There is no better feeling than taking a 50-tab Excel monster that takes 20 minutes to open and turning it into a 5-second Qlik app. What was the "Excel beast" you finally replaced? - How many tabs did it have? - How much time did it save the user? - How did the user react? Let's celebrate some "Data Wins" below! 👇

Quick community check… When a script needs to bring in a single attribute (example: Category Name, Region, Account Owner) from another table, which approach is the go-to? Vote in the comments with one option: 1. ApplyMap() 2. Left Join 3. Associate 2-column table on key 4. It depends (and explain when) To make it useful, include: - Why that’s the default - Any performance or maintenance lessons learned - A quick “rule of thumb” (if you have one) Best answers will be summarized and shared in the next Arc Newsroom as a “community best practices” takeaway.

If you could give a new Qlik developer one rule to follow when building dashboards, what would it be? Examples: - “One question per chart” - “Never use more than 5–6 colors” - “Always start with KPIs before detail tables” - “If it needs a paragraph to explain, it’s too complex” - “Default selections should tell a story” Drop one rule + one sentence on why it matters. Best answers will get compiled into a Community Dashboard Playbook and shared in an upcoming Arc Newsroom.

Everyone seems to be building an AI stack right now, but which tools are actually helping with day-to-day productivity in analytics, BI, and development? Drop one tool or browser extension that has become part of your workflow. Helpful things to share: - What it helps with - Why it stands out - How often it gets used To get the conversation started, here’s one worth checking out that we developed and lives in your browser: 🔗 Arc Analytics Toolkit 🔗 Arc Toolkit Chrome Extension The best responses can be compiled into a Top AI Tools for Analytics roundup and featured in an upcoming Arc Newsroom episode. What’s your go-to tool? 👇

What is the one error message in Qlik that makes you want to throw your monitor out the window? 🪟 For me, it’s a 'Failed Reload' on a Friday at 4 PM. Drop your 'favorite' error below and let's see if we can crowdsource a fix for someone today.