Eye Care Data Analysis Final Year Project Source Code

Eye Care Data Analysis Project is a Python-based final year project developed for analyzing ophthalmology and ocular disease data using the ODIR-5K Ocular Disease Recognition dataset. This major project performs exploratory data analysis, patient demographic analysis, disease distribution analysis, gender-wise disease comparison, age-wise disease comparison, disease co-occurrence analysis, and machine learning based primary disease classification. The project supports Kaggle dataset download, manual Excel file loading, and sample data generation when the real dataset is not available. It compares machine learning models such as Random Forest, Gradient Boosting, and Logistic Regression using accuracy, F1-score, precision, and recall. This Eye Care Data Analysis source code is suitable for students who need a final year project, major project, minor project, source code, and project report based on Python, healthcare analytics, ophthalmology data analysis, and machine learning