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Why your analytics events are a mess (and how to fix them)

Original: What's Sexy? Naming Conventions for Analytics Events

May 25, 2025
4 min read
Opinion
Beginner
What’s sexy? Naming conventions for analytics events.

Summary

Paul Koullick reframes naming as an information-retrieval challenge, not a documentation task.

Who This Is For

Product Analysts
Product Managers
Analytics Engineers

Key Takeaways

  • Use Title Case, present tense, and verb-noun structure for all event names
  • Favor event properties over creating multiple similar events to reduce complexity
  • Add searchable categories to events for better discoverability across teams
  • Implement a review process with a shared logging dictionary for every new feature
  • Appoint a 'Data Democracy Champion' to enforce naming standards company-wide

Tools & Technologies

Mixpanel Amplitude Google Analytics Google Spreadsheets

Topics Covered

naming taxonomy data-governance analytics