Growth Data Analytics Playbook Growth Data Analytics Playbook Mengying Li

Growth Data Analytics Playbook

Transforming Intuition into Measurable Product Expansion Through Data

by Mengying Li

22 min read

About This Book

The Growth Data Analytics Blueprint (2025) provides analytical methods for transitioning from intuitive decision-making to evidence-based strategies when expanding products. The book teaches how to measure product-market fit using retention data, spot valuable engaged users, and implement sustainable growth systems. It shows you how to look beyond surface-level statistics and create reinforcing cycles that produce lasting results.

Who Should Read This?

  • Data scientists looking for practical product scaling methods
  • Product managers ready to move past surface metrics
  • Startup founders who need to confirm product-market fit
  • Growth team leaders building analytical capabilities

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