Interactive Patient Clustering Visualization

This interactive scatter plot visualizes patient clusters based on age and serum creatinine levels, which are key indicators of kidney function and cardiovascular risk. Each dot represents an individual patient, and the color indicates their risk group:

• Cluster 0: High-risk group (older individuals with higher creatinine levels)
• Cluster 1: Moderate-risk group (middle-aged individuals with moderate creatinine levels)
• Cluster 2: Low-risk group (younger individuals with lower creatinine levels)

How to Use:

• Use the checkboxes below the plot to show or hide each cluster.
• Toggle different clusters to compare their age distribution and creatinine levels.
• Focus on specific clusters to identify high-risk patients who may need closer monitoring or early intervention.

This interactive tool is designed to help both healthcare professionals and researchers explore patterns in patient data, supporting data-driven decisions for improving patient care.