1. 5. Five type of Data Quality Issues frequently happen
2. 6. How IBM InfoSphere QualityStage could resolve
3. 7. IBM InfoSphere QualityStage functions
4. 8. Detail IBM QualityStage & Investigate Stage
5. 9. Investigate stage - Character Discrete option with C mask
6. 10. Investigate stage - Character Discrete option with T mask
7. 11. Investigate stage - Character Concatenate option with mix of C, T, and X mas
8. 12. Investigate stage - Character Concatenate option with C mask
9. 13. Investigate stage - Word Investigate
10. 14. Standardize stage
11. 15. Standardize stage - Example
12. 16. Standardize stage - Validation Rule Sets
13. 17. Standardize stage - Example (Cont.)
14. 18. Match Stage
15. 19. Survivorship Stage
16. 20. Survivorship Stage - Example