Conceptual

Tableau Data Source Creation using Facts and Dimensions in Star Schema via Relationships and Joins

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.