SPATIAL DATA · URBAN RESEARCH · AI
How is the space
we live inchanging?
GG Insight uses data and maps to uncover how cities and regions are changing, and thinks through what that change means for our lives.
INSIGHTS
Spatial Data Stories
YOUTUBE
Watch the
stories
We turn the stories behind our maps and data into easy-to-follow videos.
ABOUT GG INSIGHT
GG Insight
Reading cities and regions through data and maps

We look at familiar places with new questions. Grounded in data but never limited to numbers, we think through what change in cities and regions means for our lives.
Chulmin Kim · Founder, GG Insight
cmman75@gmail.com
He built his research background in urban and regional studies at a public research institute, and holds a master's degree in urban planning and a Ph.D. in public administration. Drawing on spatial data, he analyzes change in cities, regions, and real estate, and has published 28 academic papers along with data-driven content.
- Selected for the Ministry of SMEs and Startups' Pre-Startup Package (real estate regional analysis solution)
- Encouragement Award, LH Land & Urban Data Analysis Competition
- Selected for the SH Urban Research Institute's Emerging Researcher Support Program
- Author of "Learning R Data Analysis with Public Data and Shiny, Do it!"