Heart Disease Risk Dashboard
Comprehensive analytics from 1,025 patient records
Data processed with Apache Hive and visualized with Chart.js
Heart Disease Rate by Age Group
Younger patients show unexpectedly higher disease rates
Heart Disease Rate by Sex
Females show 72% prevalence versus 42% in males
Heart Disease Rate by Age and Sex
Females display U-shaped pattern; males show linear decline
Risk Level Distribution (Rule-based Score)
Medium-risk dominates at 50%, with low-risk at 41% and high-risk at
9%