Data Thinking Notes

Jul 23, 2024 · Fundamentals

How to Build Effective Data Metrics and Indicator Systems for Business Decisions

This article explains the nature of raw data, defines metrics as data combined with business context, outlines the five‑W criteria for good metrics, and introduces two popular indicator‑system frameworks—Pirate Metrics (AARRR) and the First Key Metric method—along with practical steps for constructing a robust metric hierarchy.