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Pro data visualization using R and JavaScript

Auteur : Tom Barker
Éditeur : Berkeley, CA : Apress ; New York : Distributed to the book trade worldwide by Springer, 2013.
Collection : Expert's voice in Web development.
Édition/format :   Livre électronique : Document : AnglaisVoir toutes les éditions et les formats
Base de données :WorldCat
Résumé :
Pro Data Visualization using R and JavaScript makes the R language approachable, and promotes the idea of data gathering and analysis. You'll see how to use R to interrogate and analyze your data, and then use the D3 JavaScript library to format and display that data in an elegant, informative, and interactive way. You will learn how to gather data effectively, and also how to understand the philosophy and  Lire la suite...
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Détails

Genre/forme : Electronic books
Type d’ouvrage : Document, Ressource Internet
Format : Ressource Internet, Fichier informatique
Tous les auteurs / collaborateurs : Tom Barker
ISBN : 9781430258070 1430258071 1430258063 9781430258063
Numéro OCLC : 856631555
Notes : Includes index.
Description : 1 online resource (xii, 193 pages) : illustrations
Contenu : Chapter 1. Background --
chapter 2. R language primer --
chapter 3. A deeper dive into R --
chapter 4. Data visualization with D3 --
chapter 5. Visualizing spatial data from access logs --
chapter 6. Visualizing data over time --
chapter 7. Bar charts --
chapter 8. Correlation analysis with scatter plots --
chapter 9. Visualizing the balance of delivery and quality with parallel coordinates.
Titre de collection : Expert's voice in Web development.
Responsabilité : Tom Barker.

Résumé :

Pro Data Visualization using R and JavaScript makes the R language approachable, and promotes the idea of data gathering and analysis. You'll see how to use R to interrogate and analyze your data, and then use the D3 JavaScript library to format and display that data in an elegant, informative, and interactive way. You will learn how to gather data effectively, and also how to understand the philosophy and implementation of each type of chart, so as to be able to represent the results visually. With the popularity of the R language, the art and practice of creating data visualizations is no longer the preserve of mathematicians, statisticians, or cartographers. As technology leaders, we can gather metrics around what we do and use data visualizations to communicate that information. Pro Data Visualization using R and JavaScript combines the power of the R language with the simplicity and familiarity of JavaScript to display clear and informative data visualizations. Gathering and analyzing empirical data is the key to truly understanding anything. We can track operational metrics to quantify the health of our products in production. We can track quality metrics of our projects, and even use our data to identify bad code. Visualizing this data allows anyone to read our analysis and easily get a deep understanding of the story the data tells.

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