Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started
Compute Month-over-Month Retention
00:00
5 left

Compute Month-over-Month Retention

HardSQL · PostgreSQL

Problem

Write a SQL query to find the month-over-month retention rate of users across our digital properties.

Use the users and user_activity tables. A user is active in a month when they have at least one activity event for a property. Calculate retention separately for each property and month, excluding months without an active prior month.

Output

  1. One row per property and month with an active prior month
  2. Columns: property_name, activity_month, current_month_users, retained_users, prior_month_users, and retention_rate
  3. retention_rate is retained users divided by prior-month users
  4. Sort by property_name, then activity_month ascending

Schema

users
ColumnTypeDescription
user_idPKINTUnique user identifier
emailVARCHAR(255)User email address
created_atDATEDate the user account was created
user_activity
ColumnTypeDescription
activity_idPKINTUnique activity event identifier
user_idINTUser associated with the activity event
property_nameVARCHAR(100)Red Ventures digital property where activity occurred
activity_atTIMESTAMPTimestamp of the activity event
Tablesusersuser_activity
Interviewer

Your question is Compute Month-over-Month Retention. Start with the requirements and the two tables in the Question tab.

Run and submit as often as you like. When you're ready, talk me through your approach or go straight to the code.

You need to log in / sign up to run or submit.
CodePostgreSQL
You need to log in / sign up to run or submit.Ln 1
Run your query to see results here.