What is the difference between an attribute and a column?

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The two terms "attribute" and "column" seems to be used interchangeably...but my guess is that a column is the box and an attribute is what goes into the box.

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I hope that helps: enter image description here

From: Peter Bruce, Andrew Bruce, Peter Gedeck - Practical Statistics for Data Scientists 50+ Essential Concepts Using R and Python-O'Reilly Media (2020)

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