Independent publication • Updated August 25, 2026News, context & verification
Interactive tool

Poll Margin Calculator

Estimate simple random-sample uncertainty for a reported proportion.

Updated August 25, 2026 • Headlines360 Research Desk

What this tool is for

How to use it

This calculator estimates the familiar 95% sampling margin for one proportion under a simple-random-sample model. Enter the reported percentage and sample size to see the approximate uncertainty created by sampling alone.

What it does not prove

The output does not include weighting, design effects, nonresponse, likely-voter screens, question wording or model choices. Real polling error can therefore be larger than the displayed number, and differences between two candidates require their joint uncertainty rather than two isolated margins.

When to escalate

Use the estimate to challenge false precision, not to declare a poll “inside” or “outside” an absolute truth band. Compare field dates, population, methodology and trends across multiple surveys before drawing campaign conclusions.

Sources and further reading