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

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🔹 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

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🔹 Format

• 5–15 minute video walkthroughs

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

• Real data from AFE Leaks database

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🔹 How to Access

• Available at Basic Insights Subscribers and above

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