Basics of Data Visualization Analysis

Learn the fundamentals of data visualization, including how to use common charts and graphs across a variety of different types of datasets.

Introduction

• The value of visual analysis

1. Basics of Analysis

• Types of data
• Basic graph elements
• Univariate, bivariate, and multivariate analysis

2. Distributional Analysis with Continuous Data

• Histograms
• Density plots
• Strip plots
• Box plots

3. Distributional Analysis with Discrete Data

• Bar graphs and dot plots
• Pie charts
• Radar plots

4. Visualizing Multiple Distributions

• Multiple histogram and density plots
• Multiple box and violin plots
• Multiple bar graphs and dot plots
• Multiple pie and radar plots

5. Visualizing Relationships

• Scatter plots
• Lines of best fit
• Line plots
• Table plots

6. Visualizing Multi-Dimensional Relationships

• Matrix scatter and trellis plots
• Bubble plots
• Contour plots

Conclusion

• Time to visualize