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Setup Time

Size

Decision Types

Focus

Normalization

Cost

Data Held

Data Sources

Enterprise-wide repository of disparate data sources

100 GB minimum but often in the range of terabytes for large organizations

Varies but often greater than $100,000; for cloud solutions costs can be dramatically lower as organizations pay per use

At least a year for on-premise warehouses; cloud data warehouses are much quicker to set up

Modern warehouses are mostly denormalized for quicker data querying and read performance

Many external and internal sources from different areas of an organization

Strategic decisions that affect the entire enterprise

Raw data, metadata, and summary data