THE LEARNING CURVE

Guess the Correlation: Test Your Statistical Eye

KnowStatistics Interactive

It's one thing to calculate a correlation coefficient ($r$) using a computer. It's another thing entirely to spot it with your own eyes. This "stats hack" is about training your brain to ignore the noise and see the signal.

The Challenge: A scatterplot will appear below. Use the slider to guess the correlation coefficient. Try to get within 0.10 of the actual value!

Round 1

Goal: Β±0.10
0.00
-1.0 0.0 +1.0

Cheat Sheet: What to Look For

  • The "Fat Pencil": If the points look like they could fit inside a fat pencil, the correlation is usually strong (around $0.8$ to $0.9$).
  • The "Football": If the points form a shape like an American football (oval), it's often moderate (around $0.5$ to $0.7$).
  • The "Cloud": If it looks like a circular cloud or a shapeless blob, $r$ is likely close to $0$.
  • The Direction: Always check if it's going up (positive) or down (negative) before you guess!
Interactive Practice Correlation
Author Photo

About KnowStatistics

Hello, I'm Nina. I'm the founder, writer, and designer behind KnowStatistics. I spend a lot of my time pondering the whys, and chances are, you've stumbled upon an idea I once had.

I believe statistics to be the key to understanding the world, and it is imperative that it is accessible - so that's the heart of KnowStatistics.

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