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Star Schema

Posted: Sun Mar 02, 2025 5:22 pm
by admin
A star schema is a database structure that organizes data into a central fact table surrounded by dimension tables. It's a popular way to build data warehouses and data marts. 
How it works
  • Fact table: Contains information about metrics or measures 
  • Dimension tables: Contain information about descriptive attributes, such as products, people, places, and time 
  • Key columns: Unique identifiers in dimension tables that support filtering and grouping data 
Benefits 
  • Easy to understand and analyze
  • Optimized for querying large data sets
  • Ideal for cloud data warehousing and business intelligence applications
Drawbacks
  • Denormalized structure can lead to data redundancy and quality issues 
  • Data must be carefully processed and verified to ensure integrity and reliability 
  • Not a good fit for applications such as online transaction processing 
Use cases data warehouses, data marts, and business intelligence applications. 
Star schemas are based on a relational database schema. They're a widely accepted standard for the underlying table structure of a data warehouse.