/Laptop_Price

Web crawling and predict laptop price

Primary LanguageJupyter Notebook

Laptop price Prediction On Dataset Prepared By Web Crawling on TOROB Online Shop

The main aim of this project was web crawling and extracting data from one of the most famous Iranian online shops. After that, different machine learning models were applied for price prediction on prepared datasets.

DATASET

As I mentioned above for this project I used laptop data from the torob website. It contains different brands of laptops in the market.
I Prepared two different datasets. For one of them, I just worked on the title of the product. But on another one, I tried to have good feature engineering and extract good features for predicting laptop price.

Libraries For Web Crawling & Web Scraping

  • Selenium
  • BeautifulSoup

Number of products extracted from torob website was 1176.