GSC-X Astronomy Factory V1 – Complete JWST Spectral Morphology Analysis Dataset

GSC-X Astronomy Factory V1 is a reproducible astronomical spectroscopy framework developed for the analysis of publicly available calibrated James Webb Space Telescope (JWST) observations. This dataset contains the complete analytical results generated from calibrated JWST X1D FITS (Extract1D) spectra processed by GSC-X Astronomy Factory V1. The released materials include derived analytical outputs only. No original JWST observations are redistributed. The dataset includes: Complete Result Summary Spectral morphology analysis Morphological fingerprints Pairwise similarity analysis Candidate spectral structures Validation statistics Scientific metadata Reproducible processing summaries The purpose of this dataset is to support reproducible astronomical spectroscopy research and provide openly accessible analytical results generated by GSC-X Astronomy Factory V1. Version 2 adds scientific visualization material, including complete dataset overview and graphical summaries of the Top 10 and Top 50 analyzed objects. These visualizations are provided as derived presentation material accompanying the analytical results.