How to Analyze Data Before a Data Migration or Integration

To most, data analysis is as exciting as auditing or watching paint dry. Strangely, I enjoy scrutinizing and exploring data, and do it frequently when implementing CRM applications and data warehouses. Properly analyzing your data before a data migration and integration is extremely important, because incomplete analysis leads to flawed logic, and a lot of hasty data remodeling and rewriting...

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How Do You Know When You’re Looking At High Quality Data?

Stakeholders expect high data quality in Business Intelligence reports, and can quickly lose confidence if even a small amount of low quality data rears its head. So how do you know when you’re looking at high data quality? A recent project of mine involved the health care industry, and more specifically, the finance department of a large health care organization.…

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