Why this tool is useful
Express an observation in standard-deviation units when the relevant mean and standard deviation are known.

Standardize one observation by subtracting a mean and dividing by a positive standard deviation.
Ready. Your working data stays in this browser.
Express an observation in standard-deviation units when the relevant mean and standard deviation are known.
It applies z = (x - mean) ÷ standard deviation.
A value of 85 with mean 70 and standard deviation 10 has z = 1.5.
The calculation is deterministic and explains validation errors instead of silently changing invalid input.
Input and output remain in this tab. Copy and download happen through browser APIs without a server upload.
Every run reports its tool mode, timestamp and input/output size so transformed data can be audited.