Qlik Sense Set Analysis: 20 Real-World Use Cases with Hanumant Raut | BI Career & Qlik Mentor

Your Qlik Sense expression looks correct. So why is the KPI showing zero?

Set Analysis can get tricky when users change selections, compare periods, exclude values, or ask for calculations based on customer history.

This playbook helps you understand not just what expression to write, but why the obvious approach fails and how to fix it.

What you'll get:

1. 20 real-world Qlik Set Analysis problems with tested solutions.
2. Copy-ready expressions and scripts, with explanations.
3. Time intelligence, selection control, customer logic, and data-quality scenarios.
4. Common mistakes, edge cases, and production tips.
5. A test pack with 40 sample orders so you can verify the expected results yourself.
6. A troubleshooting checklist and Set Analysis cheat sheet.

Who is this for?

1. Qlik Sense developers who know the basics but get stuck on complex business requirements.
2. Developers supporting existing dashboards and troubleshooting incorrect KPIs.
3. Senior developers and team leads who want a practical reference for their teams.
4. QlikView developers moving to Qlik Sense or Qlik Cloud.
5. Developers preparing for scenario-based Qlik interviews.

The outcome: Spend less time guessing, understand why expressions fail, and approach real reporting problems with greater confidence.

Built around practical Qlik problems, not just syntax examples.

Note: Validate expressions against your own data model and business rules before deploying them to production.