Small-count check before publishing a report

Flags any count in a report small enough to identify someone.

What it does

Scans tables for small cells and suggests combining or suppressing them.

Where the privacy line sits

Even aggregate data can identify people in small communities. Set a floor and combine categories below it.

  • Aggregate or de-identified data. Safe only with properly de-identified or aggregate data. Watch small counts.

What stays human

The final call on what to publish.

Example tools

None listed. This entry is an idea: we haven't verified a product or public pilot for it. Know of one? Tell us.

Not legal advice. Have a healthcare attorney review your setup before any patient or resident information goes into a tool.

Read the guide

AI for Recovery Community Organizations: Grant Reports, Volunteers, and Outreach