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Data ScientistForecast Next Year's Revenue Using YoY% Analysis
Data Manipulation (SQL/Python)
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August 4, 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.