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SQL Window Functions for Campaign Ranking
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SQL Window Functions for Campaign Ranking

MediumSQL · PostgreSQL

Problem

How would you write a SQL query using window functions to rank campaigns by performance within each advertiser and calculate running totals over time?

Use total conversions as the performance measure, based on daily campaign metrics.

Output

  1. One row per advertiser, campaign, and metric date.
  2. Return advertiser_id, advertiser_name, campaign_id, metric_date, daily_conversions, total_conversions, campaign_rank, and running_conversions.
  3. Rank campaigns within each advertiser by total conversions descending, with ties sharing a rank. Order by advertiser, rank, campaign, and date.

Schema

advertisers
ColumnTypeDescription
advertiser_idPKINTUnique advertiser identifier
advertiser_nameVARCHAR(100)Advertiser display name
campaigns
ColumnTypeDescription
campaign_idPKINTUnique campaign identifier
advertiser_idINTAdvertiser that owns the campaign
campaign_nameVARCHAR(120)Campaign display name
campaign_daily_metrics
ColumnTypeDescription
metric_idPKINTUnique daily metric record identifier
campaign_idINTCampaign associated with the metric
metric_dateDATEDate of the campaign metric
conversionsINTConversions attributed to the campaign on the date
Tablesadvertiserscampaignscampaign_daily_metrics
Interviewer

Your question is SQL Window Functions for Campaign Ranking. Start with the requirements and the three tables in the Question tab.

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CodePostgreSQL
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