AIWalay Tools

Quartile Calculator

Calculate Q1, median, Q3, IQR and the full five-number summary of any data set instantly, with Tukey fences for outlier checks.

About the Quartile Calculator

This quartile calculator produces the five-number summary of any numeric data set: minimum, first quartile (Q1), median, third quartile (Q3) and maximum, plus the interquartile range (IQR) and total range. These five numbers are the backbone of a box plot and describe a distribution without assuming it is normal.

Quartiles split sorted data into four equal parts: 25% of values fall at or below Q1, 50% at or below the median, 75% at or below Q3. This tool computes them with linear interpolation (the QUARTILE.INC method used by Excel and Google Sheets), so results match your spreadsheet. It also reports the Tukey fences — Q1 − 1.5×IQR and Q3 + 1.5×IQR — the standard cutoffs for flagging outliers.

Because quartiles rank data rather than average it, they are robust: one wild value barely moves them, unlike the mean and standard deviation. Everything is computed locally in your browser.

How to Use the Quartile Calculator

  1. 1Paste at least four numeric values, separated by commas, spaces or new lines.
  2. 2Read Q1, median and Q3, plus min, max, IQR and range.
  3. 3Use the Tukey fences shown below the results to spot potential outliers.
  4. 4Copy the summary for your report or homework with one click.

Frequently Asked Questions

How are quartiles calculated? A worked example

For 6, 7, 15, 36, 39, 40, 41, 42, 43, 47, 49 (n = 11), Q1's position is (11 − 1) × 0.25 = 2.5, halfway between the 3rd value (15) and 4th (36), giving 25.5. The median is the 6th value, 40. Q3's position is 7.5, halfway between 41 and 42 → 41.5. IQR = 41.5 − 25.5 = 16.

What is the interquartile range used for?

The IQR measures the spread of the middle 50% of the data, immune to extreme values. It drives the standard outlier rule: anything below Q1 − 1.5×IQR or above Q3 + 1.5×IQR is a potential outlier. It is also the height of the box in a box plot.

Why do different calculators give different quartiles?

There are several legitimate quartile conventions — inclusive vs exclusive of the median, interpolated vs nearest value. This tool uses the inclusive interpolation method (Excel's QUARTILE.INC / R type 7). On larger data sets the methods converge; on tiny sets they can differ noticeably.

What is a five-number summary?

Minimum, Q1, median, Q3 and maximum — the five values that sketch a distribution's location, spread and skew at a glance, and exactly what a box-and-whisker plot draws. This calculator outputs all five plus IQR and range.

Do I need to sort my data first?

No — the calculator sorts internally. Paste values in any order, separated by commas, spaces, semicolons or new lines, and duplicates are handled correctly.

Related Tools