Module 5 Practical Aspects of Data Visualization

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Contents

5.1 Visualization Toolkit
     5.1.1 Simple Text and Tables
     5.1.2 Scatterplots and Bubble Charts
     5.1.3 Linegraphs and Sparklines
     5.1.4 Bar Charts and Histograms
     5.1.5 Area Charts and Treemaps
     5.1.6 Boxplots
     5.1.7 Maps, Heat Maps, and Choropleths
     5.1.8 Parallel Coordinates
     5.1.9 Text Visualizations and Representations
     5.1.10 Trees and Network Diagrams
     5.1.11 Small Multiples
     5.1.12 Interactive and Animated Visualizations
     5.1.13 Miscellaneous Charts

5.2 Visualization Software
     5.2.1 GUI Tools
     5.2.2 Command Line Tools
     5.2.3 Integrated Tools

5.3 Getting Started With Power BI
     5.3.1 Power BI Set-Up
     5.3.2 Importing and Modeling Data
     5.3.3 Calculations and Charts
     5.3.4 Organizing Data
     5.3.5 Data Wrangling

5.4 Power BI Beyond the Basics
     5.4.1 Importing Data
     5.4.2 Data Wrangling
     5.4.3 Data Modeling
     5.4.4 Best Practices
     5.4.5 Doing More With DAX

5.5 Basic Visualizations in R
     5.5.1 Scatterplots
     5.5.2 Barplots
     5.5.3 Histograms
     5.5.4 Curves
     5.5.5 Boxplots
     5.5.6 Examples

5.6 ggplot2 Visualizations in R
     5.6.1 Basics of ggplot2’s Grammar
     5.6.2 ggplot2 Miscellenea
     5.6.3 Examples