**Welcome to the 2024 Kaggle Playground Series!** We plan to continue in the spirit of previous playgrounds, providing interesting and approachable datasets for our community to practice their machine learning skills, and anticipate a competition each month. **Your Goal:** The goal of this competition is to predict the probability of a region flooding based on various factors.