Tutorials for Oil & Gas Analysis, Valuation, and R Coding geared towards industry professionals

Learn how to value shale assets, forecast production, clean messy SEC/XBRL filings, and work with upstream data in R — from someone who's done it at the institutional level.

🔹 Who It’s For

  • Finance professionals trying to understand E&P models

  • Engineers and analysts looking to automate workflows

  • Substack readers curious about how AFE Leaks builds tools

  • Self-taught coders seeking real-world energy datasets

🔹 What You'll Learn

Examples of upcoming tutorials:

  • 💰 How to build a DCF valuation model for shale assets

  • 📦 Cleaning and joining SEC/XBRL financial data in R

  • 🌎 Mapping operator acreage using shapefiles + Leaflet

  • 🛢️ Analyzing cost-per-foot trends using highcharter

  • 🔁 How to build a production forecast model from public data

🔹 Format

  • 5–15 minute video walkthroughs

  • Step-by-step code examples (mostly R)

  • Real data from AFE Leaks database

🔹 How to Access

  • Available at Basic Insights Subscribers and above

    Get more from AFE Leaks in the Substack app
    Available for iOS and Android