Book Image

Hands-On Web Scraping with Python - Second Edition

By : Anish Chapagain
Book Image

Hands-On Web Scraping with Python - Second Edition

By: Anish Chapagain

Overview of this book

Web scraping is a powerful tool for extracting data from the web, but it can be daunting for those without a technical background. Designed for novices, this book will help you grasp the fundamentals of web scraping and Python programming, even if you have no prior experience. Adopting a practical, hands-on approach, this updated edition of Hands-On Web Scraping with Python uses real-world examples and exercises to explain key concepts. Starting with an introduction to web scraping fundamentals and Python programming, you’ll cover a range of scraping techniques, including requests, lxml, pyquery, Scrapy, and Beautiful Soup. You’ll also get to grips with advanced topics such as secure web handling, web APIs, Selenium for web scraping, PDF extraction, regex, data analysis, EDA reports, visualization, and machine learning. This book emphasizes the importance of learning by doing. Each chapter integrates examples that demonstrate practical techniques and related skills. By the end of this book, you’ll be equipped with the skills to extract data from websites, a solid understanding of web scraping and Python programming, and the confidence to use these skills in your projects for analysis, visualization, and information discovery.
Table of Contents (20 chapters)
1
Part 1:Python and Web Scraping
4
Part 2:Beginning Web Scraping
8
Part 3:Advanced Scraping Concepts
13
Part 4:Advanced Data-Related Concepts
16
Part 5:Conclusion

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

Apache Arrow

URL 285

Apache Parquet 285

URL 285

Apache Spark 283

URL 283

application programming interfaces (APIs)

data formats and patterns 162, 163

used, for web scraping 166

Apriori 260

artificial intelligence (AI) 221

ASP.NET 144

ASP.NET-based form management

reference link 144

association 260

Association Rule Mining (ARM) 260

association rules 224

Asynchronous JavaScript and XML (AJAX) 14, 15

reference link 15

B

Beautiful Soup

elements, searching 114, 115

elements, traversing 114-116

exploring 112

find_all() method 117-119

find() method 116, 117

installing 111, 112

iteration 121

next_element 119, 120

parsing 112-114

previous_element 119, 120

reference link 111

used, for web scraping 121...