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Scatter plot minutes vs temperature: (5, 30) (10, 26) (15, 28) (20…

Step by step, with the reason for every step · Scatter plots and correlation · Statistics

Step by step

The question

Question: draw a scatter plot of (5, 30), (10, 26), (15, 28), (20, 20), (25, 22), (30, 15), minutes against temperature.

What is the correlation?

(5, 30) (10, 26) (15, 28) (20, 20) (25, 22) (30, 15)

Correlation tells if y goes up or down as x goes up, and how closely.

correlation: does y go up or down as x goes up?

1 Draw the axes

x goes along the bottom, in 5s.

y goes up the side, in 5s.

2 Plot the points

(5, 30): across to 5, then up to 30.

(10, 26): across 10, up 26.

And so on, one dot for each point.

3 Find the direction

We draw a line along the points.

It goes downhill: from top left to bottom right.

As x goes up, y goes down.

That is a negative correlation.

downhill ↘ → negative

4 Find the strength

Two lines hold all the points.

The band is narrow: the points stay close to a straight line.

So the correlation is strong.

narrow band → strong

Careful!

A correlation shows that two things move together.

It does not prove that one causes the other.

Careful: correlation does not prove one causes the other

So the answer: strong negative correlation.

= strong negative correlation

5 Check

Let's check with numbers.

The 3 points on the left have a mean y of about 28.

The 3 on the right: about 19.

The right is lower: it goes down.

So it is right!

mean y: left ≈ 28, right ≈ 19

Let's look back.

First: draw the axes.

Then: plot the points.

Then: find the direction.

Then: find the strength.

Last: check.

Answer
= strong negative correlation

Your turn

Try this one yourself, then check:

Scatter plot: (5, 32) (10, 26) (15, 29) (20, 20) (25, 22) (30, 14). Correlation?
Show the answer
strong negative correlation

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