[PDF] r graphics essentials for great data visualization Full Book (2024)

R Graphics Essentials For Great Data Visualization PDF Download

[PDF] r graphics essentials for great data visualization Full Book (1)

Author: Alboukadel Kassambara
Publisher: STHDA
ISBN: 1979748101
Size: 73.51 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 153
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R Graphics Essentials For Great Data Visualization

R Graphics Essentials For Great Data Visualization by Alboukadel Kassambara, R Graphics Essentials For Great Data Visualization Book available in PDF, EPUB, Mobi Format. Download R Graphics Essentials For Great Data Visualization books, Data visualization is one of the most important part of data science. Many books and courses present a catalogue of graphics but they don't teach you which charts to use according to the type of the data. In this book, we start by presenting the key graphic systems and packages available in R, including R base graphs, lattice and ggplot2 plotting systems. Next, we provide more than 200 practical examples to create great graphics for the right data using either the ggplot2 package and extensions or the traditional R graphics. With this book, you 'll learn: - How to quickly create beautiful graphics using ggplot2 packages - How to properly customize and annotate the plots - Type of graphics for visualizing categorical and continuous variables - How to add automatically p-values to box plots, bar plots and alternatives - How to add marginal density plots and correlation coefficients to scatter plots - Key methods for analyzing and visualizing multivariate data - R functions and packages for plotting time series data - How to combine multiple plots on one page to create production-quality figures.

Ggplot2 Essentials PDF Download

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Author: Alboukadel Kassambara
Publisher: Independently Published
ISBN: 9781708503208
Size: 24.78 MB
Format: PDF, Mobi
Category :
Languages : en
Pages : 94
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Ggplot2 Essentials

R Graphics Essentials For Great Data Visualization by Alboukadel Kassambara, Ggplot2 Essentials Book available in PDF, EPUB, Mobi Format. Download Ggplot2 Essentials books, GGPlot2 is a powerful and a flexible R package for producing elegant graphics piece by piece. It has become a popular package for data visualization. This book presents the essentials of ggplot2 to easily create beautiful graphics in R.Key features: - Covers the most important graphic functions- Short, self-contained chapters with practical examples.

R For Data Science PDF Download

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Author: Hadley Wickham
Publisher: "O'Reilly Media, Inc."
ISBN: 1491910364
Size: 43.53 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 521
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R For Data Science

R Graphics Essentials For Great Data Visualization by Hadley Wickham, R For Data Science Book available in PDF, EPUB, Mobi Format. Download R For Data Science books, 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

Data Visualisation With R PDF Download

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Author: Thomas Rahlf
Publisher: Springer Nature
ISBN: 3030284441
Size: 50.46 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 451
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Data Visualisation With R

R Graphics Essentials For Great Data Visualization by Thomas Rahlf, Data Visualisation With R Book available in PDF, EPUB, Mobi Format. Download Data Visualisation With R books, This book introduces readers to the fundamentals of creating presentation graphics using R, based on 111 detailed and complete scripts. It shows how bar and column charts, population pyramids, Lorenz curves, box plots, scatter plots, time series, radial polygons, Gantt charts, heat maps, bump charts, mosaic and balloon charts, and a series of different thematic map types can be created using R’s Base Graphics System. Every example uses real data and includes step-by-step explanations of the figures and their programming. This second edition contains additional examples for cartograms, chord-diagrams and networks, and interactive visualizations with Javascript. The open source software R is an established standard and a powerful tool for various visualizing applications, integrating nearly all technologies relevant for data visualization. The basic software, enhanced by more than 14000 extension packs currently freely available, is intensively used by organizations including Google, Facebook and the CIA. The book serves as a comprehensive reference guide to a broad variety of applications in various fields. This book is intended for all kinds of R users, ranging from experts, for whom especially the example codes are particularly useful, to beginners, who will find the finished graphics most helpful in learning what R can actually deliver.

