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Word Frequency in Moby Dick

IntermediateSkill Level
4.7+
173 reviews
Updated 04/2024
Use web scraping and NLP to find the most frequent words in classic literature: Herman Melville's novel, Moby Dick.
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1 hr
1 Task
1,500 XP
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Project Description

Word Frequency in Moby Dick

In this project, you'll scrape a novel from an html file taken from the website Project Gutenberg (which contains a large corpus of books) using the Python requests package. Then you'll extract text from this web data using the BeautifulSoup library. Finally, you'll analyze the distribution of words using the Natural Language ToolKit (nltk), a very common NLP task used to gain insights on textual data and lay the groundwork for deeper analysis. The natural language processing tools used here are required for many important data science tasks as a vast proportion of the world's data is unstructured and includes a great deal of text. To complete this project, you need to know how to import web data into Python and how to work with natural language text.

Word Frequency in Moby Dick

Use web scraping and NLP to find the most frequent words in classic literature: Herman Melville's novel, Moby Dick.
Start Project
  • 1

    Find the most common words in a classic novel.

Don’t just take our word for it

*4.7
from 173 reviews
80%
19%
1%
1%
0%
  • Mufaro
    2 days ago

  • Frank
    7 days ago

  • MOPARA PAIR
    last week

  • Abou
    2 weeks ago

  • faraz
    2 weeks ago

  • Amoo
    2 weeks ago

    nice

Mufaro

Frank

MOPARA PAIR

FAQs

Is this project suitable for beginners?

Yes, this project is suitable for beginners. It covers the basics of web scraping and NLP which are essential skills for any data scientist to have.

What is the programming language of this project?

The programming language for this project is Python.

Can I add this project to my Data Portfolio?

Yes, you can add this project to your data portfolio after successful completion.

Do I need to download any software to complete this project?

No, you will not need to download any additional software as the full project can be completed using DataCamp Workspace.

What is the project about?

This project uses web scraping and NLP to find the most frequent words in classic literature - Herman Melville's novel, Moby Dick.

What are the project tasks?

The project tasks involve finding the most common words in a classic novel.

Do I need prior experience with web scraping and NLP?

No, you do not need to have prior experience with web scraping and NLP to complete this project.

What is DataCamp Workspace?

DataCamp Workspace is a free online data science and analytics platform that enables users to create and collaborate in real time.

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