Community Showcase: Cardiovascular Analysis

We’re thrilled to feature Vignesh Sundaram in this edition of the Preswald Community Showcase! 🎉 They’ve built an awesome Preswald app that visualizes cardiovascular health trends and heart attack risk factors across different demographics in India.

Project Overview

Project Name: Heart Risk Prediction Dashboard

Built by: Vignesh Sundaram

Dataset: The dataset contains health records from individuals across India, including age, gender, blood pressure (systolic & diastolic), cholesterol levels, heart attack risk scores, and medical history.

Description:
This project analyzes key heart health indicators such as systolic blood pressure, heart attack risk, cholesterol levels, and age distribution. It features an interactive correlation heatmap to reveal relationships between key health metrics and an aggregated risk analysis by state. Users can explore gender-based differences in blood pressure, age distributions, and heart attack history using dynamic visualizations. The app also includes an interactive bubble chart with a customizable Y-axis, allowing users to investigate health trends based on age and other key metrics.

Huge Thanks to Vignesh Sundaram!

A big thank you to Vignesh Sundaram for sharing their work and inspiring the Preswald community! Want to see more of their work? Check them out on LinkedIn or GitHub.

Want to Contribute?

Got a cool idea for a Preswald app? We’d love to see it!

Happy building! 🚀