Data-Value-Driven Data Quality for Data Citizens

The last month of intense DQ activity has exposed some exciting observations:
1. By doing DQ early, we can achieve Data Veracity (trusted data assets)

2. 2 to 3 hours is all you need to profile your data sets and create visualizations which inform your DQ Business Rules.

3. Using a consistent set of DQ Visualizations tools, you can provide a compelling DQ Dashboard that data consumers can benefit from

4. Data Citizens (Scientists) can get involved early to expose challenges and suggest reasonableness business rules.

An essential outcome of a DQ Initial Assessment is a Business Impact Assessment.

If done correctly, the results of this impact assessment can lead to all sorts of revenue-generation opportunities for business operations.

JG Cowper demonstrated using Box Plots to create an Impact Analysis that revealed to the business that it could achieve higher revenue volumes than it is currently experiencing.

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African Data Management Community Forum 2022-09-15