Mastered Data Dashboard
Practical Data Mastering
Mastered Data Framework streamlines mission critical data by creating a Golden Record throughout the organization, with an accelerator built on Talend Data Quality and Stewardship.
In this animated gif, you will see the following:
- Data from source has duplicates, ex: Pastel Paper – Colorfix OR, Colorfix Original… All are the same product but coded with different SKU in each system
- Inventory data is skewed, impacting the order fulfillment
- Due to duplicate product data, sales metrics and market performance data is skewed as well
- Duplicate data can be resolved using DR Mastered Data Framework, which uses Talend DQ and Data stewardship framework to unify the data
- By selecting Mastered Data view from drop down, we can now see that the duplicated product is consolidated to unique products
- By grouping duplicate product data, we can now see that Product Inventory is in surplus to meet required order quantity
- Looking at data quality metrics, we can see that 170 products from three source systems are grouped to 67 unique products
- 68% of the products were automatically grouped by Talend DQ Algorithm with high level of confidence
- Product matching in question were sent to Data steward via Talend DS interface for resolution
- We could get list of original SKUs associated to newly created product id
