Calculate statistical measures of spread for your dataset
Count of values: | 0 |
Minimum: | - |
Maximum: | - |
Range: | - |
First Quartile (Q1): | - |
Median (Q2): | - |
Third Quartile (Q3): | - |
Interquartile Range (IQR): | - |
Lower Bound (Q1 - 1.5×IQR): | - |
Upper Bound (Q3 + 1.5×IQR): | - |
The range is the simplest measure of variability, calculated as the difference between the maximum and minimum values in a dataset.
Formula: Range = Max - Min
While easy to calculate, the range is sensitive to outliers as it only considers the two extreme values.
The IQR measures the spread of the middle 50% of data, between the first quartile (Q1) and third quartile (Q3).
Formula: IQR = Q3 - Q1
IQR is more robust than range as it's not affected by extreme values. It's commonly used to identify outliers.