Data Quality Scoring
data quality
integrity
analytics
Industry
Technology
For Whom
Chief Data Officers, Analysts
Why You Need This
Score and monitor data quality to ensure data integrity for analytics.
How It Works
Quality checks (nulls, ranges, duplicates) turned into a single score.
Data Type
Tabular
What You Need
Production datasets.
What You Get
- Data quality scorecard
- Segment definitions: Low-Quality Fields
- Data cleansing roadmap
How To Use It
Fix data entry processes at the source for low-scoring areas.
Technique
Statistical Analysis
Business Impact
Trust in reports (track data quality index).
How We Deliver This
Executive data dashboard.
Can Be Extended To
Automated data cleansing.