Car Prices

Overview

Project focus

Explore car pricing patterns across brands and countries.

  • Target (regression): Price_USD
  • Label (classification): Price_Category
Dataset quick stats

Price range uses display currency from EDA tab. Rates are approximate.

EDA

Current filter state
Vehicles in selection
Average price
Average Price by Fuel Type

Click bars to filter the EDA view by fuel type. Click again to clear.

Average Price by Brand

Click bars to filter the EDA view by brand. Clear the selection by clicking the active bar again or clicking empty space.

Engine Size vs. Performance Efficiency

Trend by fuel type (Electric excluded from trend). Click legend to highlight. Efficiency = normalized mileage & power (0–1).

Average Performance Efficiency by Fuel Type

Higher = better. Hybrid vs Standard Fuel.

Horsepower vs Price

Trend lines by fuel type; top-priced vehicles labeled. Click legend to highlight.

AI Assistant

Filtered Data
AI query result state
Engine Size vs. Efficiency (AI Filtered)
Avg Efficiency: Hybrid vs Standard (AI Filtered)
Average Price by Fuel Type (AI Filtered)