Avian Flu Prediction Bot

1st place John Deere track, Sparkhacks 2025. City-based avian flu risk via decision tree.

About this project

Feb 2025. The project won 1st place on the John Deere track at Sparkhacks 2025. User inputs a city name; the system uses a geolocation API to get latitude and longitude. Environmental factors (temperature, bird migration patterns, recent outbreaks) are used to assess avian flu risk. A decision tree classifier determines whether the risk in the given city is High or Low, and the system displays the risk level with relevant insights.