad range of books on the visual and performing arts, with emphasis on the business of art. Our titles cover subjects such as graphic design, theater, branding, fine art, photography, interior design, writing, acting, film, how to start careers, business and legal forms, business practices, and more. While we don't aspire to publish a New York Times bestseller or a national bestseller, we are deeply committed to quality books that help creative professionals succeed and thrive. We often publish in areas overlooked by other publishers and welcome the author whose expertise can help our audience of readers.

Data Visualization

Kieran Healy
Data Visualization Book PDF

Author : Kieran Healy
Publisher : Princeton University Press
Page : 292 pages
File Size : 41,5 Mb
Release : 2018-12-18
Category : Social Science
ISBN : 9780691181622

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Data Visualization by Kieran Healy Pdf

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

Modern Data Science with R

Benjamin S. Baumer,Daniel T. Kaplan,Nicholas J. Horton
Modern Data Science with R Book PDF

Author : Benjamin S. Baumer,Daniel T. Kaplan,Nicholas J. Horton
Publisher : CRC Press
Page : 830 pages
File Size : 48,5 Mb
Release : 2021-03-31
Category : Business & Economics
ISBN : 9780429575396

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Modern Data Science with R by Benjamin S. Baumer,Daniel T. Kaplan,Nicholas J. Horton Pdf

From a review of the first edition: "Modern Data Science with R... is rich with examples and is guided by a strong narrative voice. What’s more, it presents an organizing framework that makes a convincing argument that data science is a course distinct from applied statistics" (The American Statistician). Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world data problems. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical programming in the state-of-the-art R/RStudio computing environment can be leveraged to extract meaningful information from a variety of data in the service of addressing compelling questions. The second edition is updated to reflect the growing influence of the tidyverse set of packages. All code in the book has been revised and styled to be more readable and easier to understand. New functionality from packages like sf, purrr, tidymodels, and tidytext is now integrated into the text. All chapters have been revised, and several have been split, re-organized, or re-imagined to meet the shifting landscape of best practice.