# Numerical

Numerical columns contain numbers. The defining aspect of numerical data is that **the numbers have an order and you can apply a variety of mathematical computations **to them (average, sum, etc.) The actual values may follow a specific format, such as being rounded to 2 decimal digits and remaining between min/max bounds.

If the data is stored a integers, it does not mean it's necessarily numerical. For example, HTTP response codes such as `200`

, `404`

, etc. are stored as integers but they are distinct categories. They cannot be combined or averaged.

## Browse Numerical Transformers

Use Gaussian Mixture Models to cluster and normalize the data.

Use a probability integral transform to normalize the data.

*＊ These features are only available for licensed users. To learn more about purchasing a license, **get in touch with us**. *

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