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webscapping

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The current epidemic of coronavirus disease (COVID-19) has become a global crisis due to its rapid and widespread contamination worldwide. A good understanding of disease dynamics would significantly improve the control and prevention of COVID19. The unique features of this pandemic have limited the applications of all existing models We used, f…

  • Updated Oct 24, 2020
  • Jupyter Notebook

ZAIBTEN is a cutting-edge customer reviews analysis software powered by web scraping, Natural Language Processing (NLP), and machine learning. It is designed to scrape, analyze, and visualize customer feedback from major e-commerce and review platforms such as Amazon, eBay, and Yelp. With ZAIBTEN, you can automatically extract real-time products.

  • Updated Apr 24, 2025
  • JavaScript

Project begins with webscrapping Yelp reviews and rating with 'BeautifulSoup' in Python, followed by Natural Language Processing (text cleaning, removing stopwords, tokenization and lemmatization) using 'NLTK'. RoBERTa from 'HuggingFace' has been fine-tuned for text classification with early stopping and regularization using Pytorch.

  • Updated Dec 22, 2024
  • Jupyter Notebook

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