Who This Helps
You're a junior analyst who wants to ship clean analysis with clear recommendations. You're tired of noisy updates and vague metrics. The Metrics & Dashboards Basics program is built for you.
Mini Case
Meet Maya. Her team tracked 20 numbers every week. No one knew which one mattered. After she built a weekly scoreboard with guardrails, the team cut decision time by 30% and stopped arguing about what to fix first.
Do This Now (5 Steps)
- Pick one primary metric. Choose your North Star. For Maya, it was weekly active users. That's the one number that tells you if you're winning.
- Define 3 supporting metrics. These explain why the primary metric moved. Maya used sign-ups, retention rate, and feature adoption. Set realistic targets for each.
- Build a weekly scoreboard. Create a simple dashboard that shows your primary metric, supporting metrics, and their targets. Update it every Monday morning.
- Add guardrails. Set alerts for when a metric drops below 80% of target. Maya's team got a Slack notification when retention dipped under 70%.
- Review as a team. Spend 15 minutes every Tuesday walking through the scoreboard. Ask: what changed, why, and what's one action to improve?
Avoid These Traps
- Tracking too many numbers. If you have more than 5 metrics on your scoreboard, you're losing focus.
- Vague definitions. "Active user" must mean the same thing to product and ops. Write it down.
- No targets. A metric without a target is just a number. You need a goal to know if you're winning.
- Skipping the review. The scoreboard is useless if you don't talk about it. Make the Tuesday meeting sacred.
- Ignoring guardrails. Don't wait for a crisis. Set alerts now.
Your Win by Friday
By Friday, you'll have a weekly scoreboard with one primary metric, three supporting metrics, and clear targets. Your team will stop guessing and start acting. That's a clean analysis with clear recommendations — shipped.