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Linear Regression Calculator

Find the line of best fit (y = mx + b), correlation coefficient r, R² and predictions from x and y data, with a scatter plot.

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What is the Linear Regression Calculator?

Paste pairs of x and y values and the tool fits the least-squares straight line y = mx + b. It shows the slope, intercept, correlation r, R² and standard error, draws a scatter plot with the trend line, and predicts y for any x you type.

How to use the Linear Regression Calculator

  1. Enter data as x, y pairs – one pair per line.
  2. Enter an x value to predict y.
  3. Read the equation and the chart.

What does R² mean?

The share of the variation in y explained by the line. 1 is a perfect fit, 0 means no linear relation.

This Linear Regression Calculator is 100% free, needs no signup and runs privately in your browser – on phone, tablet or computer.

Last updated: · By NodifyTech