• Stars
    star
    3
  • Rank 3,963,521 (Top 79 %)
  • Language
    HTML
  • Created over 3 years ago
  • Updated over 3 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Word Frequency in Classic Novels Use web scraping and NLP to find the most frequent words in one of two pieces of classic literature: Herman Melville's novel, Moby Dick, or Peter Pan by J. M. Barrie Project Description: In this Project, you'll scrape a novel from the website Project Gutenberg (which contains a large corpus of books) using the Python package requests. Then you'll extract words from this web data using BeautifulSoup. Finally, we'll dive into analyzing the distribution of words using the Natural Language ToolKit (nltk).The natural language processing tools used here apply to much of the data that data scientists encounter as a vast proportion of the world's data is unstructured data and includes a great deal of text. Project Tasks: 1.Tools for text processing 2. Request Moby Dick 3. Get the text from the HTML 4. Extract the words 5. Make the words lowercase 6. Load in stop words 7. Remove stop words in Moby Dick 8. We have the answer9. The most common word