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.

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.

If Qlik gave you the "magic wand" for one day, what is the one feature or fix you would demand they add to the platform? - Better styling? - Easier Version Control? - What else?

Qlik recently released a new feature in Qlik Cloud called Spatial Index. A spatial index is like a lookup table that makes it much easier for Qlik to know where points are on a map. In practice, this means that we can take advantage of another new feature: We can now select points in a map just by zooming in! Up until now, if you wanted to select points in a map, you needed to zoom in, select the points individually or by using the lasso tool, and then confirm your selection. Now, we can create a spatial index, apply it to a table, and then simply zoom in on points on our map to automatically select them. This has some great use cases, including being able to explore data in maps much more quickly.