🏈 College Football Data Starter Pack
🔥 Launch Price: $39 (normally $49) - Limited Time!
Skip the grunt work. Start your college football analytics project with a complete foundation of clean, structured historical data and custom-built code examples.
✅ What’s Inside
- 🗂️ Structured CSVs - game, drive, play, and season-level data
- 📊 Advanced Team Stats - custom EPA, success rate, explosiveness, havoc, and more
- 🧠 12 Jupyter Notebooks - guided walkthroughs showing how to:
- Build team rankings
- Predict game outcomes
- Create team similarity models
- Compare offenses vs. defenses
- Visualize metric distributions
- Apply opponent adjustments (SRS-style)
- Build drive efficiency dashboards
- 📘 PDF Guides - Full Data Dictionary + Notebook Overview
- 🧾 Team & Conference Metadata
- 📅 Historical Coverage:
- Game results back to 1869
- Play-by-play and team stats back to 2005
⚡ Why This Starter Pack Exists
Getting started with college football data can be overwhelming.
- Dozens of API endpoints
- Thousands of API calls
- Constant questions like “How do I model this?” or “Where do I even start?”
This Starter Pack changes all that.
It gives you:
- A massive head start with comprehensive, historical data
- Real, working code examples for modeling and analysis
- A way to save your monthly API call quota and get productive immediately
Whether you’re building a predictive model, dashboard, or just exploring for fun, this pack will save you hours (or days) of setup.
🧩 Designed For:
- Data scientists & model builders 🧮
- Football bloggers & hobbyists ✍️
- Academic researchers 📚
- Betting modelers & analytics nerds 🎯
🎁 Limited Time: $39 Launch Price
After launch, this will increase to $49. Grab it early while it’s available.
🛑 License & Usage
This Starter Pack is based on factual game information and public data sources. Any proprietary data is excluded. Derived metrics (e.g., EPA, success rates) are original, created by CollegeFootballData.com.
This product is not affiliated with or endorsed by the NCAA, it's affiliate universities, or any other organization.
This Starter Pack is for personal use only by the original purchaser. Redistribution, resale, or public sharing of any part of this package is strictly prohibited. By purchasing, you agree to these terms.
🗂️ Full Breakdown on what's included
❓ Does this include player-level stats?
Not in this pack — and that’s intentional.
The CFBD Starter Pack focuses on team-level data, which is the foundation for building rankings, models, and dashboards. It includes:
📂 Clean, historical game/drive/play data
📊 Advanced team metrics
🧠 12 Jupyter notebooks to guide analysis
For most modelers, this is where the real insight starts.
It’s fast, clean, and powerful — and gets you building right away.
❤️ Thank you for supporting a fully independent, community-driven analytics project.
A complete historical CFB data pack + 12 Jupyter notebooks to kickstart your modeling, analysis, and insights.