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Combining Survey and Usage Signals

Hard
Statistics & Probability
Asked at 1 company1Hypothesis TestingCorrelationRegression
Also asked at
Elsevier

Problem

Scenario

You are analyzing customer feedback alongside product usage data. Survey responses capture stated satisfaction, while behavioral logs capture what customers actually do in the product, and you want one analysis that uses both.

Question

How would you use survey data and behavioral data together in one analysis?

Example Data

Matched users·42090-day churn rate·0.22Mean satisfaction·7.1Mean article views·18.4Mean weekly sessions·4.6

Problem

Scenario

You are analyzing customer feedback alongside product usage data. Survey responses capture stated satisfaction, while behavioral logs capture what customers actually do in the product, and you want one analysis that uses both.

Question

How would you use survey data and behavioral data together in one analysis?

Example Data

Matched users·42090-day churn rate·0.22Mean satisfaction·7.1Mean article views·18.4Mean weekly sessions·4.6
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