NFL Momentum Analyzer

Analyze NFL game momentum through play-by-play data visualization.

Features

• Event-based momentum calculation - Touchdowns, turnovers, sacks, and big plays all contribute to momentum shifts
• Interactive charts - Visualize momentum swings throughout the game
• Shareable links - Create links to share momentum graphs with others
• Export options - Download as PNG or SVG

Tech Stack

• Backend: Python + FastAPI
• Frontend: SvelteKit + TailwindCSS + Chart.js
• Database: PostgreSQL
• Data Source: nflfastR via nfl_data_py

Quick Start

Prerequisites

• Python 3.10+
• Node.js 18+
• PostgreSQL 14+

Backend Setup

cd backend

# Create virtual environment
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

# Copy environment file and configure
cp .env.example .env
# Edit .env with your database credentials

# Run the server
uvicorn app.main:app --reload

Frontend Setup

cd frontend

# Install dependencies
npm install

# Run dev server
npm run dev

Load NFL Data

cd backend

# Load a specific season
python -m app.scripts.backfill --seasons 2024

# Or load last 5 years
python -m app.scripts.backfill --all-recent

API Endpoints

Games

• GET /api/games/seasons - Get available seasons and weeks
• GET /api/games/{season}/{week} - Get games for a week
• GET /api/games/game/{game_id} - Get game details

Momentum

• GET /api/momentum/{game_id} - Get momentum data
• GET /api/momentum/{game_id}/export/png - Download PNG
• GET /api/momentum/{game_id}/export/svg - Download SVG

Sharing

• POST /api/share/{game_id} - Create share link
• GET /api/share/{share_code} - Get shared graph

Momentum Algorithm

The momentum score is calculated based on play-by-play events:

Decay: Momentum loses ~8% per play to reflect recency Streak Bonus: Consecutive positive events multiply momentum (up to 1.5x)

Deployment

Railway (Backend + PostgreSQL)

1. Create a new Railway project
2. Add PostgreSQL database
3. Deploy backend from GitHub
4. Set DATABASE_URL from Railway's PostgreSQL

Vercel (Frontend)

1. Import repository to Vercel
2. Set root directory to frontend
3. Add environment variable VITE_API_URL pointing to Railway backend

License

MIT