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SQL Retention for Repeat Borrowers
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SQL Retention for Repeat Borrowers

MediumSQL · PostgreSQL

Problem

Write a SQL query to find the monthly retention rate of borrowers who have taken out multiple loans with Upstart.

Use funded loans only. A borrower is retained for a month if they have another funded loan in the immediately following calendar month. Include only borrowers with at least two funded loans overall.

Output

  1. One row per activity month with month_start, retained_borrowers, eligible_borrowers, and retention_rate
  2. Include months containing eligible borrower activity, including months with zero retention
  3. Calculate retention_rate as a percentage rounded to two decimal places
  4. Sort by month_start ascending

Schema

borrowers
ColumnTypeDescription
borrower_idPKINTUnique Upstart borrower identifier
borrower_nameVARCHAR(100)Borrower display name
emailVARCHAR(255)Borrower email address
loans
ColumnTypeDescription
loan_idPKINTUnique loan identifier
borrower_idINTReferences borrowers.borrower_id
statusVARCHAR(20)Loan lifecycle status
funded_atDATEDate the loan was funded
loan_amountDECIMAL(12,2)Original funded loan amount
Tablesborrowersloans
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