DAX Troubleshooting Guide: Fix the 15 Most Common Errors
Fifteen DAX errors that look cryptic, from blank results to wrong totals to circular dependencies, with the exact fix for each.
PRACTICAL POWER BI LESSONS / 01
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Hand-picked guides every analyst should read first.
Fifteen DAX errors that look cryptic, from blank results to wrong totals to circular dependencies, with the exact fix for each.
Ten errors nearly every beginner makes: data types, DAX context, dashboard layout. The fix for each, and why it happens.
Twelve principles for dashboards people actually act on: layout, colour, density, and the interactions that guide rather than distract.
Find the bottleneck before optimising: Performance Analyzer, then DAX, then the model. A diagnosis order that saves hours of guessing.
One project, end to end: import, clean in Power Query, model a star schema, write the measures, then design the dashboard.
New to Power Query? This beginner guide covers the editor, applied steps, common transformations, and why query folding matters for refresh performance.
Jump straight to the topic you need.
Master the Data Analysis Expressions language.
Explore →ETL and data preparation in Power BI.
Explore →Star schema, relationships, and model design.
Explore →Build interactive reports and dashboards.
Explore →Date-based calculations and YTD/MTD patterns.
Explore →Workspaces, gateways, deployment, and administration.
Explore →Small utilities that run in your browser. No signup, nothing uploaded.
Paste a measure: formatted output, plus the patterns that quietly cost performance.
Open tool →Contiguous dates, ISO weeks and fiscal years — in DAX or Power Query.
Open tool →Pro, PPU or the mix most teams end up on. See the yearly total.
Open tool →Fresh from the editor — published weekly.
Replace twelve time-intelligence measures with one calculation group and a slicer. How to build one in Tabular Editor, and the traps that bite first.
Why Power BI refuses to compute a column that refers back to itself, the three shapes this error takes, and the fix for each — with working DAX.
Four licence types, one decision. What Free cannot do, when Pro is enough, and the headcount where Fabric capacity beats per-user pricing.
Your refresh worked yesterday. Seven reasons it stopped, in the order worth checking — from gateway offline to a query that times out only under load.
Three DAX functions that all group rows, and only one is right for a given job. Where each one belongs, and the SUMMARIZE pattern that quietly misbehaves.
Both look like 'last month' but return different date sets on the 31st. When each is correct, and how to check which one your model needs.
Explore hands-on Power BI lessons and learn a technique you can apply to your next report.