Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started
SQL for Full Funnel Conversion
00:00
5 left

SQL for Full Funnel Conversion

MediumSQL · PostgreSQL

Problem

How would you write a SQL query to find students who opened an email, clicked a link, and then submitted an application?

Use the provided student, email event, and application records. A valid sequence requires the click to occur after the open and the submitted application to occur after the click.

Output

  1. One row per qualifying student with student_id, student_name, opened_at, clicked_at, and submitted_at.
  2. Include only students with a complete valid sequence.
  3. Sort by student_id ascending.

Schema

students
ColumnTypeDescription
student_idPKINTUnique student identifier
full_nameVARCHAR(100)Student's full name
email_addressVARCHAR(255)Student email address
email_events
ColumnTypeDescription
event_idPKINTUnique email event identifier
student_idINTStudent associated with the event
campaign_idVARCHAR(30)Email campaign identifier
event_typeVARCHAR(20)Email interaction type
event_timeTIMESTAMPTime when the interaction occurred
applications
ColumnTypeDescription
application_idPKINTUnique application identifier
student_idINTStudent associated with the application
statusVARCHAR(20)Current application status
submitted_atTIMESTAMPApplication submission timestamp
Tablesstudentsemail_eventsapplications
Interviewer

Your question is SQL for Full Funnel Conversion. Start with the requirements and the three 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.