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๐Ÿ“

Pro Data Visualization using R and JavaScript

โœ Scribed by Tom Barker (auth.)


Publisher
Apress
Year
2013
Tongue
English
Leaves
207
Edition
1
Category
Library

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โœฆ Synopsis


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.

โœฆ Table of Contents


Front Matter....Pages i-xvii
Background....Pages 1-23
R Language Primer....Pages 25-45
A Deeper Dive into R....Pages 47-64
Data Visualization with D3....Pages 65-84
Visualizing Spatial Data from Access Logs....Pages 85-110
Visualizing Data Over Time....Pages 111-132
Bar Charts....Pages 133-156
Correlation Analysis with Scatter Plots....Pages 157-176
Visualizing the Balance of Delivery and Quality with Parallel Coordinates....Pages 177-192
Back Matter....Pages 193-195

โœฆ Subjects


Computer Science, general


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