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Rolling 30-Day Defaults by Region

MediumSQL · PostgreSQL00:00
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Your question is Rolling 30-Day Defaults by Region. Start with the requirements and the two tables on the right.

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Problem

Using a window function, how would you calculate the rolling 30-day average of loan defaults per region?

Use the regions and loan_defaults tables. Include only records whose status is DEFAULTED. The average should consider default counts by region and default date over the current date and preceding 29 calendar days.

Output

  1. One row per region and date with at least one default.
  2. Columns: region_name, default_date, daily_defaults, and rolling_30_day_avg.
  3. Sort by region_name, then default_date ascending.

Schema

regions
ColumnTypeDescription
region_idPKINTUnique regional identifier
region_nameVARCHAR(50)Name of the lending region
loan_defaults
ColumnTypeDescription
default_idPKINTUnique default event identifier
region_idINTRegion associated with the loan
default_dateDATEDate of the loan status event
default_statusVARCHAR(20)Status of the loan event
Tablesregionsloan_defaults
Your solutionPostgreSQL
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