Understand DAX Context in Power BI: CALCULATE, Filter Context & Row Context (Part 2)

Video by: Reid Havens

The single biggest concept separating DAX beginners from confident report builders is context. This interactive guide breaks down how Power BI evaluates every formula you write: what filter context is, how CALCULATE manipulates it, the difference between row context and filter context, how context transition bridges the two, and why iterator functions like SUMX create their own row context. If CALCULATE has ever confused you, start here.

Topics covered:

  • The mental model shift: why DAX doesn't think like Excel

  • Query context: how rows and columns shape evaluation

  • Filter context: slicers, relationships, and implicit filters

  • CALCULATE: overriding, replacing, and adding filter arguments

  • Row context: calculated columns, iterators, and the current row

  • Context transition: what happens when CALCULATE meets row context

  • Iterator functions: SUMX, AVERAGEX, and row-by-row evaluation

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[DAX] Lib - From Zero to Community Hero (with Jake Duddy)

LIVESTREAM DATE/TIME 📅

MAY 15TH 2026 (Pacific Time)

DESCRIPTION 📄

User-defined functions landed in DAX last September, and SQLBI launched DAXLib alongside them as a community repo for sharing libraries. There are already 30+ packages people can pull straight into their models. If you've built a UDF that made your own life easier, odds are someone else is working around the same problem.

This stream is about closing that gap. Jake Duddy joins me to walk through what it actually takes to turn a working UDF into a published DAXLib package that other people can install and use. Jake recently contributed EvaluationContext.Colour (a HEX manipulation library for SVG and conditional formatting work), so he's been through the workflow recently and has the bruises to show for it.

What we'll cover:

  • DAXLib: what it is and why SQLBI built it

  • Model-independent vs model-dependent functions, and which belong in a library

  • Packaging a UDF for publication

  • Submitting through GitHub

  • What separates a useful contribution from noise

  • Q&A throughout

GUEST BIO (Jake Duddy)👤

Jake Duddy is a Microsoft Data Platform MVP and Power BI SME based in Birmingham, UK. He runs the Evaluation Context blog covering Power BI, Fabric, DAX, and SSAS, and speaks regularly at SQLBits, the Power BI & Fabric Summit, and the Microsoft Data Platform Group Birmingham. Links to DAXLib, Jake's blog, and his EvaluationContext.Colour library are in the comments. #PowerBI #DAX #MicrosoftFabric #DAXLib #UDF

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Posted on May 4, 2026 and filed under Livestreams, DAX.

Master DAX Foundations in Power BI: Calculations, Data Models & Filter Flow (Part 1)

Video by: Reid Havens

Start thinking in DAX instead of Excel. This interactive guide walks through everything you need to build a mental model for Power BI calculations: what DAX actually is, how measures differ from calculated columns, table and column references, star schema basics, and how filters flow from dimension to fact tables. Part 1 of a 3 part DAX Fundamentals series.

Topics covered:

  • Excel formulas vs DAX: what changes and why

  • Measures vs calculated columns: when to use each

  • DAX syntax: table references, column references, and measure calls

  • Star schema: fact tables, dimension tables, and relationships

  • Filter flow: how slicers and relationships shape your results

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Posted on April 21, 2026 and filed under DAX.

Next Generation Maps in Power BI with Icon Map (with James Dales)

LIVESTREAM DATE/TIME 📅

May 1st, 2026 - 9:30AM (Pacific Time)

DESCRIPTION 📄

Power BI mapping has… historically been “fine” in the way a rental car with three warning lights is “fine.” In this session, James Dales (Microsoft Data Platform MVP, co-leader of the London Fabric & Power BI User Group, and creator of Icon Map) walks through what’s new in modern mapping for Power BI and why Icon Map has evolved into a premium visual.

We’ll cover:

  • Why Icon Map is now paid and what it delivers over legacy Icon Map and Azure Maps

  • Icon Map Pro vs Icon Map Slicer: what each one does and when to use them

  • The Icon Map Catalog and how it changes map-building workflows in Power BI

  • Best practices for building clearer, faster, more interactive geospatial reporting experiences

Whether you’re building operational dashboards, location intelligence reports, or real-time analytics, you’ll leave with practical guidance on how to level up your maps without making your report behave like a slideshow.

GUEST BIO 👤

Having previously led the Power BI and Microsoft Fabric capabilities at both UK and global level for a large multi-national Microsoft consultancy, in 2024 James co-founded an ambitious geospatial data company Tekantis, to focus on geospatial analytics and data products.

James is a Microsoft Data Platform MVP and is the co-leader of the London Fabric and Power BI user group. In 2019 he became the first member of the Power BI Contributors Program, working alongside the Microsoft engineering team to build new functionality into the Power BI product codebase. He has a keen interest in geospatial and real-time analytics and is the author of the Icon Map visuals for Power BI.

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