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Pure · Exponentials & logarithms

Chapter 1 · 3

The idea

Logarithms and non-linear data

Turning curved laws into straight lines with logs — y = ax^n becomes log-log linear, y = ab^x becomes log-linear — then reading the constants off the gradient and intercept.

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Pure · Exponentials & logarithms

Logarithms and non-linear data

Turning curved laws into straight lines with logs — y = ax^n becomes log-log linear, y = ab^x becomes log-linear — then reading the constants off the gradient and intercept.

Why it works

Straighten the curve

A scientist suspects their data follows y=axny = ax^n — but all they have is a scatter of points, and no human can eyeball whether a curve is a power law, let alone read aa and nn off it. A straight line is different: you can test straightness with a ruler, and a line surrenders its two numbers instantly — gradient and intercept. So the move is to transform the law until it IS a straight line, by taking logs, and compare with Y=mX+cY = mX + c.

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The rest of the explanation, plus 3 worked examples you step through move by move.

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