Should I Check the Quality of My Data Every Day?

Improving Data Quality Is a Balancing Act between Time and Cost

Hanzala Qureshi
Towards Data Science
4 min readMay 31, 2022

--

Photo by Photoholgic on Unsplash

When I was running a data quality training session, an attendee asked about the frequency of Data Quality (DQ) checks. I realised it was not a straightforward answer.

All data is not created equal; hence, DQ checks vary based on criticality, time, and…

--

--

Data Architecture Consultant | Data Evangelist | Learn more about all things data by following me @ hanzalaqureshi.medium.com