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Analyzed a diabetes dataset by cleaning the data and applying machine learning models including K-Nearest Neighbors (KNN), Decision Tree, and Logistic Regression using Scikit-learn. Evaluated model performance with metrics such as accuracy, precision, recall, and F1-score to predict diabetes outcomes.