Implementation of Machine Learning Algorithms to Predict Used Car Prices in Indonesia

This dataset consists of used car listings that were obtained through web scraping from online automotive marketplaces in Indonesia, including Mobil123 and OLX. The dataset was created as part of a research paper titled "Implementation of Machine Learning Algorithms to Predict Used Car Prices in Indonesia." The data were gathered between May and October 2025 to accurately represent the actual market prices and trends in Indonesia's used car industry. The information contained in each record pertains to a single used car listing and encompasses the following: brand, model, variant, production year, mileage, transmission type, gasoline type, engine capacity, color, body type, price, location, and etc. The Python libraries BeautifulSoup and Selenium were employed to capture all data from publicly available web pages. The dataset exclusively comprises publicly displayed listing attributes, and personally identifiable information was excluded