How to Calculate Standard Deviation in Excel from Mean
Standard deviation is a critical statistical measure that helps to determine the dispersion or spread of data in a dataset. It provides insights into the variability or consistency of data points relative to the mean (average) of the data. In Excel, you can easily calculate the standard deviation using built-in functions. This article will walk you through the process of calculating standard deviation in Excel.
Step 1: Input your data
Begin by entering your dataset into a single column or row in Excel. Ensure that there are no blank cells within your data range.
Step 2: Calculate the mean
The first step in calculating standard deviation is determining the mean (average) of your data set. To do this, perform the following steps:
1. Click on an empty cell just below your dataset or any other empty cell.
2. Type “=AVERAGE(A1:A10)” (without quotes) and replace “A1:A10” with your dataset range (e.g.,
=AVERAGE(B1:B20)).
3. Press Enter, and Excel will display the mean value.
Step 3: Calculate the deviation from mean
Now find the difference between each data point and the calculated mean. Follow these steps:
1. In a new column adjacent to your dataset, type “=ABS(A1-A11)” (without quotes), where A1 represents a data point in your dataset, and A11 refers to the cell containing the mean value.
2. Press Enter to get the deviation from mean for that particular data point.
3. Drag down this formula for all other cells in the new column, corresponding to each data entry.
Step 4: Square each deviation
Next, square each deviation obtained in step 3:
1. In a new column adjacent to deviations, type “=POWER(B1, 2)” where B1 represents a cell containing deviation from mean.
2. Press Enter to get the squared deviation for that particular cell.
3. Drag down this formula for all other deviations in your dataset.
Step 5: Calculate the variance
To find the variance, calculate the average of the squared deviations:
1. In an empty cell below your squared deviations column, type “=AVERAGE(C1:C10)”, where C1:C10 represents your range with squared deviations.
2. Press Enter to get the variance value.
Step 6: Calculate standard deviation
Finally, obtain the standard deviation by finding the square root of variance:
1. Click on an empty cell just below the calculated variance or any other empty cell.
2. Type “=SQRT(D11)” (without quotes), where D11 represents the cell containing the variance value.
3. Press Enter, and Excel will display the standard deviation value.
Conclusion
Congratulations! You have now successfully calculated standard deviation in Excel from mean using built-in functions. With this knowledge, you can easily analyze data and understand crucial insights such as data dispersion and variability.