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Identify Driver Churn Risk Factors
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Identify Driver Churn Risk Factors

HardSQL · PostgreSQL

Problem

Write a PostgreSQL query that identifies likely drivers of driver churn in a Lyft market. Define churn as a driver who completed at least one ride in the month before the latest month in the dataset, then completed zero rides in the latest month. Return churn rate by market_id, tenure_bucket, support_bucket, and utilization_bucket.

Schema

Tables
  • driver_monthly_activity(driver_id, market_id, activity_month, rides_completed, hours_online, earnings_usd)
  • driver_support_contacts(contact_id, driver_id, contact_date, contact_reason)
  • market_monthly_supply(market_id, supply_month, avg_eta_minutes, bonus_hours)
Tablesdriver_monthly_activitydriver_support_contactsmarket_monthly_supply
Interviewer

Your question is Identify Driver Churn Risk Factors. Start with the requirements and the three tables in the Question tab.

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