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by Tom Barker
Pro Data Visualization using R and JavaScript
Title Page
Dedication
Contents at a Glance
Contents
About the Author
About the Technical Reviewer
Acknowledgments
CHAPTER 1: Background
What Is Data Visualization?
Why Data Visualization?
Tools
Process Overview
Ethics of Data Visualization
Summary
CHAPTER 2: R Language Primer
Getting to Know the R Console
Importing Data
Data Structures and Data Types
Summary
CHAPTER 3: A Deeper Dive into R
Object-Oriented Programming in R
Statistical Analysis with Descriptive Metrics in R
RStudio IDE
Summary
CHAPTER 4: Data Visualization with D3
Preliminary Concepts
History of D3
Using D3
Creating a Bar Chart
Loading External Data
Summary
CHAPTER 5: Visualizing Spatial Data from Access Logs
What Are Data Maps?
Access Logs
Parsing the Access Log
Summary
CHAPTER 6: Visualizing Data Over Time
Gathering Data
Data Analysis with R
Adding Interactivity with D3
Summary
CHAPTER 7: Bar Charts
Standard Bar Chart
Stacked Bar Chart
Grouped Bar Chart
Visualizing and Analyzing Production Incidents
Plotting Data on a Bar Chart with R
Bar Charts in D3
Summary
CHAPTER 8: Correlation Analysis with Scatter Plots
Finding Relationships in Data
Introductory Concepts of Agile Development
Correlation Analysis
Visualizing Bugs
Visualizing Production Incidents
Interactive Scatter Plots in D3
Summary
CHAPTER 9: Visualizing the Balance of Delivery and Quality with Parallel Coordinates
What Are Parallel Coordinate Charts?
History of Parallel Coordinate Plots
Finding Balance
Brushing Parallel Coordinate Charts with D3
Summary
Index
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