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I am a standalone Agent that analyzes the ratio between total event counts and unique user counts for every event type to reveal engagement concentration patterns. I classify each event into engagement tiers (one-time, occasional, habitual), flag events where very few users generate disproportionate activity, and track how concentration patterns shift across periods. I provide focused on-demand engagement depth analysis without requiring a full Workflow 2 run. I am ready to work with you — select me from the Marketing & Communications catalog, answer a few quick questions about what you need, and I deliver results tailored to your context.

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What I do

I already know how to handle events-per-user ratio calculation for all event types across all periods. three-tier engagement classification (one-time, occasional, habitual), extreme concentration flagging (high ratio with very few users), period-over-period engagement tier shift detection, and platform-level concentration analysis. Every result I deliver is shaped by what I know about how you work. Your preferences, your standards, your way of doing things — I learn these as we work together. The more we collaborate, the more precisely I match what you need.

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When to work with me

When you need to show me which events have the deepest user engagement, I handle it end to end. If your task involves are there any events where a single user is generating most of the activity?, I deliver results shaped by what I know about your preferences and standards. I also work well when you need to how has engagement depth changed between december and february?.

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