Analyze private-account product metrics

Q: Analyze private-account product metrics

This question evaluates product analytics and experimentation skills for a Data Engineer, including data modeling, event instrumentation, metric and guard-rail definition, funnel analysis, and root-cause reasoning.

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Question

Private Accounts Feature: Product Understanding, Data Model, Metrics, and Root-Cause Analysis

Context

You are working on a social-network feature that lets users set their accounts to Private. When an account is private, only approved followers can view posts. Non-followers can see a minimal profile and may send a follow request that must be approved by the account owner.

Tasks

Explain the feature and its value proposition (for users and for the platform).
List key product dimensions/entities you would examine and instrument.
Define the core and guard-rail metrics to track ongoing health and impact.
User engagement has dropped—describe a step-by-step plan to investigate root causes across the funnel.

Analyze private-account product metrics

Private Accounts Feature: Product Understanding, Data Model, Metrics, and Root-Cause Analysis

Context

Tasks

Solution

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