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  1. Skills
  2. /
  3. nomadamas
  4. /
  5. k-skill
  6. /
  7. Seoul Density

Seoul Density

Editor's Note

Pulls real-time crowd density for 121 hotspots in Seoul using the city's open data API, based on KT and SKT cell signal estimates updated every 5 minutes. You ask "how crowded is Gangnam Station right now" and get back a congestion level (clear, normal, somewhat crowded, crowded) plus estimated population range. Data runs about 15 minutes behind and goes dark between 1-5am. The implementation is a single Python script with no external dependencies that routes through a proxy so you don't need your own API key. Smart for anyone building location-aware apps in Seoul or just trying to avoid the crowds at Hongdae on a Saturday night.

Install

npx skills add https://github.com/nomadamas/k-skill --skill seoul-density
Votes
0
Installs474
GitHub Stars5.3k
Categories
Marketing & SEO
First SeenJun 3, 2026
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