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Junior Analyst · Metrics & Dashboards Basics

Stop Guessing: Build Your Weekly Scoreboard in 3 Hours

Turn messy data into clear weekly decisions. Build a dashboard that your team actually trusts.

Who This Helps

If you're a Junior Analyst tired of sending confusing data updates, this is for you. The Metrics & Dashboards Basics course shows you how to move from noise to a clear weekly plan. You'll stop drowning in numbers and start leading with insights.

Mini Case

Maya's team tracked 20 different numbers every week. Meetings were spent debating which metric mattered. She built a simple weekly scoreboard focusing on one North Star and three supporting metrics. In 4 weeks, decision time dropped by 65% because everyone looked at the same clear dashboard.

Do This Now (5 Steps)

  1. Pick Your One Thing. From all your data, choose one primary North Star metric. If you had to report only one number to your boss on Friday, what would it be?
  2. Find Its Three Friends. Define three supporting metrics that explain why your North Star moves. For example, if North Star is user signups, a friend could be website traffic.
  3. Set Realistic Targets. Give each supporting metric a simple weekly target. Make it a range, like 'between 5% and 7% growth'.
  4. Sketch Your Scoreboard Layout. Grab a piece of paper. Draw a big box at the top for your North Star. Draw three smaller boxes below for your supporting metrics and their targets. That's your blueprint.
  5. Build the First Version. Open your dashboard tool and create this simple layout. Use this week's real data. Don't make it pretty—make it clear. Your goal is to have it ready for your next team sync.

Avoid These Traps

  • The Everything Dashboard. Don't try to show all 20 metrics. You'll overwhelm everyone. Start with your core four.
  • Vague Definitions. A metric like 'engagement' is meaningless. Define it clearly, like 'users who completed the onboarding tutorial'.
  • No Guardrails. A metric moving up is good, right? Not if it causes customer complaints. Note a simple guardrail for each metric, like 'while keeping support tickets under 10'.
  • Waiting for Perfection. Your first scoreboard will be rough. That's perfect. Ship it, then improve it next week based on feedback. Analysis is a team sport.

Your Win by Friday

By this Friday, you'll have a live weekly scoreboard. You'll walk into your team meeting and say, 'Here's our North Star, here's how our three key drivers did, and here's what we should do next week.' No more data debates. Just clean analysis and clear recommendations ready for approval. You've got this.