Who This Helps
If you're a Junior Analyst tired of last-minute data requests and conflicting reports, this is for you. The Metrics & Dashboards Basics course shows you how to build a system that makes your analysis the calm center of the storm.
Mini Case
Maya's team tracked 20 different numbers every week. Meetings were spent debating which metric was right, not what to do. She built a weekly scoreboard focused on one North Star metric and three supporting targets. In 4 weeks, decision time in reviews dropped by 65% because everyone was looking at the same dashboard.
Do This Now (5 Steps)
- Pick your one thing. From all the numbers you track, choose a single North Star metric. Ask: "If this goes up, are we winning?"
- Find three friends. Define 3 supporting metrics that explain why your North Star moves. Give each a realistic weekly target.
- Build your weekly scoreboard. Create one dashboard with just those 4 numbers. Update it every Monday morning like clockwork.
- Add simple guardrails. For each metric, note what a "bad" week looks like (e.g., "Alert if support tickets spike by 15%").
- Share the link. Send the dashboard URL in your next team chat. Say, "Our weekly pulse is live." It’s that simple.
Avoid These Traps
- Don't try to track everything. A cluttered dashboard is a useless dashboard.
- Don't use vague metrics like "engagement." Define it clearly (e.g., "Weekly Active Users who completed the onboarding flow").
- Don't present data without a clear recommendation. Your job is to point to the next action.
- Don't change your core metrics every month. Give your scoreboard at least 6 weeks to show trends.
- Don't build it in a secret spreadsheet. If it's not easy for everyone to see, it doesn't exist.
Your Win by Friday
By this Friday, you can have a clean, one-page dashboard that your product and ops leads will actually use. No more frantic, last-minute slides. Just one shared source of truth that stabilizes decisions for the whole week. You’ll go from data provider to decision partner. Pretty cool, right?