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economic-development

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Categorize the countries using ML algorithms (PCA dimension reduction and PAM clustering) with socio-economic and health factors that determine the overall development of the country. Then we can suggest the countries which HELP (international humanitarian Non-Governmental Organization) needs to focus on the most.

  • Updated Nov 25, 2024
  • R

By using dynamic panel models, I provide a macro-level understanding of the relationships between a country in conflict, not in conflict, and whether this affects the economic performance in the short and long-term.

  • Updated Jul 10, 2024

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.

  • Updated Aug 22, 2025
  • Jupyter Notebook

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