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Percentile Rank Calculator

Find percentile rank of a target value within a dataset.

Last validated: 2026-02-14

Use this free online Percentile Rank Calculator to find what percentage of observations fall below a target value. It is useful for analysis, reporting, coursework, and experiment planning when you need quick statistical evidence without building a spreadsheet. The form focuses on Dataset values, Target value and returns Percentile Rank Inputs, Result, so you can move from input to answer without setting up a spreadsheet or custom script. Run one realistic example, adjust the inputs, and compare how the result changes before you copy or share it. Treat the result as a statistical aid: sample quality, independence, distribution assumptions, and context still determine whether the conclusion is valid.

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Input Pattern

Enter values in the left panel, keep units explicit, run the calculation, then copy or share the result. Invalid fields are highlighted immediately.

Percentile Rank Inputs

Result

Percentile rank: 58.3333%

How to use this tool

  1. Enter Dataset values, Target value for the percentile rank calculator, keeping units, dates, or text format consistent with the form labels.
  2. Confirm sample size, ordering, and distribution assumptions before relying on the calculated result.
  3. Click "Run the tool" and review Percentile Rank Inputs, Result for the primary output.
  4. Check the statistical assumptions and sample context before using the result in a report or decision.

Worked Example

Auto-generated from the tool's current default or entered inputs.

Example Inputs

  • Values: 45, 50, 60, 70, 85, 90
  • Target: 70.0
  • Percentile rank: 58.333333333333336

Expected Outputs

  • Target: 70
  • Percentile rank: 58.333333

Interpretation

Confidence and limitations

Formula References

Assumptions

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