DQA is a great tool that utilizes software already owned to assess data quality for a variety of purposes.
Features
- Import Rules
Stored in a spreadsheet format
Handles fixed-width and delimited data in the same record
Includes some transformation or substitution capability
- Data Quality Rules
Stored in a spreadsheet format
Value-based rules that work on comparisons between fields and/or constants
Format-based rules
Rules can be dependent (Example: only requiring a 5 number postal code format if the address is US)
Statistical rules that check number of occurrences of a value by count or percentage of sample
Mathematical rules that allow values in a record to be compared according to mathematical formulas
- Data Quality Report
Report on data's compliance to the supplied import rules
Specific counts and confidence calculations by rule, column and sample
Text translations of the data quality rules to help explain reports
System Requirements
Operating System: Win95, Win98, NT 4.0 (with Service Pack 4), Win2000, WinXP
Microsoft Excel 2000 |