JGK
Gabe Kozielec

Unconventionals Natural Gas

Python automation for well-data reporting

Jun–Jul 2023, May–Aug 2025

Converted 7,000+ well PDFs into CSV files and mapped 254 well paths in ArcGIS.

Representative photograph, not this project: a pumpjack at an oil well on flat ground.

Stand-in, not this project · Quintin Soloviev · CC BY 4.0 · cropped

Used here

Tools

  • Python
  • PDF extraction
  • CSV formatting
  • ArcGIS

What I did

  • Developed Python tools to extract well data from 7,000+ PDFs into CSV files adopted by accounting.
  • Mapped 254 well paths in ArcGIS as part of work that recovered $30K+ in revenue and saved three hours per township across 20 townships.
  • Entered and checked six months of well records.