Data quality framework for ADF and ADB

Question

Hi friends, what is important to have a strong and useful Data Quality Framework? What are best practices to include in this framework and what are quality and quantifiable measures that should be included?

Answer 1

Hey Anshal \

Thats a great question and thanks for posting on QnandA platform,

So, the data quality, right? First off, you gotta get comfortable with your data. data profiling and discovery. Get to know the ins and outs of your data sources.

Next up,is data cleaning! Just like tidying up your room, data cleansing and transformation help standardize things, squash errors, and tidy up duplicates.

for validation and monitoring? Set up some rules to make sure your data stays clean and keep an eye on things with real-time monitoring.

And don't forget about metadata – it's like your data's ID card. Keep track of where it's been, what it's up to, and who's been tinkering with it. and importantly solid error handling and logging, you'should be ready to tackle them like a pro.

You have got this and all the very best

If this answer helps kindly accept the answer thanks much.