Database 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 9 of 68 detailed fictional sample records · filter: Missing email. Aggregate counts above cover all 2,847 profiles.

		Profile ID
Teresa Long	Long Household	PC-1048263	Missing email & phoneMissing birthdate	2025-11-02
Gabriel Stone	Stone Household	PC-1048266	Missing emailMissing birthdate	2025-11-02
Ethan WilsonChild	Wilson Household	PC-1048250	Missing email	2025-11-02
Olivia WilsonChild	Wilson Household	PC-1048251	Missing email	2025-11-02
Hannah Brooks	Brooks Household	PC-1048256	Missing email	2025-11-02
Marcus Greene	Greene Household	PC-1048257	Missing email & phone	2025-11-02
Caleb MorganChild	Morgan Household	PC-1048259	Missing email & phone	2025-11-02
Lily MorganChild	Morgan Household	PC-1048260	Missing email & phone	2025-11-02
Zoe HuntChild	Hunt Household	PC-1048267	Missing email	2025-11-02