Structural Spider Theory (Faraji 2025): Unified Systemic Collapse Model — Data, Code, and Reproducible Simulations Archive

This repository contains the complete dataset, codebase, simulation outputs, and reproducibility materials for Structural Spider Theory (Faraji 2025) — a unified dynamical framework proposed to model, reproduce, and prevent large-scale systemic catastrophes across finance, education, and epidemiology using a single deterministic equation with a universal constant (k = 8). The archive includes: Full Python implementation of Faraji’s Systemic Spider Equation All adjacency matrices (financial, educational, global mobility) Historical time-series used for empirical validation 500,000 Monte-Carlo simulations (HDF5) Scripts for computing R², confidence intervals, bootstrap analysis, and spectral-radius dynamics Reproducibility notebook (Colab-compatible) Supplementary figures, extended data, and all robustness checks Code for generating the seven Faraji systemic indicators (Reach, VSI, DBI, CPI, T₉₀, R_max(t), and PE) This archive ensures full transparency, reproducibility, and independent validation of all results submitted in the manuscript Structural Spider Theory: A Unified Framework for Preventable Systemic Catastrophes (Faraji 2025).