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Junior Analyst · Metrics & Dashboards Basics

Automate Your Weekly Scoreboard as a Junior Analyst

Ship clean analysis faster. Automate reporting so you keep context fresh without manual updates.

Who This Helps

You are a junior analyst. You spend hours updating reports. You want to ship clean analysis with clear recommendations. The Metrics & Dashboards Basics course shows you how to build a weekly scoreboard that runs itself.

Mini Case

Meet Maya. She tracks 20 numbers every week. She picks one primary metric: weekly active users. She defines 3 supporting metrics: sign-ups, churn rate, and session time. Her targets? 12% growth in sign-ups, churn below 5%, session time above 7 minutes. She builds a weekly scoreboard with guardrails. No more noisy updates. She ships her analysis every Friday by 10 AM.

Do This Now (5 Steps)

  1. Pick your North Star metric. One number that matters most.
  2. Define 3 supporting metrics. Keep them simple and measurable.
  3. Set realistic targets. Use past data or team goals.
  4. Build a weekly scoreboard dashboard. Use AI to auto-pull fresh data.
  5. Add guardrails. Alert yourself when a metric goes off track.

Avoid These Traps

  • Tracking too many numbers. Stick to 4-5 metrics.
  • Vague definitions. Write down exactly how you calculate each metric.
  • Manual updates. Automate with AI so you never copy-paste again.
  • Ignoring targets. Without them, you have no benchmark.
  • Cluttered dashboards. Keep it clean with clear sections.

Your Win by Friday

By Friday, you will have a weekly scoreboard that updates itself. You will ship your analysis with clear recommendations. No more late nights. No more stale data. Just calm, confident decisions.