Conceptual

Tableau Star Schema Data Sources: Relationships vs. Joins/Unions

In data warehousing and modeling, star schema design mandates initiating relationship creation with fact tables to establish cardinality constraints (one-to-many) before linking dimension tables. Theoretical decision-making dictates the selection between relationships for distinct entities within a logical layer versus joins or unions for merging multiple sources describing the same entity into a single normalized table. This abstraction distinguishes between structural integrity mechanisms in database theory and data blending strategies when integrating heterogeneous file types that cannot be unified within a single logical schema.