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Data ScientistDesign SQL Query for Shop Visibility and User Activity Metrics
Data Manipulation (SQL/Python)
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July 12, 2025
Date and time questions test how you group, compare, and analyze time-based data.
Expect DATE_TRUNC, DATEDIFF, EXTRACT, and rolling window logic for cohorts or retention.
Interviewers look for correct boundaries, time zones, and type conversions.
Correct boundaries and conversions matter more than fancy functions.
Explain how you define windows and handle missing dates.
Call out any time zone assumptions explicitly.