PowerBI & DAX Measures
Data modeling, DAX time intelligence functions, context transition, and report optimization.
Executive reporting, visual hierarchy, dashboard UX, and enterprise metric tracking.
Subtopics Library
Data modeling, DAX time intelligence functions, context transition, and report optimization.
Topic Feed · Business Intelligence & Dashboards
Anchor each view to a core KPI, assign progressive visual weight, and use grid‑aligned containers with conditional formatting for clear hierarchy.
Implement RLS by adding a TenantID column, creating a security view, and configuring role‑based filters in Power BI, Tableau, or Looker.
Speed up enterprise BI dashboards by trimming models, indexing source queries, limiting visual rows, and applying server‑side caching with concrete thresholds.
Choose bars for categories, lines for trends, scatter for relationships, and treemaps for hierarchical shares, applying concrete thresholds for each.
Leverage Git for version control of BI report artifacts and underlying data models, then establish CI/CD pipelines with validation, automated testing (including visual regression), and API-driven deployment to streamline the lifecycle from development to production, ensuring quality and efficient delivery.
Use a certified semantic layer, RLS, and CoE‑driven policies to give teams self‑service BI while keeping governance tight.
Filter context filters rows, row context evaluates each row, and CALCULATE switches row context to filter context for advanced filtering.
Efficient DAX time‑intelligence uses a proper date table, built‑in functions like TOTALYTD and SAMEPERIODLASTYEAR, and minimal filter removal.
Context transition converts row to filter context; avoid calculated columns because they run at refresh, inflate memory, and degrade performance.
Combine Power BI Performance Analyzer with DAX Studio Server Timings and Query Plan to locate and fix slow DAX measures.
Use a Field Parameter with a SWITCH‑based master measure to dynamically swap DAX calculations in Power BI reports.
Use a bridge table with inactive relationships and activate them via USERELATIONSHIP or TREATAS to safely handle many‑to‑many in Power BI.