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title: NAICS Contagion Map
emoji: 🌍
colorFrom: indigo
colorTo: purple
sdk: static
pinned: true
license: mit
short_description: Mapping the $1.1T physical economy visibility gap
---
# 🌐 Mapping the Physical Economy's Shadow Cascades
### The $1.1 Trillion Contagion Risk
There is a systemic visibility gap between financial markets (GICS) and the physical economy (NAICS). This blind spot creates **$1.1 trillion in direct exposure** that destroys value for the physical economy every year.
### Our Solution: The NAICS Contagion Map
We have open-sourced a multi-dimensional contagion graph that bridges the gap between raw commodities and financial sectors.
* **346 Nodes** mapped from Tier 4 (Raw) to Tier 1 (Supplier).
* **1,100+ Relational Edges** visualizing systemic risk paths.
* **Heuristic Logic** for NAICS-to-GICS deterministic mapping.
## 🚀 v1.0.0 Release Live on GitHub!
Want to run local offline analytics on this contagion model? We have open-sourced safe masked baselines and our physical-to-financial crossover explorer scripts (mapping NAICS to GICS) directly on GitHub.
**👉 Get the code: https://github.com/Plainr25/manufacturing-contagion-map**
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### [ 📊 Launch the Interactive Dashboard ](https://huggingface.co/spaces/Plainr-26/README)
**[ 🛠️ Explore the Open Source Repo ](https://github.com/Plainr25/manufacturing-contagion-map)** |