Data-Analysis-project-FCC---Medical-Data-Visualizer

Description

This project involves visualizing and analyzing medical examination data. The goal is to explore the relationships between:

• Cardiac disease
• Body measurements
• Blood markers
• Lifestyle choices

Key Features

• Data cleaning and preprocessing.
• Adding a new feature: BMI-based "overweight" classification.
• Generating visualizations using Matplotlib and Seaborn:
  • Categorical Plot: Visualizing counts of good/bad outcomes.
  • Heatmap: Showing correlations between medical features.

Files

• medical_data_visualizer.py: Python script for data analysis and visualization.
• test_module.py: Test cases for functionality.
• catplot.png: Categorical plot image.
• heatmap.png: Heatmap image.

Example Outputs

Categorical Plot

Heatmap

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License

This repository is licensed under the MIT License. Feel free to use and modify the code as needed.

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Acknowledgements

Special thanks to my learning platform and mentors for guiding me through these projects.