⚙️ Scatter Plot (Horsepower vs MPG)

Understand the Relationship Between Horsepower, MPG, and Weight

This scatter plot shows how horsepower and weight affect fuel efficiency, helping reveal design trade-offs. We used this chart because it clearly shows the negative correlation between horsepower and MPG, highlighting how performance impacts efficiency.

Key Insights:

• All cars → As horsepower increases, MPG decreases (negative correlation).
• American cars → High horsepower, generally lower MPG.
• Japanese cars → Lower horsepower, consistently higher MPG.
• European cars → Balanced horsepower, moderate to good fuel efficiency.

This helps compare how regions prioritize power, weight, and fuel economy in their car designs.