Demographic analysis
Demographic Analysis Lab
Turn census-adjacent inputs, platform reach estimates, and mobility hints into decision-grade segments.
Program narrative
Demographic Analysis Lab pairs geography-aware cuts with integrity checks so your targeting decks do not overfit platform defaults. We practice reconciling vendor reach with first-party counts and documenting where uncertainty lives.
Included elements
- Hands-on reconciliation workbook for platform vs owned data
- Guided tour of KR-relevant public statistics with sourcing notes
- Scenario drills for overlapping segments and dedupe logic
- Office hours on sampling bias when using short campaigns
- Narrative frames for leadership updates without false precision
- Mini toolkit for translating segments into buying briefs
- Sandbox exercises with anonymized regional retail data
Outcomes you can evidence
- Produce a segment map with explicit confidence notes per cell
- Deliver a one-page executive brief with three actionable cuts
- Adopt a quarterly refresh ritual shared with media partners
Lead mentor
Sora Han
Lead instructor specializing in geo-aware audience planning for growth squads.
FAQ
We demonstrate concepts with open references and anonymized samples. Any paid vendor remains your procurement decision.
Participant notes
Demographic Analysis Lab finally gave us language for why two zip clusters behaved differently despite identical age splits.
Eunji · Media buyer · Google
Scenario drills on dedupe were the spine of the course. Still humming the reconciliation worksheet template.
T. Park · B2B SaaS · 5/5
Client in logistics: appreciated the honesty about thin samples in rural cells.
Anonymous cohort member