Data cleaning and preprocessing (remove invalid values)

Preliminary analysis using pie chart (manufacturer), time series (year of make), and bar chart (count of types)

Regional level analysis (local avg. car price and top brand) using interactive maps

Correlation analysis using heatmaps (price contributors v. price and colors v. price)

Business insights for each chart