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production-networks

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chirindaopensource / global_production_network_mapping

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End-to-end Python framework implementing O'Clery et al.'s (2025) methodology for mapping global supply chains. Constructs a high-resolution digital twin of global production networks from 1B+ firm transactions. Features community detection, centrality analysis, and econometric diversification prediction models.

python data-science machine-learning big-data supply-chain community-detection network-science network-inference networkx econometrics graph-theory economic-development statistical-modeling supply-chain-analytics digital-twin global-trade economic-complexity research-reproducibility production-networks
  • Updated Aug 22, 2025
  • Jupyter Notebook

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