StatisticalDS Analytical Reasoning

How do you handle missing values in a dataset when those values represent critical KPIs?

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1 answer published. Last candidate submission on Jul 15 2026, 5:39am PDT. Interview question asked to Data Scientists interviewing at Pinterest, Outbrain, HubSpot and other companies. Original question asked: How do you handle missing values in a dataset when those values represent critical KPIs?. Question last reported by a candidate interviewing at ServiceNow for a Data Scientist interview on Sep 14 2026, 4:33pm PDT.