Why this tool is useful
Inspect a transparent large-sample interval for a proportion and see every assumption used.

Calculate a simple Wald confidence interval for a sample proportion from a z-score and sample size.
Ready. Your working data stays in this browser.
Inspect a transparent large-sample interval for a proportion and see every assumption used.
It applies p ± z × sqrt(p(1-p)/n). For small samples or extreme proportions, use a more appropriate interval method.
A 50% proportion from 400 observations at z=1.96 gives about 45.1%–54.9%.
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.