Used Car Market Competition Analysis for Multiple Used-Car Business Ventures
By Syed Ahmed Basharat Ali.
Scraped used-car listings and built an interactive Tableau dashboard on pricing, models, mileage and regional trends.
Challenge
The task was to analyze used-vehicle market trends from scraped listings, focusing on pricing and features, for multiple used-car business ventures.
Approach
- Scraped used-car data from online sources with Selenium, collecting model, price, mileage and specifications.
- Cleaned and explored the data to find patterns.
- Built an interactive dashboard so the trends and distributions could be explored directly.
Results
- A dashboard covering 84,012 car listings, with an average mileage of 85,537 km.
- Views of price distributions, popular models, the relationship between mileage and price, and regional variation.
Technologies
Python (Selenium, pandas, NumPy), SQL, Tableau.
Impact
Gave the ventures a shared, explorable view of the used-car market to inform buying and selling decisions.