Ggplot2 PDF Download

[PDF] r graphics essentials for great data visualization Full Book (9)

Author: Hadley Wickham
Publisher: Springer Science & Business Media
ISBN: 0387981411
Size: 43.48 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 213
View: 553

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Ggplot2

R Graphics Essentials For Great Data Visualization by Hadley Wickham, Ggplot2 Book available in PDF, EPUB, Mobi Format. Download Ggplot2 books, Provides both rich theory and powerful applications Figures are accompanied by code required to produce them Full color figures

Lattice PDF Download

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Author: Deepayan Sarkar
Publisher: Springer Science & Business Media
ISBN: 0387759697
Size: 50.77 MB
Format: PDF, Kindle
Category : Mathematics
Languages : en
Pages : 268
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Lattice

R Graphics Essentials For Great Data Visualization by Deepayan Sarkar, Lattice Book available in PDF, EPUB, Mobi Format. Download Lattice books, Written by the author of the lattice system, this book describes lattice in considerable depth, beginning with the essentials and systematically delving into specific low levels details as necessary. No prior experience with lattice is required to read the book, although basic familiarity with R is assumed. The book contains close to 150 figures produced with lattice. Many of the examples emphasize principles of good graphical design; almost all use real data sets that are publicly available in various R packages. All code and figures in the book are also available online, along with supplementary material covering more advanced topics.

Data Visualisation With R PDF Download

[PDF] r graphics essentials for great data visualization Full Book (13)

Author: Thomas Rahlf
Publisher: Springer
ISBN: 3319497510
Size: 55.16 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 385
View: 2668

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Data Visualisation With R

R Graphics Essentials For Great Data Visualization by Thomas Rahlf, Data Visualisation With R Book available in PDF, EPUB, Mobi Format. Download Data Visualisation With R books, This book introduces readers to the fundamentals of creating presentation graphics using R, based on 100 detailed and complete scripts. It shows how bar and column charts, population pyramids, Lorenz curves, box plots, scatter plots, time series, radial polygons, Gantt charts, heat maps, bump charts, mosaic and balloon charts, and a series of different thematic map types can be created using R’s Base Graphics System. Every example uses real data and includes step-by-step explanations of the figures and their programming. The open source software R is an established standard and a powerful tool for various visualizing applications, integrating nearly all technologies relevant for data visualization. The basic software, enhanced by more than 7000 extension packs currently freely available, is intensively used by organizations including Google, Facebook and the CIA. The book serves as a comprehensive reference guide to a broad variety of applications in various fields. This book is intended for all kinds of R users, ranging from experts, for whom especially the example codes are particularly useful, to beginners, who will find the finished graphics most helpful in learning what R can actually deliver.

Fundamentals Of Data Visualization PDF Download

[PDF] r graphics essentials for great data visualization Full Book (15)

Author: Claus O. Wilke
Publisher: O'Reilly Media
ISBN: 1492031054
Size: 69.70 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 390
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Fundamentals Of Data Visualization

R Graphics Essentials For Great Data Visualization by Claus O. Wilke, Fundamentals Of Data Visualization Book available in PDF, EPUB, Mobi Format. Download Fundamentals Of Data Visualization books, Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization choices and options. This practical book takes you through many commonly encountered visualization problems, and it provides guidelines on how to turn large datasets into clear and compelling figures. What visualization type is best for the story you want to tell? How do you make informative figures that are visually pleasing? Author Claus O. Wilke teaches you the elements most critical to successful data visualization. Explore the basic concepts of color as a tool to highlight, distinguish, or represent a value Understand the importance of redundant coding to ensure you provide key information in multiple ways Use the book’s visualizations directory, a graphical guide to commonly used types of data visualizations Get extensive examples of good and bad figures Learn how to use figures in a document or report and how employ them effectively to tell a compelling story

The Grammar Of Graphics PDF Download

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Author: Leland Wilkinson
Publisher: Springer Science & Business Media
ISBN: 1475731000
Size: 47.50 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 415
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The Grammar Of Graphics

R Graphics Essentials For Great Data Visualization by Leland Wilkinson, The Grammar Of Graphics Book available in PDF, EPUB, Mobi Format. Download The Grammar Of Graphics books, 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.

R Graphics Cookbook PDF Download

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Author: Winston Chang
Publisher: "O'Reilly Media, Inc."
ISBN: 1449316956
Size: 17.99 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 414
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R Graphics Cookbook

R Graphics Essentials For Great Data Visualization by Winston Chang, R Graphics Cookbook Book available in PDF, EPUB, Mobi Format. Download R Graphics Cookbook books, "Practical recipes for visualizing data"--Cover.

