A company plans to integrate its various departmental data into a unified Data Warehouse. What considerations should be made regarding data format and quality?
- Customizing Data Formats for Each Department, Sacrificing Data Accuracy, Avoiding Data Profiling, Neglecting Data Governance
- Prioritizing Quantity over Quality, Ignoring Data Profiling, Not Implementing Data Governance, Accepting All Data Formats
- Standardizing Data Formats, Ensuring Data Accuracy, Data Profiling, Implementing Data Governance
- Using Non-standard Data Formats, Neglecting Data Accuracy, Avoiding Data Profiling, Bypassing Data Governance
When integrating departmental data into a Data Warehouse, considerations should include standardizing data formats for consistency, ensuring data accuracy to maintain quality, performing data profiling to understand the data characteristics, and implementing data governance for control and management.
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