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
SQL for Top Converting Sources
00:00
5 left

SQL for Top Converting Sources

MediumSQL · PostgreSQL

Problem

Write a query to find the top 3 converting lead sources for each region over the last 30 days. Use created_at to define the period and converted = TRUE to identify conversions.

Output

  1. One row per qualifying region and lead source
  2. Columns: region_name, source_name, total_leads, converted_leads, conversion_rate, and source_rank
  3. Include at most three sources per region, ordered by region and rank, with conversion rate descending and source name as the tie-breaker

Schema

regions
ColumnTypeDescription
region_idPKINTUnique region identifier
region_nameVARCHAR(100)Region name
lead_sources
ColumnTypeDescription
source_idPKINTUnique lead source identifier
source_nameVARCHAR(100)Marketing or referral source name
leads
ColumnTypeDescription
lead_idPKINTUnique lead identifier
region_idINTAssociated region identifier
source_idINTAssociated lead source identifier
created_atDATEDate the lead was created
convertedBOOLEANWhether the lead converted
Tablesregionslead_sourcesleads
Interviewer

Your question is SQL for Top Converting Sources. 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
Sign up free to run your codeLog inLn 1
Run your query to see results here.