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Understanding the source of your data is absolutely essential to great analysis. That means understanding where it came from, how it was collected, what assumptions were made, and exactly what it means?

If you had a query about the integrity of data in the company data warehouse, which of these team members would be most likely to answer your question?

Data scientist

Data engineer

Data visualization specialist

Data analyst

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