This visualization explores how clinical attributes contribute to heart failure risk using the Kaggle heart-failure-prediction dataset. Two interactive charts examine gender differences and the impact of factors like age, chest pain type, and maximum heart rate on disease outcomes. The code loads data from a CSV file, converts numeric fields, and renders visualizations using JavaScript within a VizHub iframe. The example demonstrates data parsing and chart construction without specifying particular D3 API calls in the visible code.