Ultimate Knowledge Coin (UKC): Final Clean Research Dataset for Historical Backtesting, Historical Calibration, Reality-Mirroring, and Four-Generation Scenario Analysis (Version 1.0)

This dataset documents the computational research framework developed for the Ultimate Knowledge Coin (UKC) concept. It includes historical market-proxy backtesting, historical calibration experiments, reality-mirroring simulations, four-generation scenario analyses, visualization figures, metadata, and reproducibility materials. The archive contains structured datasets (CSV), figures (PNG), manifests, README documentation, and integrity records generated from the accompanying computational workflow. The included analyses explore model behavior under specified assumptions and provide reproducible outputs for inspection and further research. The dataset is intended as a computational research and modeling resource. It should be interpreted as exploratory analysis rather than evidence of real-world deployment, guaranteed economic outcomes, or investment performance.