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Dot plot calculator

Count repeated observations and prepare one stacked coordinate for every value. Exact numeric equality defines a repeated value.

Calculator

Separate numbers with commas, spaces or new lines. Use one consistent unit.

Observation count
5.000000
Distinct values
4.000000
Highest stack
2.000000
Dot stacks
ValueFrequencyRelative frequency
1.0000001.0000000.200000
2.0000002.0000000.400000
3.0000001.0000000.200000
4.0000001.0000000.200000
Individual dot coordinates
xStack height
1.0000001.000000
2.0000001.000000
2.0000002.000000
3.0000001.000000
4.0000001.000000

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How this calculator works

Each observation becomes a dot. Repeated values stack vertically at the same horizontal position, so their stack height is their frequency. The coordinate table gives x and stack height for drawing; the frequency table helps compare clusters. Values that differ by even a small amount remain separate. Round data beforehand only when the measurement precision justifies it.

Formula

f(x) = number of observations equal to x; relative frequency = f(x)/n; stack heights = 1,...,f(x).

Worked example

The data 1, 1, 2, 4, 4, 4 produce stacks of heights 2, 1 and 3 at x = 1, 2 and 4. There are six dots in total.

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Frequently asked questions

Are the y coordinates measurements?

No. Stack height counts repetitions; x holds the observed measurement.

Does the tool group nearby values?

No. It uses exact entered values, without bins or a tolerance.

Where is the chart?

The tables provide the stacks and individual dot coordinates for drawing a chart.

Sources

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