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Mean, median, mode, and range are the four most common measures of central tendency and spread used to describe a data set in statistics.
Mean Formula: x̄ = Σxi / n
where
xi are the data values and ( n ) is the number of values.
How to calculate?
Best for:
Example:
Data set = 2, 3, 5, 7, 10
Mean = (2 + 3 + 5 + 7 + 10) / 5 = 27 / 5 = 5.4
Definition: The middle value when the data is arranged in ascending order.
How to calculate:
Best for: Data with outliers or skewed distributions (it's resistant to extremes).
Example 1 (Odd): Data set = 2, 3, 5, 7, 10
Sorted: 2, 3, 5, 7, 10 → Median = 5 (middle value)
Example 2 (Even): Data set = 2, 3, 5, 7, 10, 12
Sorted: 2, 3, 5, 7, 10, 12 → Median = (5 + 7) / 2 = 6
Definition: The value(s) that appear most often in the data set.
How to calculate:
Best for: Categorical data or identifying the most common occurrence.
Example: Data set = 2, 3, 3, 5, 7, 7, 7, 10
Mode = 7 (appears 3 times)
Definition: The difference between the highest and lowest values in the data set.
Formula: Range = Maximum - Minimum
How to calculate: Subtract the smallest value from the largest value.
Best for: Giving a quick sense of the spread of the data (but very sensitive to outliers).
Example: Data set = 2, 3, 5, 7, 10
Range = 10 - 2 = 8