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The Natural Language Processing Workshop

You're reading from   The Natural Language Processing Workshop Confidently design and build your own NLP projects with this easy-to-understand practical guide

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Product type Paperback
Published in Aug 2020
Publisher Packt
ISBN-13 9781800208421
Length 452 pages
Edition 1st Edition
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Authors (6):
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Sohom Ghosh Sohom Ghosh
Author Profile Icon Sohom Ghosh
Sohom Ghosh
Nipun Sadvilkar Nipun Sadvilkar
Author Profile Icon Nipun Sadvilkar
Nipun Sadvilkar
Rohan Chopra Rohan Chopra
Author Profile Icon Rohan Chopra
Rohan Chopra
Muzaffar Bashir Shah Muzaffar Bashir Shah
Author Profile Icon Muzaffar Bashir Shah
Muzaffar Bashir Shah
Dwight Gunning Dwight Gunning
Author Profile Icon Dwight Gunning
Dwight Gunning
Aniruddha M. Godbole Aniruddha M. Godbole
Author Profile Icon Aniruddha M. Godbole
Aniruddha M. Godbole
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Toc

Table of Contents (10) Chapters Close

Preface
1. Introduction to Natural Language Processing 2. Feature Extraction Methods FREE CHAPTER 3. Developing a Text Classifier 4. Collecting Text Data with Web Scraping and APIs 5. Topic Modeling 6. Vector Representation 7. Text Generation and Summarization 8. Sentiment Analysis Appendix

Collecting Data by Scraping Web Pages

The basic building block of any web page is HTML (Hypertext Markup Language)—a markup language that specifies the structure of your content. HTML is written using a series of tags, combined with optional content. The content encompassed within HTML tags defines the appearance of the web page. It can be used to make words bold or italicize them, to add hyperlinks to the text, and even to add images. Additional information can be added to the element using attributes within tags. So, a web page can be considered to be a document written using HTML. Thus, we need to know the basics of HTML to scrape web pages effectively.

The following figure depicts the contents that are included within an HTML tag:

Figure 4.1: Tags and attributes of HTML

As you can see in the preceding figure, we can easily identify different elements within an HTML tag. The basic HTML structure and commonly used tags are shown and explained as...

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