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Published on August 2, 2021 by Pritha Bhandari . Revised on June 22, 2023. A correlation coefficient is a number between -1 and 1 that tells you the strength and direction of a relationship between variables. In other words, it reflects how similar the measurements of two or more variables are across a dataset.

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