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| title: NAICS Contagion Map |
| emoji: 🌍 |
| colorFrom: indigo |
| colorTo: purple |
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| pinned: true |
| license: mit |
| short_description: Mapping the $1.1T physical economy visibility gap |
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| # 🌐 Mapping the Physical Economy's Shadow Cascades |
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| ### 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. |
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| ### 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. |
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| ## 🚀 v1.0.0 Release Live on GitHub! |
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| 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. |
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| **👉 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) |
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| **[ 🛠️ Explore the Open Source Repo ](https://github.com/Plainr25/manufacturing-contagion-map)** |
