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datagy.io
Calculate and Plot a Correlation Matrix in Python and Pandas • datagy
In this tutorial, you’ll learn how to calculate a correlation matrix in Python and how to plot it as a heat map. You’ll learn what a correlation matrix is and how to interpret it, as well as a short review of what the coefficient of correlation is. You’ll then learn how to calculate a correlation
Nov 22, 2021
Pearson Correlation Explained
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📈Pearson and Spearman correlation📈 🟥 PEARSON CORRELATION (r) What it does: Measures how strongly two variables move together in a straight-line (linear) way. Example: If fertilizer increases and plant height also increases in a straight-line pattern → Pearson will give a high positive value. What values mean: 1 → Perfect positive linear relationship 0 → No linear relationship −1 → Perfect negative linear relationship When to use: When your data are continuous (height, weight, yield, etc.) Whe
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