Dataset Tool – Validation

Datasets

Data quality check for DS-001 Employees

Last validation: today 09:11
Validation results
Required fields 0 ✓
All mandatory fields are populated
ID uniqueness 0 ✓
No duplicate records found
Email format 3 ⚠
3 email addresses have an invalid format
Referential integrity 1 ✗
1 record references a non-existent department
Salary values 2 ⚠
2 records have an empty salary value
Date formats 0 ✓
All dates are in the correct format
Next steps