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financial-ratios

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End-to-End Python implementation of the Heuristic-Augmented Financial Risk Index (HAFRI) framework from Abdullah et al. (2025). Processes expert surveys and financial statements to generate composite risk scores, enabling robust ranking of fiscal periods through hierarchical decomposition and consistency validation.

  • Updated Dec 7, 2025
  • Jupyter Notebook

This Python-based application leverages the Yahoo Finance API to evaluate companies in the United States. It retrieves financial data, including stock prices, market capitalization, and historical performance metrics. The tool provides insights and analysis, allowing users to make informed investment decisions. With its user-friendly interface, it.

  • Updated May 26, 2024
  • Jupyter Notebook

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