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  1. Home
  2. Math Calculators
  3. Quartile Calculator

Quartile Calculator

Calculate Q1, Q2 (median), Q3, IQR, and five-number summary. Includes box plot visualization and outlier detection.

Formula:IQR = Q3 - Q1

Results

Median (Q2)

42.5000

50th percentile

Q1 (25th)25.7500
Q3 (75th)58.7500
IQR33.0000
Min12.00
Max120.00
Range108.00

Enter Your Data

18 numbers entered | Range: 12.00 to 120.00

Five-Number Summary

Min

12.00

Q1

25.75

25%

Q2 (Median)

42.50

50%

Q3

58.75

75%

Max

120.00

IQR

33.00

Range

108.00

Mean

45.72

Count

18

Box Plot Visualization

12.0
Q1
Q2
Q3
120.0
Box (Q1 to Q3)
Median (Q2)
Whiskers
Outliers

Outlier Detection (IQR Method)

Lower Fence

-23.75

Q1 - 1.5 x IQR = 25.75 - 49.50

Upper Fence

108.25

Q3 + 1.5 x IQR = 58.75 + 49.50

Outliers Detected (1 total)

Above upper fence: 120

Deciles divide data into 10 equal parts

Sorted Data

1215182225283035404548505560657085120
BlueMedianLightQ1/Q3RedOutliers

Quartile Formulas

Quartile Positions

Q1 position = 0.25 x (n-1) + 1

Q2 position = 0.50 x (n-1) + 1

Q3 position = 0.75 x (n-1) + 1

IQR & Outliers

IQR = Q3 - Q1

Lower Fence = Q1 - 1.5 x IQR

Upper Fence = Q3 + 1.5 x IQR

Results

Median (Q2)

42.5000

Q125.75
Q358.75
IQR33.00

?How Do You Calculate Quartiles?

Quartiles divide data into four equal parts. Q1 (25th percentile) is the median of the lower half, Q2 (50th percentile) is the median, Q3 (75th percentile) is the median of the upper half. IQR = Q3 - Q1 measures spread. Outliers are typically values below Q1 - 1.5*IQR or above Q3 + 1.5*IQR.

What are Quartiles?

Quartiles are values that divide a data set into four equal parts. The first quartile (Q1) marks where 25% of data falls below, the second quartile (Q2 or median) marks 50%, and the third quartile (Q3) marks 75%. The Interquartile Range (IQR = Q3 - Q1) measures the spread of the middle 50% of data and is used for outlier detection.

Key Facts About Quartiles

  • Q1 (first quartile) = 25th percentile, lower quartile
  • Q2 (second quartile) = 50th percentile = median
  • Q3 (third quartile) = 75th percentile, upper quartile
  • IQR (Interquartile Range) = Q3 - Q1, measures middle 50% spread
  • Five-number summary: Min, Q1, Q2 (Median), Q3, Max
  • Lower fence = Q1 - 1.5 x IQR (values below are outliers)
  • Upper fence = Q3 + 1.5 x IQR (values above are outliers)
  • Box plots visualize quartiles with whiskers showing range
  • Deciles divide data into 10 parts (D1-D9)

Try These Examples

Click an example to load sample data

Practice Quartile Problems

Test your understanding of quartiles and IQR

Practice with 4 problems to test your understanding.

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Quick Answer

Quartiles divide data into four equal parts. Q1 (25th percentile) is the median of the lower half, Q2 (50th percentile) is the median, Q3 (75th percentile) is the median of the upper half. IQR = Q3 - Q1 measures spread. Outliers are typically values below Q1 - 1.5*IQR or above Q3 + 1.5*IQR.

Frequently Asked Questions

Quartiles divide a sorted dataset into four equal parts. Q1 (first quartile) is the 25th percentile, Q2 (second quartile) is the median or 50th percentile, and Q3 (third quartile) is the 75th percentile.

Values dividing data into 4 parts: Q1 (25%), Q2/median (50%), Q3 (75%).

IQR = Q3 - Q1. It measures the spread of the middle 50% of your data and is more robust to outliers than the full range. A smaller IQR indicates data is more tightly clustered around the median.

IQR = Q3 - Q1. Measures spread of middle 50%. More robust than full range.

Using the IQR method: values below Q1 - 1.5*IQR (lower fence) or above Q3 + 1.5*IQR (upper fence) are considered outliers. Values beyond Q1 - 3*IQR or Q3 + 3*IQR are extreme outliers.

Outliers: below Q1 - 1.5*IQR or above Q3 + 1.5*IQR. These are the fences.

The five-number summary consists of: Minimum, Q1 (first quartile), Q2 (median), Q3 (third quartile), and Maximum. These five values provide a complete picture of data distribution and are used to create box plots.

Min, Q1, Q2 (Median), Q3, Max. Used for box plots and data summary.

A box plot (box-and-whisker plot) visualizes the five-number summary. The box spans Q1 to Q3 with a line at the median. Whiskers extend to min/max (or fences), and outliers are shown as individual points.

Visual of 5-number summary. Box = Q1 to Q3, line = median, whiskers = range.

Deciles divide data into 10 equal parts (D1-D9). D1 = 10th percentile, D5 = 50th percentile (median), D9 = 90th percentile. Quartiles are special deciles: Q1=D2.5, Q2=D5, Q3=D7.5.

Divide data into 10 parts. D1=10%, D5=50% (median), D9=90%.

Last updated: 2025-01-15

Results

Median (Q2)

42.5000

50th percentile

Q1 (25th)25.7500
Q3 (75th)58.7500
IQR33.0000
Min12.00
Max120.00
Range108.00