Dataford
Interview QuestionsInterview GuidesExperiencesCoaching
New
Pricing
Get started
Dataford
Popular roles
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Browse
Browse All RolesEvery role hub, from analyst to MLBrowse All CompaniesCompany-specific interview loopsAll Interview GuidesThe full guide library
Top questions by role
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Top questions by skill
SQLPythonStatisticsMachine LearningA/B TestingSystem DesignGenerative AIProduct SenseMetricsBehavioral
Browse all questions →Try a mock interview
Experiences
Practice
Mock InterviewsTimed interview simulations with feedbackCoaching1:1 coaching with people at your target companiesSuccess PathYour 6-week structured planModulesCurated lessons by topicWebinarsTalks from ex-Big Tech data leadsPlaygroundA free-form scratch editor
Learn
BlogInterview strategy and career adviceTech Job Market ReportHiring trends across data and AI rolesFor UniversitiesDataford for career centersAbout DatafordWho we are and how we build
Pricing
Build my plan
First and Last User Interactions
00:00
5 left

First and Last User Interactions

MediumSQL · PostgreSQL

Problem

Precisely wants to analyze user activity across its data quality and location intelligence products. Write a PostgreSQL query that reports the first and last valid interaction for every user, including users who have no valid event records.

A valid interaction must have a non-null event_type. If multiple events have the same timestamp, use the lowest event_id as the deterministic tie-breaker.

Requirements

  1. Return every user from users, including users without valid interactions.
  2. Return the timestamp and event type for each user's first and last valid interaction.
  3. Use a window function to rank events chronologically within each user.
  4. Sort the final result by user_id ascending.

Schema

users
ColumnTypeDescription
user_idPKINTEGERUnique user identifier
display_nameVARCHAR(100)User's display name
event_logs
ColumnTypeDescription
event_idPKINTEGERUnique event identifier
user_idINTEGERUser associated with the event
occurred_atTIMESTAMPTZTimestamp when the interaction occurred
event_typeVARCHAR(50)Type of interaction
sourceVARCHAR(50)Application or channel source
Tablesusersevent_logs
Interviewer

Your question is First and Last User Interactions. 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
Sign up free to run your codeLog inLn 1
Run your query to see results here.