🔗 Parallel Coordinates

Cluster Vehicles by Performance and Design Attributes

This plot shows how car attributes (MPG, horsepower, weight, cylinders) vary across different cars. Each line represents a car, connecting its values across all attributes.

Key Insights:

• High MPG cars → lighter, lower horsepower.
• Heavy cars → more cylinders, lower MPG.

Origin Filter reveals:

• Japanese → light, efficient, mostly 4-cylinder.
• American → heavy, powerful, 6–8 cylinders.
• European → balanced mix of performance and efficiency.

This visualization helps compare design trade-offs across regions, showing how manufacturers prioritize weight, power, and fuel efficiency.