You can calculate skewness in Excel using the SKEW function. This function takes a range of data as input and returns the skewness coefficient.
Here's how to use the SKEW function:
- Select the cell where you want to display the skewness coefficient.
- Type the following formula in the selected cell:
=SKEW(data_range)
Replace data_range with the actual range of cells containing your data.
- Press Enter. Excel will calculate and display the skewness coefficient.
Example:
Let's say your data is in cells A1 to A10. To calculate the skewness of this data, you would use the following formula:
=SKEW(A1:A10)
Interpreting Skewness:
- Positive skewness indicates a distribution with a longer tail on the right side. This means that there are more extreme values on the higher end of the data.
- Negative skewness indicates a distribution with a longer tail on the left side. This means that there are more extreme values on the lower end of the data.
- Zero skewness indicates a symmetrical distribution.
Practical Insights:
- Skewness is a useful measure for understanding the shape of a distribution.
- It can help identify outliers and potential data errors.
- It can be used to compare different distributions.