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DP-600 · 3.1.2 · Implement and manage semantic models

Semantic model star schema

Implement a star schema for a semantic model

Use dimensions for filtering and grouping, facts for , and clean one-to-many between them.

Build for filtering and summarizing

Microsoft Learn star schema diagram with a central fact table surrounded by dimension tables.

A works best when each table has one clear job. contain unique business entities and descriptive attributes used to filter or group. contain events or observations, their dimension keys, and numeric values.

The common is one-to-many from a dimension to a fact. Keep each fact table at one consistent .

Explicit then summarize the fact data in the current .

Key points

  • Dimension: unique key plus descriptive attributes
  • Fact: and dimension keys at one
  • : filters flow from one side to many side
  • Measures: explicit calculations summarize facts

Click an underlined term for a one-line explanation, or see them all in the glossary .

Exam trap

A single date table with one active and several inactive cannot filter two date roles at once. USERELATIONSHIP only switches the path inside one .

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