Who This Helps
This is for you, the junior analyst who crunches numbers all week, then freezes when it's time to share. You have the data, but the room goes quiet. You want to ship clean analysis with clear recommendations—and actually see your work get used. The Metrics & Dashboards Basics program is built for exactly this moment.
Mini Case
Meet Priya. She's a junior analyst at a fast-growing SaaS company. Her team tracks 20 numbers every week. Priya's boss asked her to pick one primary metric and define three supporting ones with realistic targets. She chose "Weekly Active Users" as her North Star, then added sign-up conversion rate, churn rate, and feature adoption rate as supporting metrics. She set targets: 12% growth in WAUs, 5% conversion, 3% churn, and 20% adoption. Her dashboard now shows a clear weekly scoreboard. The team approved her recommendations in one meeting. No more noise.
Do This Now (5 Steps)
- Pick your North Star metric. Choose one number that matters most to your team's goal. Priya picked Weekly Active Users because it directly ties to revenue.
- Define three supporting metrics. These should explain why your North Star moves. Priya used sign-up conversion, churn, and feature adoption.
- Set realistic targets. Use past data or industry benchmarks. Priya aimed for 12% growth in WAUs based on last quarter's trend.
- Build a weekly scoreboard dashboard. Show only these four numbers plus a guardrail (like a red flag if churn hits 5%). Keep it simple.
- Write one clear recommendation. Example: "Invest in onboarding to reduce churn from 3% to 2%." That's it. One sentence.
Avoid These Traps
- Trap: Showing every number you have. Your audience will drown. Stick to 3-5 metrics max.
- Trap: Vague targets. "Improve engagement" means nothing. Say "increase weekly active users by 12%."
- Trap: No guardrails. Without alerts, you miss problems until it's too late. Add a red flag for churn above 5%.
- Trap: Skipping the recommendation. Analysis without a call to action is just noise. Always end with a clear next step.
- Trap: Using jargon. Say "users who signed up" not "conversion event completions." Keep it human.
Your Win by Friday
By Friday, you'll have a one-page dashboard with your North Star metric, three supporting metrics, targets, and one recommendation. You'll present it in 5 minutes. Your boss will say yes. And you'll feel like the person who finally made the data talk. Plus, you'll have a template you can reuse every week. That's a win.