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DATA INVENTORY REPORT
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Generated: 2025-11-05T08:49:43.757347

EXISTING DATA (READY TO USE)
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PAN STARRS
  Status: FOUND
  Quality: EXCELLENT - 1048 supernovae with full systematics
  Scale: Cosmic (Gpc distances, dark energy)
  Use: Validate emergent cosmology, dark energy density prediction

MICRO SCALE
  Status: FOUND
  Quality: GOOD - GPU-optimized symbolic fits
  Scale: Micro (Planck scale, fundamental constants)
  Use: Validate dimensional DNA operator against CODATA

HDGL PRECISION
  Status: FOUND
  Quality: EXCELLENT - 10,000 point spiral with analog precision
  Scale: Multi-scale (geometric recursion)
  Use: High-precision validation of φ-recursive structure

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MISSING DATA (MUST ACQUIRE)
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ligo_gw
  Priority: CRITICAL
  Source: N/A
  URL: N/A

LIGO Gravitational Waves
  Priority: CRITICAL
  Source: GWOSC (Gravitational Wave Open Science Center)
  URL: https://gwosc.org
  Install: pip install gwosc

CODATA 2022 Fundamental Constants
  Priority: HIGH
  Source: NIST CODATA
  URL: https://physics.nist.gov/cuu/Constants/

Planck CMB Power Spectrum
  Priority: MEDIUM
  Source: ESA Planck Legacy Archive
  URL: https://pla.esac.esa.int

SDSS Galaxy Redshifts
  Priority: LOW (optional)
  Source: Sloan Digital Sky Survey
  URL: https://www.sdss.org/dr17/

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NEXT STEPS
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1. Run: python download_data.py
2. Install GWOSC: pip install gwosc
3. Verify data: python gut_data_analysis.py --check
4. Build Docker: docker build -t gut-testing .
5. Run tests: docker run gut-testing