Visualizing Data
We’ve now seen how powerful DataFrames can be for manipulating data and some of what they can do to help you understand the data they contain. In this chapter, we’ll delve into several ways of understanding your data through the process of exploratory data analysis. We’ll do this through the use of descriptive statistics and interactive data visualizations. Along the way, we’ll cover the following topics:
- Understanding exploratory data analysis
- Extracting insights with descriptive statistics
- Creating a box plot with ScottPlot
- Performing univariate analysis with Plotly.NET
