Chapter 7: Data Exploration and Summary Statistics
Summarizing Continuous Variables
Summarizing Categorical Variables
Variable Transformation and Dimension Reduction
Overview
The description of the columns in a table using tabular or visual outputs is typically the first step in a data analysis or a statistical modeling process. In this chapter, you learn how to use CAS to explore and summarize data. Topics include summarizing continuous variables and categorical variables, data transformation, dimensional reduction, and related visualizations using the Python Bokeh package.
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