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Attribution With 24-Hour Window
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Attribution With 24-Hour Window

MediumSQL · PostgreSQL

Problem

Given a table of ad impressions and a table of user conversions, write a query to attribute conversions to the most recent ad impression within a 24-hour window.

Use inclusive 24-hour boundaries and resolve equal-time impression ties using the highest impression_id. Exclude conversions without a qualifying impression.

Output

  1. One row per attributed conversion with conversion_id, user_id, conversion_time, impression_id, and impression_time.
  2. Order by conversion_time, then conversion_id.

Schema

ad_impressions
ColumnTypeDescription
impression_idPKINTUnique identifier for the ad impression
user_idINTIdentifier of the user exposed to the ad
impression_timeTIMESTAMPTimestamp when the ad impression occurred
user_conversions
ColumnTypeDescription
conversion_idPKINTUnique identifier for the conversion
user_idINTIdentifier of the converting user
conversion_timeTIMESTAMPTimestamp when the conversion occurred
Tablesad_impressionsuser_conversions
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