Data Visualization PDF Download

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Author: Kieran Healy
Publisher: Princeton University Press
ISBN: 0691181624
Size: 65.71 MB
Format: PDF, ePub
Category : Social Science
Languages : en
Pages : 292
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Data Visualization

R Graphics Essentials For Great Data Visualization by Kieran Healy, Data Visualization Book available in PDF, EPUB, Mobi Format. Download Data Visualization books, 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

R In Action PDF Download

[PDF] r graphics essentials for great data visualization Full Book (23)

Author: Robert I. Kabacoff
Publisher: Simon and Schuster
ISBN: 1638353336
Size: 21.99 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 970
View: 155

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R In Action

R Graphics Essentials For Great Data Visualization by Robert I. Kabacoff, R In Action Book available in PDF, EPUB, Mobi Format. Download R In Action books, Summary R in Action, Second Edition presents both the R language and the examples that make it so useful for business developers. Focusing on practical solutions, the book offers a crash course in statistics and covers elegant methods for dealing with messy and incomplete data that are difficult to analyze using traditional methods. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on time series analysis, cluster analysis, and classification methodologies, including decision trees, random forests, and support vector machines. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Business pros and researchers thrive on data, and R speaks the language of data analysis. R is a powerful programming language for statistical computing. Unlike general-purpose tools, R provides thousands of modules for solving just about any data-crunching or presentation challenge you're likely to face. R runs on all important platforms and is used by thousands of major corporations and institutions worldwide. About the Book R in Action, Second Edition teaches you how to use the R language by presenting examples relevant to scientific, technical, and business developers. Focusing on practical solutions, the book offers a crash course in statistics, including elegant methods for dealing with messy and incomplete data. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on forecasting, data mining, and dynamic report writing. What's Inside Complete R language tutorial Using R to manage, analyze, and visualize data Techniques for debugging programs and creating packages OOP in R Over 160 graphs About the Author Dr. Rob Kabacoff is a seasoned researcher and teacher who specializes in data analysis. He also maintains the popular Quick-R website at statmethods.net. Table of Contents PART 1 GETTING STARTED Introduction to R Creating a dataset Getting started with graphs Basic data management Advanced data management PART 2 BASIC METHODS Basic graphs Basic statistics PART 3 INTERMEDIATE METHODS Regression Analysis of variance Power analysis Intermediate graphs Resampling statistics and bootstrapping PART 4 ADVANCED METHODS Generalized linear models Principal components and factor analysis Time series Cluster analysis Classification Advanced methods for missing data PART 5 EXPANDING YOUR SKILLS Advanced graphics with ggplot2 Advanced programming Creating a package Creating dynamic reports Advanced graphics with the lattice package available online only from manning.com/kabacoff2

Modern Data Science With R PDF Download

[PDF] r graphics essentials for great data visualization Full Book (25)

Author: Benjamin S. Baumer
Publisher: CRC Press
ISBN: 0429575394
Size: 21.31 MB
Format: PDF, Kindle
Category : Business & Economics
Languages : en
Pages : 830
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Modern Data Science With R

R Graphics Essentials For Great Data Visualization by Benjamin S. Baumer, Modern Data Science With R Book available in PDF, EPUB, Mobi Format. Download Modern Data Science With R books, 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.

The R Book PDF Download

[PDF] r graphics essentials for great data visualization Full Book (27)

Author: Michael J. Crawley
Publisher: John Wiley & Sons
ISBN: 9780470515068
Size: 19.37 MB
Format: PDF, ePub
Category : Mathematics
Languages : en
Pages : 953
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The R Book

R Graphics Essentials For Great Data Visualization by Michael J. Crawley, The R Book Book available in PDF, EPUB, Mobi Format. Download The R Book books, The high-level language of R is recognized as one of the mostpowerful and flexible statistical software environments, and israpidly becoming the standard setting for quantitative analysis,statistics and graphics. R provides free access to unrivalledcoverage and cutting-edge applications, enabling the user to applynumerous statistical methods ranging from simple regression to timeseries or multivariate analysis. Building on the success of the author’s bestsellingStatistics: An Introduction using R, The R Book ispacked with worked examples, providing an all inclusive guide to R,ideal for novice and more accomplished users alike. The bookassumes no background in statistics or computing and introduces theadvantages of the R environment, detailing its applications in awide range of disciplines. Provides the first comprehensive reference manual for the Rlanguage, including practical guidance and full coverage of thegraphics facilities. Introduces all the statistical models covered by R, beginningwith simple classical tests such as chi-square and t-test. Proceeds to examine more advance methods, from regression andanalysis of variance, through to generalized linear models,generalized mixed models, time series, spatial statistics,multivariate statistics and much more. The R Book is aimed at undergraduates, postgraduates andprofessionals in science, engineering and medicine. It is alsoideal for students and professionals in statistics, economics,geography and the social sciences.

