Price analysis of 100,000 new and used cars from 2022

SHAP values of car age, mileage, brand, and more

For a follow-up analysis of my previous story, Which factors form the used car price? SHAP values based on the Kaggle vehicle dataset | by Dmytro Iakubovskyi | Sep, 2022 | Medium, I have found a much larger public dataset that contains detailed data for more than 100 thousand cars available for sale in 2022. Full details of the analysis can be found in this public Kaggle notebook.