Audit · Oct 30, 2026 (demo)
Demo ModeDatabase Health
A detailed look at completeness and data quality. Select a category to filter the sample records below.
Missing information doesn’t always mean an error. Children often share a household email or phone, visitors may only give a first name, and not every profile needs a birthdate. Overlaps are counted once: 238 profiles (8.4%) are missing at least one contact method (142 email only + 55 phone only + 41 both).
Sample records
Showing 4 of 68 detailed fictional sample records · filter: Missing email & phone. Aggregate counts above cover all 2,847 profiles.
| Teresa Long | Missing email & phoneMissing birthdate |
| Marcus Greene | Missing email & phone |
| Caleb MorganChild | Missing email & phone |
| Lily MorganChild | Missing email & phone |