About

BenDiagrams is a place where I have fun, learn, and share what I’ve learned. I write about sports analytics, economic trends, and code experiments - all with a focus on real data, reuseable code, and insights.

What I Write About

  • Data Science: Python tutorials, Machine Learning, visualization, tools and workflows
  • Sports Analytics: Betting models, player props, performance predictions
  • Economic Trends: Inflation tracking, CPI analysis, macro indicators
  • Code Experiments: API integrations, Python tutorials, MLOps workflows

Every post includes reproducible code, real data sources, and interactive visualizations.

The Stack

  • Language: Python (Pandas, Plotly, scikit-learn)
  • Tools: Jupyter, Quarto, VS Code
  • Publishing: GitHub Pages, automated via GitHub Actions
  • Data Sources: College Football Data API, NBA API, FRED, odds providers

Contact

Or just drop a comment on any post.

Disclaimer

Nothing here is financial advice. All code and analysis is for educational purposes.