# Kunming
## 📌 📊 Snapshot
- **Data refreshed:** 2026-03-31
- **Source ranking:** Top100 baseline rank: #43 from Wikipedia urban population table.
### Key Metrics
| Metric | Score | Confidence |
|--------|-------|------------|
| City Development | 78 | 68% |
| Transport | 74 | 58% |
| Air Quality | 64 | 50% |
| Cost of Living | 67 | 56% |
| Tourism & Culture | 76 | 60% |
| Visa/Admin Friction | 72 | 50% |
## 📌 📍 City Overview
**Kunming** is a major city in China. This profile aggregates data from Wikipedia, ChinaData, and community sources.
## 📌 🗺️ Geography
- **Region:** China
- **Coordinates:** TBD
- **Area:** TBD km²
- **Districts:** TBD
## 📌 💰 Economy
- **Development Score:** 78/100
- **GDP (nominal):** TBD
- **GDP per capita:** TBD
- **Key Industries:** TBD (technology, manufacturing, finance, tourism)
- **Major Ports:** TBD
- **Foreign Investment:** TBD
## 📌 👥 Demographics
- **Urban Population:** TBD
- **Metro Population:** TBD
- **Population Density:** TBD/km²
- **Foreign Residents:** TBD
- **Age Structure:** TBD
## 📌 🚇 Infrastructure
- **Transport Score:** 74/100
- **Metro System:** TBD lines, TBD stations, daily ridership TBD
- **Airports:** TBD (international + domestic)
- **High-Speed Rail:** TBD stations, connections to major cities
- **Bus Network:** TBD
- **Bike Sharing:** TBD
## 📌 🎓 Education
- **Top Universities:** TBD
- **International Schools:** TBD
- **Research Institutes:** TBD
## 📌 🏥 Healthcare
- **Top Hospitals:** TBD
- **Healthcare Quality:** TBD
- **International Clinics:** TBD
## 📌 🎭 Culture & Tourism
- **Tourism & Culture Score:** 76/100
- **UNESCO Sites:** TBD
- **Museums:** TBD
- **Theaters & Performance:** TBD
- **Annual Festivals:** TBD
## 📌 🍜 Cuisine
- **Signature Dishes:** TBD
- **Food Streets/Markets:** TBD
- **Regional Specialties:** TBD
## 📌 🌤️ Climate
- **Air Quality Score:** 64/100
- **Climate Type:** TBD
- **Avg Temperature:** TBD
- **Annual Precipitation:** TBD
- **Best Time to Visit:** TBD
## 📌 🏛️ Historical Timeline
- **Ancient:** TBD
- **Imperial Era:** TBD
- **19th Century:** TBD
- **20th Century:** TBD
- **Reform & Opening:** TBD
- **Modern:** TBD
## 📌 🔗 Data Sources & Confidence
- Top100 baseline rank: #43 from Wikipedia urban population table.
- City-level indicator hydration pipeline registered from ChinaData API docs and China APIs catalog.
- Metric strip uses cached snapshot strategy and is refreshed by data sync scripts.
**Metric Sources:**
- cityDevelopment: ChinaData + Wikipedia synthesis baseline
- transport: China APIs discovery + baseline proxy
- airQuality: Open Meteo/AQ + source catalog policy
- costOfLiving: ChinaData dataset baseline
- tourismCulture: Wikipedia + city guide corpus
- visaAdminFriction: China APIs + policy workflow baseline
## 📌 📊 Full Metrics
| Metric | Value | Unit | Note |
|--------|-------|------|------|
| cityDevelopment | 78 | score_0_100 | Rank-adjusted development proxy derived from Top100 baseline... |
| transport | 74 | score_0_100 | Transport proxy follows development rank until city-specific... |
| airQuality | 64 | score_0_100 | Environment placeholder proxy; replace with city AQI ingesti... |
| costOfLiving | 67 | score_0_100 | Cost proxy baseline; replace with city-specific basket data ... |
| tourismCulture | 76 | score_0_100 | Tourism/culture proxy baseline from city prominence and guid... |
| visaAdminFriction | 72 | score_0_100 | Administrative ease proxy baseline pending city-specific vis... |
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*This page is auto-generated. Some sections are placeholders and will be filled as data becomes available.*
