Part of Run Product Decisions End to End With PM Frameworks
Engineering Blueprint
Safety checkedAnalyze Data With SQL and Cohort Analysis
3 skills for SQL query generation, cohort analysis, and A/B test analysis.
What problem does this solve?
Converts natural language data questions into SQL queries and statistical analyses instead of guessing or waiting for analysts. Includes cohort analysis for retention and adoption patterns, plus A/B test significance and sample size validation.
How does it work?
Use /write-query to generate SQL from natural language (supports BigQuery, PostgreSQL, MySQL), /analyze-cohorts to run retention curves and engagement trends by cohort, /analyze-test to evaluate A/B test results with statistical significance and ship/extend/stop recommendations. Output: ready-to-run SQL queries, cohort retention curves, and A/B test analyses with confidence levels.
Included Skills
No skills in this group
Key Features
SQL Generation
Natural language to SQL for BigQuery, PostgreSQL, MySQL.
Cohort Analysis
Retention curves, feature adoption, and engagement trends by user cohort.
A/B Test Analysis
Statistical significance, sample size validation, and ship/extend/stop recommendations.
Metrics Design
Retention metrics for subscription apps, engagement tracking, and MDE planning for test sizing.
Tools in this Blueprint
About This Blueprint
- Industry
- Technology
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