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How to Create the Perfect Scatterplot and Regression Tool. The Scatterplot¶ Based on examples in this tutorial, you'll need a scatterplot, which lets you create a scatterplot that shows whether or not your data is correlated across the predictor groups. The plot is generally formatted as a grid except for