Analytics Pitfalls & Principles

Analytics Pitfalls & Principles

Stop making the same Data & Analytics mistakes

66 followers

In a world of feeds and overload, this is where data and analytics leaders slow down to grow—together. Learn through stories that stick, not posts that fade. Share your scars, help others sidestep them. When you invest in your growth and help others grow, you feel better. 15 rotating cards with tactical steps. A business fable to make you feel the issues - perhaps see yourself or your team. Real stories. Slowing down—together.
Analytics Pitfalls & Principles gallery image
Analytics Pitfalls & Principles gallery image
Analytics Pitfalls & Principles gallery image
Analytics Pitfalls & Principles gallery image
Analytics Pitfalls & Principles gallery image
Analytics Pitfalls & Principles gallery image
Analytics Pitfalls & Principles gallery image
Free Options
Launch tags:AnalyticsDataData Science
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Framer
Framer
Launch websites with enterprise needs at startup speeds.
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What do you think? …

Brian Cariveau
Hey Product Hunt! 👋 I'm Brian, and I've spent 25+ years leading data & analytics teams. In small businesses all the way up to the Fortune 5. But this isn't another course. Or tool. Or feed to scroll. **This is where we slow down—together.** 🏃 **The Problem:** We're all on a treadmill. More dashboards. More metrics. More feeds. More data. More content. More AI promising to accelerate everything we do. But nobody's asking: "When do we slow down and actually get better?" **I continually tell my team: "Slow down the treadmill."** But I realized—slowing down alone doesn't work. We need to slow down **together**. 🌿 **What This Is:** Analytics Pitfalls & Principles is where data and analytics leaders slow down—together. Not to consume more content. To actually learn: • **Learn through stories that stick**, not feeds that fade • **Share your scars** so others don't repeat them • **Invest in yourself**—and prove it by showing up • **Help each other get better**—because that's how YOU feel better **The Content:** • 15 Pitfall & Principle cards that rotate monthly (with 3 tactical steps each) • A 25K-word business fable following Sarah Chen's transformation, and tapping into my love of cars • Community stories from analytics leaders around the world **The Difference:** When people invest ($15/month), they show up. They engage. They help. The become part of a community. This isn't lurkers scrolling feeds. It's leaders who chose to slow down—together. 💎 **Why "Together" Matters:** You can't slow down alone. The treadmill pulls you back. But when you're part of a community that invested in slowing down? That committed to learning through stories? That helps each other get better? **That's when the magic happens.** You're not consuming content. You're part of a community where: • Stories teach better than feeds • Helping others helps you • Slowing down makes you faster (together) **Free tier:** 3 cards, chapters 1, 2 & 7 of the fable, and previews of the stories submitted by others **Premium:** 12 additional rotating cards monthly, full fable, community access 🙏 **What I'd Love From This Community:** 1. Try the free tier—see if this resonates 2. Tell me: Are you tired of the treadmill? 3. If you've lived through a pitfall, share your story This is 20+ years of scar tissue, distilled into a place where we slow down—together. **What's the analytics mistake you keep seeing repeated?** — Brian P.S. The treadmill never stops unless we choose to slow it down. Only you (or a friend) can press the speed down button when the world around you is pressing speed up. And we do that better—together.
Nate Flaherty

Death by Dashboard — This one hits close to home. Every dashboard starts as “high priority,” but not everything can be. When everything is a priority, nothing really is. Fewer, clearer dashboards that actually drive decisions beat a graveyard of well-intended ones every time. Less noise, more signal—and a lot less time spent keeping the lights on.

Phuc Doan

Analytics Pitfalls & Principles feels like a really thoughtful resource for anyone working with data, especially those who want to avoid common traps while making better decisions. Helping people understand core analytical principles and avoid misleading conclusions is genuinely valuable. Congrats on launching this!

Chris Horgen

It's not just one mistake; it's a treadmill of mistakes! For analytics projects, I frequently use the chess analogy (or chess data). There is a percentage attached to every move ever made by all grandmasters that tells us how many grandmasters who made any particular move ended up losing the game. It turns out there is an overwhelming number of moves (made by grandmasters!) which guaranteed 100% they would lose. For 20+ years I have tracked the mistakes that guarantee failure in analytics projects, resulting in non-adoption, distrust, disregard, or worst of all "dischampioning" (users telling other users your solution sucks). It only takes one of these mistakes to doom a project to failure, but instead of avoiding the mistakes I see a doubling-down on the quantity of projects with the same mistakes. Only by doing analytics on your own projects will you be able to identify the things that correlate with failure and avoid all of the mistakes that guarantee failure.

Chad Becher, PMP, CSM, CSPO

I love the focus. How do we move from urgency to intention? How do we move from data to insights? How do we slow down to speed up? You nailed it! Common standards that everyone is doing as a data community.