Build with the people who use it.

Team Data Crunch is the public show and session archive around turbolapper: load open datasets, analyze on a Mac, show the Local Analytics method live. It is not the product. The product is the turbolapper macOS app. Watch the sessions above, then join the waitlist when you want to run the same motion on your machine.

Yes. The official hangout is the turbolapper Slack: product questions, data stories, collaboration, and builders interested in private / on-device AI analytics. Join here: turbo-labs.slack.com. It is the community path if you are not ready for a one-on-one sales meeting.

Anyone learning or practicing Local Analytics with turbolapper: finance and risk evaluating the product, analysts who want fast private follow-ups, researchers and consultants working public or proprietary tables on a Mac, and people following Team Data Crunch open-data demos.

Generic AI chat groups and big subreddits are broad. The turbolapper community is focused on on-device data analysis, prep-heavy workflows, verified answers, and public demos you can inspect. Team Data Crunch is the YouTube series; Slack is the conversation; this site holds write-ups and architecture.

On this page (newest first) and on the Team Data Crunch YouTube channel. Sessions cover US markets & segments (lights, Nielsen DMAs), federal multi-topic series, public retail prep, NYC taxis at scale, and state/public-stats crunches. Written demos live on Technology.

Private AI analytics is easiest to trust when anyone can inspect the workflow. Public corpora let turbolapper show prep quality, verification, and local performance so you can follow the method on open data first, then bring your own tables to the Mac.

Yes - that is the point of the community path. Watch public Team Data Crunch sessions, read the write-ups, discuss on Slack, and only then bring proprietary data into turbolapper - AFM on your Mac (the app keeps data on your Mac; Apple Intelligence on-device). Architecture detail: Technology.

Yes. The archive includes US DMA / segment demos, federal multi-topic series (housing, migration, health/crime), open city taxi data, public fashion-retail tables, and state/public statistics sessions. Start with the session grid above - newest first. Write-ups: Technology.

Use Contact and book a meeting on Calendly. Contact is for Enterprise, design partners, procurement, and guided evaluation. Community (this page) is for async learning and peer discussion. Two clear doors: schedule a meeting, or join Slack / watch the series.

Join Slack for product questions, data stories, and collaboration - that is also Starter through Pro support. Setup FAQs: Support. For Enterprise packaging and procurement, use Contact. Enterprise contracted support uses the dedicated agent in your agreement. For download access, use the waitlist.

Yes. Open a thread on Slack, or Contact for formal design-partner conversations. Public collabs often become Team Data Crunch material so others can learn from the same corpus.

Slack and the YouTube series are free to join and watch. You do not need a paid turbolapper seat to hang out, learn the method on public data, or follow along. The app has a free Starter tier on the pricing page when download opens via the waitlist.