Data analytics skills for PMs: SQL query generation and cohort analysis. Analyze user data, generate queries, and identify retention patterns.
- ab-test-analysis — Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and actionable recommendations.
- cohort-analysis — Perform cohort analysis on user engagement data.
- sql-queries — Generate SQL queries from natural language descriptions.
/pm-data-analytics:analyze-cohorts— Perform cohort analysis on user data — retention curves, feature adoption, and engagement trends./pm-data-analytics:analyze-test— Analyze A/B test results — statistical significance, sample size validation, and ship/extend/stop recommendations./pm-data-analytics:write-query— Generate SQL queries from natural language — supports BigQuery, PostgreSQL, MySQL, and more.
Paweł Huryn — The Product Compass Newsletter
MIT