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Categorical vs. Continuous Data: What’s the Difference?
Data analysis is a fundamental process in any project. However, data can be lumped into different types, with categorical and continuous data seeming almost opposed at first glance. That said, ...
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Beginner’s Guide to Encoding Categorical Data: Visuals and Code Example
supported by visuals and practical code examples. Categorical data refers to variables that contain label values rather than numeric values. Machine learning algorithms, on the other hand ...
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Analysis of Variance for Categorical Data and Generalized Linear Models
A categorical variable is defined as one that can assume only a limited number of values. For example, a person's sex is a categorical variable that can assume one of two values. Variables with levels ...