Data Visualization Made Simple PDF Download

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Author: Kristen Sosulski
Publisher: Routledge
ISBN: 135138077X
Size: 54.88 MB
Format: PDF, ePub
Category : Business & Economics
Languages : en
Pages : 272
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Data Visualization Made Simple

R Graphics Essentials For Great Data Visualization by Kristen Sosulski, Data Visualization Made Simple Book available in PDF, EPUB, Mobi Format. Download Data Visualization Made Simple books, Data Visualization Made Simple is a practical guide to the fundamentals, strategies, and real-world cases for data visualization, an essential skill required in today’s information-rich world. With foundations rooted in statistics, psychology, and computer science, data visualization offers practitioners in almost every field a coherent way to share findings from original research, big data, learning analytics, and more. In nine appealing chapters, the book: examines the role of data graphics in decision-making, sharing information, sparking discussions, and inspiring future research; scrutinizes data graphics, deliberates on the messages they convey, and looks at options for design visualization; and includes cases and interviews to provide a contemporary view of how data graphics are used by professionals across industries Both novices and seasoned designers in education, business, and other areas can use this book’s effective, linear process to develop data visualization literacy and promote exploratory, inquiry-based approaches to visualization problems.

Interactive Web Based Data Visualization With R Plotly And Shiny PDF Download

[PDF] r graphics essentials for great data visualization Full Book (31)

Author: Carson Sievert
Publisher: CRC Press
ISBN: 0429824203
Size: 38.50 MB
Format: PDF, ePub, Mobi
Category : Business & Economics
Languages : en
Pages : 278
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Interactive Web Based Data Visualization With R Plotly And Shiny

R Graphics Essentials For Great Data Visualization by Carson Sievert, Interactive Web Based Data Visualization With R Plotly And Shiny Book available in PDF, EPUB, Mobi Format. Download Interactive Web Based Data Visualization With R Plotly And Shiny books, The richly illustrated Interactive Web-Based Data Visualization with R, plotly, and shiny focuses on the process of programming interactive web graphics for multidimensional data analysis. It is written for the data analyst who wants to leverage the capabilities of interactive web graphics without having to learn web programming. Through many R code examples, you will learn how to tap the extensive functionality of these tools to enhance the presentation and exploration of data. By mastering these concepts and tools, you will impress your colleagues with your ability to quickly generate more informative, engaging, and reproducible interactive graphics using free and open source software that you can share over email, export to pdf, and more. Key Features: Convert static ggplot2 graphics to an interactive web-based form Link, animate, and arrange multiple plots in standalone HTML from R Embed, modify, and respond to plotly graphics in a shiny app Learn best practices for visualizing continuous, discrete, and multivariate data Learn numerous ways to visualize geo-spatial data This book makes heavy use of plotly for graphical rendering, but you will also learn about other R packages that support different phases of a data science workflow, such as tidyr, dplyr, and tidyverse. Along the way, you will gain insight into best practices for visualization of high-dimensional data, statistical graphics, and graphical perception. The printed book is complemented by an interactive website where readers can view movies demonstrating the examples and interact with graphics.

Data Visualization PDF Download

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Author: Robert Grant
Publisher: CRC Press
ISBN: 135178174X
Size: 23.16 MB
Format: PDF, ePub, Docs
Category : Mathematics
Languages : en
Pages : 232
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Data Visualization

R Graphics Essentials For Great Data Visualization by Robert Grant, Data Visualization Book available in PDF, EPUB, Mobi Format. Download Data Visualization books, This is the age of data. There are more innovations and more opportunities for interesting work with data than ever before, but there is also an overwhelming amount of quantitative information being published every day. Data visualisation has become big business, because communication is the difference between success and failure, no matter how clever the analysis may have been. The ability to visualize data is now a skill in demand across business, government, NGOs and academia. Data Visualization: Charts, Maps, and Interactive Graphics gives an overview of a wide range of techniques and challenges, while staying accessible to anyone interested in working with and understanding data. Features: Focusses on concepts and ways of thinking about data rather than algebra or computer code. Features 17 short chapters that can be read in one sitting. Includes chapters on big data, statistical and machine learning models, visual perception, high-dimensional data, and maps and geographic data. Contains more than 125 visualizations, most created by the author. Supported by a website with all code for creating the visualizations, further reading, datasets and practical advice on crafting the images. Whether you are a student considering a career in data science, an analyst who wants to learn more about visualization, or the manager of a team working with data, this book will introduce you to a broad range of data visualization methods. Cover image: Landscape of Change uses data about sea level rise, glacier volume decline, increasing global temperatures, and the increasing use of fossil fuels. These data lines compose a landscape shaped by the changing climate, a world in which we are now living. Copyright © Jill Pelto (jillpelto.com).

