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Exploring Data with RapidMiner by Andrew Chisholm

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Relationships between attributes

The relationships between attributes are important to understand and visualization can help in understanding these relationships. Attributes may be correlated with one another and viewing this may help shed light on the data and new ways to perform further processing to help understand it and make progress towards the overall objective.

There are many ways to show how attributes relate to one another. These include scatter plots, 3D scatter plots, parallel plots, deviation plots, and quartile plots, which are described in the following sections.

Scatter plots

To start answering the question about the relationships between attributes and examples, the scatter plot is a quick summary method which has already been mentioned ...

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