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How to Find Range in Statistics
In descriptive statistics, the range is the simplest measure of variability or dispersion in a dataset. It represents the numerical difference between the highest (maximum) value and the lowest (minimum) value. Calculating range provides a quick snapshot of how spread out your data points are.
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The Range Formula
The mathematical formula for finding the range of a set of numbers is:
To compute the range, you only need to identify two values from your data set: the largest number and the smallest number.
Step-by-Step Instructions
Follow these steps to find the range of any dataset:
- Sort the dataset: Arrange your numbers in order from least to greatest. While not strictly necessary, sorting makes it much easier to spot the smallest and largest values without missing any numbers.
- Identify the extremes: Locate the first number in your sorted list (the minimum) and the last number (the maximum).
- Subtract: Subtract the minimum from the maximum.
Worked Example: Test Scores
Dataset: {85, 92, 78, 99, 88, 64, 91}
1. Sort the set: {64, 78, 85, 88, 91, 92, 99}
2. Identify extremes: Min = 64, Max = 99
3. Calculate: Range = 99 − 64
4. Result: Range = 35
Range vs. Other Variability Measures
Because range is sensitive to extreme values, statisticians use other indicators to measure statistical spread:
| Measure | Formula / Method | Pros | Cons |
|---|---|---|---|
| Range | Max − Min | Extremely easy to calculate. | Distorted by single outliers. |
| Interquartile Range (IQR) | Q3 − Q1 | Unaffected by outliers. | Requires finding medians of sub-halves. |
| Standard Deviation | Square root of variance | Accounts for every data point. | Complex multi-step calculation. |
Descriptive Statistics Tools
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