Designing Data Visualizations PDF Download

[PDF] r graphics essentials for great data visualization Full Book (35)

Author: Noah Iliinsky
Publisher: "O'Reilly Media, Inc."
ISBN: 1449317065
Size: 35.59 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 114
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Designing Data Visualizations

R Graphics Essentials For Great Data Visualization by Noah Iliinsky, Designing Data Visualizations Book available in PDF, EPUB, Mobi Format. Download Designing Data Visualizations books, Data visualization is an efficient and effective medium for communicating large amounts of information, but the design process can often seem like an unexplainable creative endeavor. This concise book aims to demystify the design process by showing you how to use a linear decision-making process to encode your information visually. Delve into different kinds of visualization, including infographics and visual art, and explore the influences at work in each one. Then learn how to apply these concepts to your design process. Learn data visualization classifications, including explanatory, exploratory, and hybrid Discover how three fundamental influences—the designer, the reader, and the data—shape what you create Learn how to describe the specific goal of your visualization and identify the supporting data Decide the spatial position of your visual entities with axes Encode the various dimensions of your data with appropriate visual properties, such as shape and color See visualization best practices and suggestions for encoding various specific data types

The Book Of R PDF Download

[PDF] r graphics essentials for great data visualization Full Book (37)

Author: Tilman M. Davies
Publisher: No Starch Press
ISBN: 1593276516
Size: 36.43 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 833
View: 2743

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The Book Of R

R Graphics Essentials For Great Data Visualization by Tilman M. Davies, The Book Of R Book available in PDF, EPUB, Mobi Format. Download The Book Of R books, The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.

R For Everyone PDF Download

[PDF] r graphics essentials for great data visualization Full Book (39)

Author: Jared P. Lander
Publisher: Addison-Wesley Professional
ISBN: 0134546997
Size: 52.55 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 1454
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R For Everyone

R Graphics Essentials For Great Data Visualization by Jared P. Lander, R For Everyone Book available in PDF, EPUB, Mobi Format. Download R For Everyone books, Statistical Computation for Programmers, Scientists, Quants, Excel Users, and Other Professionals Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to be of help. R for Everyone, Second Edition, is the solution. Drawing on his unsurpassed experience teaching new users, professional data scientist Jared P. Lander has written the perfect tutorial for anyone new to statistical programming and modeling. Organized to make learning easy and intuitive, this guide focuses on the 20 percent of R functionality you’ll need to accomplish 80 percent of modern data tasks. Lander’s self-contained chapters start with the absolute basics, offering extensive hands-on practice and sample code. You’ll download and install R; navigate and use the R environment; master basic program control, data import, manipulation, and visualization; and walk through several essential tests. Then, building on this foundation, you’ll construct several complete models, both linear and nonlinear, and use some data mining techniques. After all this you’ll make your code reproducible with LaTeX, RMarkdown, and Shiny. By the time you’re done, you won’t just know how to write R programs, you’ll be ready to tackle the statistical problems you care about most. Coverage includes Explore R, RStudio, and R packages Use R for math: variable types, vectors, calling functions, and more Exploit data structures, including data.frames, matrices, and lists Read many different types of data Create attractive, intuitive statistical graphics Write user-defined functions Control program flow with if, ifelse, and complex checks Improve program efficiency with group manipulations Combine and reshape multiple datasets Manipulate strings using R’s facilities and regular expressions Create normal, binomial, and Poisson probability distributions Build linear, generalized linear, and nonlinear models Program basic statistics: mean, standard deviation, and t-tests Train machine learning models Assess the quality of models and variable selection Prevent overfitting and perform variable selection, using the Elastic Net and Bayesian methods Analyze univariate and multivariate time series data Group data via K-means and hierarchical clustering Prepare reports, slideshows, and web pages with knitr Display interactive data with RMarkdown and htmlwidgets Implement dashboards with Shiny Build reusable R packages with devtools and Rcpp Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available.

[PDF] r graphics essentials for great data visualization Full Book (2024)

R Graphics Essentials For Great Data Visualization

Ggplot2 Essentials

R For Data Science

Data Visualisation With R

Ggplot2

Lattice

Data Visualisation With R

Fundamentals Of Data Visualization

The Grammar Of Graphics

R Graphics Cookbook

Data Visualization

R In Action

Modern Data Science With R

The R Book

Data Visualization Made Simple

Interactive Web Based Data Visualization With R Plotly And Shiny

Data Visualization

Designing Data Visualizations

The Book Of R

R For Everyone

References