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Cohort Analysis

Perform cohort analysis to understand user behavior over time including cohort definition, metric calculation, retention analysis, and visualization.

Complexity: Moderate | Duration: 15-30m | Category: Devops

Tags: analytics cohort retention user-behavior

Workflow Diagram​

Steps​

Step 1: Cohort definition​

Agent: data

analyst - Define cohorts (by signup week, feature usage, etc.)

Step 2: Event data extraction​

Agent: data

engineer - Extract user events from database

Step 3: Cohort assignment​

Agent: data

analyst - Assign users to cohorts based on criteria

Step 4: Retention calculation​

Agent: data

analyst - Calculate retention by cohort (Day 1, 7, 30, 90)

Step 5: Metric aggregation​

Agent: data

engineer - Calculate revenue, engagement per cohort

Step 6: Cohort comparison​

Agent: data

analyst - Compare cohorts to identify trends

Step 7: Visualization​

Agent: data

analyst - Create cohort retention heatmap

Step 8: Insights​

Agent: data

analyst - Identify high-value cohorts, retention drivers

Usage​

To execute this workflow:

/workflow devops/cohort-analysis.workflow

See other workflows in this category for related automation patterns.