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Window Functions for Retention
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Window Functions for Retention

MediumSQL · PostgreSQL

Problem

Ancestry wants to understand whether users who join in January 2024 continue using the Family Tree experience. Write a PostgreSQL query to calculate monthly retention for this signup cohort from January through March 2024.

Requirements

  1. Define the cohort as users whose signup_date falls in January 2024.
  2. Count each cohort user at most once per calendar month, even if they generate multiple Family Tree events.
  3. Use a window function to deduplicate monthly activity, then return active users and retention percentage for months 0, 1, and 2 relative to signup cohort month.
  4. Include months with zero activity and order results chronologically.

Schema

users
ColumnTypeDescription
user_idPKINTUnique Ancestry user identifier
signup_dateDATEDate the user created an Ancestry account
product_events
ColumnTypeDescription
event_idPKINTUnique product event identifier
user_idINTUser associated with the event
event_atTIMESTAMPTimestamp when the event occurred
surfaceVARCHAR(50)Ancestry product surface generating the event
Tablesusersproduct_events
Interviewer

Your question is Window Functions for Retention. Start with the requirements and the two tables in the Question tab.

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CodePostgreSQL
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