**Hey everyone!
I built **PLForecast** — a Premier League season simulator for the 2025/26 campaign.
**Live app:** https://plforecast.streamlit.app/
What it does
The app runs probabilistic simulations across the full 38-game season to produce:
- **Title race probabilities** — which clubs are most likely to finish 1st
- **Top 4 odds** — Champions League qualification chances per club
- **Relegation risk** — survival probabilities for the bottom clubs
- **Expected points table** — a season-wide xP standing
Tech stack
- **Python** + **Streamlit** for the app layer
- **Monte Carlo simulation** for probabilistic outcomes
- Season fixtures and historical form data as simulation inputs
What’s next
- Fixture-level drill-down views
- Form-weighted simulation inputs
- Scenario filters (e.g. “What if Arsenal win their next 5?”)
Would love any feedback — especially on the simulation methodology or UI improvements, for the upcoming 2026-2027 season!**