---
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 'Kill Switch'
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.

---

### [ 📊 Launch the Interactive Dashboard ](https://huggingface.co/spaces/Plainr-26/README)

**[ 🛠️ Explore the Open Source Repo ](https://github.com/Plainr25/manufacturing-contagion-map)**