A scatter plot represents bivariate numerical data by plotting each paired measurement as an ordered pair on a coordinate plane, with clearly labeled variables, units, and appropriate, consistent scales; each point preserves the relationship between the two quantities. Constructing and examining the plot supports recognition of positive, negative, or no association, clusters, gaps, and possible outliers, without requiring regression equations, correlation coefficients, or other advanced statistical modeling.
A scatter plot shows how two numerical variables are related. Each data pair is plotted as one point, written as an ordered pair .
A teacher records how many hours five students studied and their quiz scores.
| Hours studied | Quiz score |
|---|---|
| 1 | 62 |
| 2 | 68 |
| 3 | 75 |
| 4 | 78 |
| 5 | 88 |
Label the axes with names and units:
Choose a scale that includes all the data and spaces the numbers evenly.
The same distance on an axis must always represent the same amount.
Match each number of study hours with the quiz score from the same row:
The first number tells the horizontal location, and the second number tells the vertical location. For example, means:
Plot the five points:
Do not connect the dots. Each dot represents one student’s paired measurements.
The points generally rise from left to right. This shows a positive association: students who studied more hours tended to have higher quiz scores. The pattern is not perfectly straight, because real data do not always follow an exact pattern.
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