Charts, Tables and Scatter Diagrams
A pie chart shares in proportion to the frequencies. A two-way table splits a group by two features at once. A scatter diagram shows whether two quantities are related, and a line of best fit lets you estimate one from the other within the range of the data.
Learning objectives
- Calculate pie-chart angles and read frequencies from them.
- Complete and use two-way tables.
- Describe correlation on a scatter diagram.
- Use a line of best fit, and know when it is unreliable.
Towns with more ice-cream sales also have more sunburn cases. Does ice cream cause sunburn?
Core idea
Do taller people have bigger hands? Plot each person as a dot and the pattern jumps out. Pie charts, meanwhile, show at a glance what share each group takes.
Pie chart angle = frequency × . Scatter diagrams show correlation; a line of best fit estimates within the data range.
1. Scatter diagrams
- Positive, negative or no correlation.
- Line of best fit through the middle (and the mean point).
- Estimate only within the data.
2. Pie charts
30 walk, 24 bus, 18 car.
- Goal
- Angles.
- Strategy
- Degrees per person.
- Per person.
- Multiply.
A sector represents 30 people. Total?
Summary
- Angle = f × 360 ÷ total.
- Correlation ≠ causation.
- Correlation
- Relationship between two variables.
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