Applied Data Visualization with R and ggplot2: Create useful, elaborate, and visually appealing plots
bDevelop informative and aesthetic visualizations that enable effective data analysis in less time/b h4Key Features/h4 ulliDiscover structure of ggplot2, grammar of graphics, and geometric objects /li liStudy how to design and implement visualization from scratch /li liExplore the advantages of usin...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham
Packt Publishing Limited
2018
|
| Ausgabe: | 1 |
| Schlagworte: | |
| Online-Zugang: | UER01 |
| Zusammenfassung: | bDevelop informative and aesthetic visualizations that enable effective data analysis in less time/b h4Key Features/h4 ulliDiscover structure of ggplot2, grammar of graphics, and geometric objects /li liStudy how to design and implement visualization from scratch /li liExplore the advantages of using advanced plots /li /ul h4Book Description/h4 Applied Data Visualization with R and ggplot2 introduces you to the world of data visualization by taking you through the basic features of ggplot2. To start with, you'll learn how to set up the R environment, followed by getting insights into the grammar of graphics and geometric objects before you explore the plotting techniques. You'll discover what layers, scales, coordinates, and themes are, and study how you can use them to transform your data into aesthetical graphs. Once you've grasped the basics, you'll move on to studying simple plots such as histograms and advanced plots such as superimposing and density plots. You'll also get to grips with plotting trends, correlations, and statistical summaries. By the end of this book, you'll have created data visualizations that will impress your clients. h4What you will learn/h4 ulliSet up the R environment, RStudio, and understand structure of ggplot2 /li liDistinguish variables and use best practices to visualize them /li liChange visualization defaults to reveal more information about data /li liImplement the grammar of graphics in ggplot2 such as scales and faceting /li liBuild complex and aesthetic visualizations with ggplot2 analysis methods /li liLogically and systematically explore complex relationships /li liCompare variables in a single visual, with advanced plotting methods /li /ul h4Who this book is for/h4 Applied Data Visualization with R and ggplot2 is for you if you are a professional working with data and R. This book is also for students who want to enhance their data analysis skills by adding informative and professional visualizations. It is assumed that you know basics of the R language and its commands and objects |
| Beschreibung: | 1 Online-Ressource (140 Seiten) |
| ISBN: | 9781789617672 |
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| spelling | Moulik, Dr. Tania Verfasser aut Applied Data Visualization with R and ggplot2 Create useful, elaborate, and visually appealing plots Moulik, Dr. Tania 1 Birmingham Packt Publishing Limited 2018 1 Online-Ressource (140 Seiten) txt rdacontent c rdamedia cr rdacarrier bDevelop informative and aesthetic visualizations that enable effective data analysis in less time/b h4Key Features/h4 ulliDiscover structure of ggplot2, grammar of graphics, and geometric objects /li liStudy how to design and implement visualization from scratch /li liExplore the advantages of using advanced plots /li /ul h4Book Description/h4 Applied Data Visualization with R and ggplot2 introduces you to the world of data visualization by taking you through the basic features of ggplot2. To start with, you'll learn how to set up the R environment, followed by getting insights into the grammar of graphics and geometric objects before you explore the plotting techniques. You'll discover what layers, scales, coordinates, and themes are, and study how you can use them to transform your data into aesthetical graphs. Once you've grasped the basics, you'll move on to studying simple plots such as histograms and advanced plots such as superimposing and density plots. You'll also get to grips with plotting trends, correlations, and statistical summaries. By the end of this book, you'll have created data visualizations that will impress your clients. h4What you will learn/h4 ulliSet up the R environment, RStudio, and understand structure of ggplot2 /li liDistinguish variables and use best practices to visualize them /li liChange visualization defaults to reveal more information about data /li liImplement the grammar of graphics in ggplot2 such as scales and faceting /li liBuild complex and aesthetic visualizations with ggplot2 analysis methods /li liLogically and systematically explore complex relationships /li liCompare variables in a single visual, with advanced plotting methods /li /ul h4Who this book is for/h4 Applied Data Visualization with R and ggplot2 is for you if you are a professional working with data and R. This book is also for students who want to enhance their data analysis skills by adding informative and professional visualizations. It is assumed that you know basics of the R language and its commands and objects COMPUTERS / Data Modeling & Design COMPUTERS / Computer Science |
| spellingShingle | Moulik, Dr. Tania Applied Data Visualization with R and ggplot2 Create useful, elaborate, and visually appealing plots COMPUTERS / Data Modeling & Design COMPUTERS / Computer Science |
| title | Applied Data Visualization with R and ggplot2 Create useful, elaborate, and visually appealing plots |
| title_auth | Applied Data Visualization with R and ggplot2 Create useful, elaborate, and visually appealing plots |
| title_exact_search | Applied Data Visualization with R and ggplot2 Create useful, elaborate, and visually appealing plots |
| title_exact_search_txtP | Applied Data Visualization with R and ggplot2 Create useful, elaborate, and visually appealing plots |
| title_full | Applied Data Visualization with R and ggplot2 Create useful, elaborate, and visually appealing plots Moulik, Dr. Tania |
| title_fullStr | Applied Data Visualization with R and ggplot2 Create useful, elaborate, and visually appealing plots Moulik, Dr. Tania |
| title_full_unstemmed | Applied Data Visualization with R and ggplot2 Create useful, elaborate, and visually appealing plots Moulik, Dr. Tania |
| title_short | Applied Data Visualization with R and ggplot2 |
| title_sort | applied data visualization with r and ggplot2 create useful elaborate and visually appealing plots |
| title_sub | Create useful, elaborate, and visually appealing plots |
| topic | COMPUTERS / Data Modeling & Design COMPUTERS / Computer Science |
| topic_facet | COMPUTERS / Data Modeling & Design COMPUTERS / Computer Science |
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