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Prep plan
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Attentive Data Analyst Interview Questions

The questions to prepare for a Attentive Data Analyst interview. Questions from real interview reports rank first. Updated weekly.

Compare Periods with LAG and LEAD
Medium

Explain how LAG and LEAD compare current rows to previous or next periods in time-series SQL analysis.

Window FunctionsLag/LeadDate Functions
Attentive
Latest Record Per User with ROW_NUMBER
Medium

Tests window function proficiency and ability to implement correct latest-record selection.

Window FunctionsRankingData Wrangling
Attentive
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Build a Marketing KPI Dashboard
Medium

Design a dashboard that connects campaign activity, funnel conversion, and acquisition efficiency to business outcomes.

North Star MetricKPIsLeading Indicators
Attentive
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Demographic Data Impact
Medium

Tests how you extend analysis with new dimensions while avoiding bias and overfitting.

User SegmentsUser ResearchUse Cases
Attentive
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A/B Testing for Product Features
Medium

Explain how to design and evaluate an A/B test for a product feature, including metrics, MDE, sample size, and guardrails.

Hypothesis TestingStatistical SignificanceA/B Testing
Attentive
Interpreting Significance in Experiments
Medium

Explain statistical significance in experiments and how p-values and confidence intervals guide interpretation.

Confidence IntervalsStatistical SignificanceP-Values
Attentive

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