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Create: insights/developer-lifecycle Notebook #5972

@ccerv1

Description

@ccerv1

Current State: Partially built - has basic lifecycle visualization built on top of outdated model.

Vision: Enhanced with metrics and comparison features

Current Features:

  • Shows monthly trends of new, churned, and active contributors
  • Ecosystem selector
  • Activity/inactivity toggle
  • State transition visualizations

Enhancements Needed:

  1. High-Level Lifecycle Metrics Panel:
    • Ratio of churn over past year
    • Ratio of churn over all time
    • Number of dormant developers currently
    • Number of dormant developers over last 6 months
    • (Need to be thoughtful about best metrics - may need refinement)
  2. Comparison Feature:
    • Apples-to-apples comparison of ecosystems (e.g., Ethereum vs. Solana)
    • Show overlaps among developers
    • Side-by-side lifecycle comparisons
  3. Period Flexibility:
    • Currently uses monthly periods (OSO definition)
    • Goal: Also support 28-day periods (Electric Capital definition)
    • Allow toggling between definitions
  4. Additional Context:
    • Better explanation of what each lifecycle stage means
    • Show transition paths more clearly

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