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Data Quartiles and Range

Sep 1, 2025

Overview

This lesson covers how to find the lower quartile, upper quartile, range, and interquartile range of a data set, using both step-by-step and formula methods.

Arranging Data

  • Always arrange data values from smallest to biggest before any calculations.

Finding the Median

  • The median is the middle value of an ordered data set.

Lower Quartile (Q1)

  • The lower quartile (Q1) is the median of the lower half of the data (excluding the median if the data set has an odd number of items).
  • If two numbers are in the middle, Q1 is the average of those two.

Upper Quartile (Q3)

  • The upper quartile (Q3) is the median of the upper half of the data (excluding the median if the data set has an odd number of items).
  • If two numbers are in the middle, Q3 is the average of those two.

Mathematical Formula for Quartile Positions

  • Lower quartile position: (n + 1) รท 4, where n = number of data values.
  • Q1 value is at this position in the ordered data set.
  • Upper quartile position: 3 ร— (n + 1) รท 4.
  • Q3 value is at this position in the ordered data set.

Range & Interquartile Range

  • Range = highest value โ€“ lowest value.
  • Interquartile Range (IQR) = Q3 โ€“ Q1.

Key Terms & Definitions

  • Median โ€” the middle value in an ordered data set.
  • Lower Quartile (Q1) โ€” separates the lowest 25% of data from the rest.
  • Upper Quartile (Q3) โ€” separates the highest 25% of data from the rest.
  • Range โ€” the difference between the highest and lowest values.
  • Interquartile Range (IQR) โ€” the difference between Q3 and Q1.

Action Items / Next Steps

  • Practice finding Q1, Q3, range, and IQR for a given data set.
  • Review how to use (n + 1)/4 and 3(n + 1)/4 to locate quartile positions.