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Hands-On Web Scraping with Python

You're reading from   Hands-On Web Scraping with Python Extract quality data from the web using effective Python techniques

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Product type Paperback
Published in Oct 2023
Publisher Packt
ISBN-13 9781837636211
Length 324 pages
Edition 2nd Edition
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Author (1):
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Anish Chapagain Anish Chapagain
Author Profile Icon Anish Chapagain
Anish Chapagain
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Table of Contents (20) Chapters Close

Preface 1. Part 1:Python and Web Scraping
2. Chapter 1: Web Scraping Fundamentals FREE CHAPTER 3. Chapter 2: Python Programming for Data and Web 4. Part 2:Beginning Web Scraping
5. Chapter 3: Searching and Processing Web Documents 6. Chapter 4: Scraping Using PyQuery, a jQuery-Like Library for Python 7. Chapter 5: Scraping the Web with Scrapy and Beautiful Soup 8. Part 3:Advanced Scraping Concepts
9. Chapter 6: Working with the Secure Web 10. Chapter 7: Data Extraction Using Web APIs 11. Chapter 8: Using Selenium to Scrape the Web 12. Chapter 9: Using Regular Expressions and PDFs 13. Part 4:Advanced Data-Related Concepts
14. Chapter 10: Data Mining, Analysis, and Visualization 15. Chapter 11: Machine Learning and Web Scraping 16. Part 5:Conclusion
17. Chapter 12: After Scraping – Next Steps and Data Analysis 18. Index 19. Other Books You May Enjoy

PyQuery overview

PyQuery is a jQuery-like library for Python that facilitates the easy implementation and use of lxml and CSS selectors.

As the name suggests, PyQuery enhances query-related procedures (XPath and CSS selector expressions) with short and readable lines of code. Web scraping, as you all are aware, requires parsing and traversing features that reside on top of various types of web documents.

PyQuery provides additional features related to DOM and ElementTree, and uses CSS selectors to perform queries. The purpose of using PyQuery expressions (or queries) is similar to that of XPath or CSS selector-based expressions. PyQuery is almost the same as jQuery for web documents.

The following list contains a basic comparison of expressions that collect the href attribute from the <a class="main"> element:

  • PyQuery: response.find('a.main').attr('href')
  • lxml XPath: response.xpath(".//a[contains(@class,'main'...
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