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Usage Analytics - Take-Home Assignment

Time: 1 hour (we respect your time - don't spend more than this)

Build a single-page "Usage Analytics" view that helps us answer:

  • How many Daily Active Users (DAU) over a date range?
  • Which organizations were most active?

Setup

# Start the API server
cd server
npm install
npm start  # Runs on http://localhost:3001

# Build your frontend (use any framework/tools you prefer)
mkdir frontend && cd frontend
# ... your setup

APIs

GET /api/metrics/dau Returns daily active user data.

GET /api/metrics/top-orgs Returns organizations ranked by activity.

Call these endpoints to explore what data is available.

Requirements

Build a view that helps answer these questions:

  • "How is our DAU trending over time?"
  • "Which organizations are most active?"

What Users Need to Do

  • View DAU trends over different time periods
  • Identify and explore top organizations by activity
  • Find specific organizations quickly
  • Understand the data even when things go wrong
  • Interact with the system smoothly at any data scale

Nice-to-Haves

  • Export: "Copy CSV" functionality for the current view
  • Accessibility: keyboard navigation, visible focus states, screen reader support

Quality Expectations

  • Handle real-world data volumes gracefully
  • Provide clear feedback during loading and errors
  • Make the interface intuitive and responsive
  • Consider accessibility and data export needs

Note: Think about what "good" looks like for each of these. You'll need to make product decisions.

Deliverables

  1. Working application - We should be able to run it
  2. Tests - At least 2 meaningful test cases
  3. AI_NOTES.md - Document how you used AI (prompts, edits, verification)
  4. README.md - Document your product decisions:
    • What features did you prioritize and why?
    • What trade-offs did you make?
    • What would you do differently with more time or resources?

Submission

  • Create a PR with your changes
  • Fill out the PR template
  • We'll review and schedule a follow-up discussion

Notes

  • Use any frontend framework (React, Vue, Svelte, vanilla JS, etc.)
  • The backend code is available and modifiable if you choose to
  • Focus on product thinking: What would make this useful for real users?
  • We value thoughtful decisions over perfect implementation
  • Document your reasoning - we want to understand your thought process

Questions?

If anything is unclear, please ask! We want you to succeed.

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Usage Analytics Dashboard - Frontend Engineering Interview

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