![]() We’re going to scrape a website that contains hundreds of pages of movie transcripts. ![]() The following are the libraries required to scrape with Beautiful Soup: from bs4 import BeautifulSoup import requests Get the HTML of the website You can find the full code at the end of this article. I’ll guide you through each line of the code we need to write to build our first scraper. To memorize all of them, check the web scraping cheat sheet I created. We’ll see a lot of functions and methods frequently used in Beautiful Soup. Note: As I mentioned before, Beautiful Soup will help us scrape websites that don’t run JavaScript, so if you plan to scrape JavaScript-driven pages, check this other guide I made. If so, let’s start with the tutorial by setting up Beautiful Soup in Python! However, you at least need to know how for loops and lists work in Python.īefore we start, make sure you have Python 3.x installed on your computer. Python: To follow this tutorial, you don’t need to be an expert in Python.We’ll use this along with Beautiful Soup to get the HTML of a website. Requests library: The requests library is the standard for making HTTP requests in Python.You’ll learn everything here from scratch! You don’t need previous knowledge of Beautiful Soup. It creates a parse tree for parsed pages that can be used to extract data from HTML. Beautiful Soup helps us parse HTML and XML documents. Beautiful Soup: It’s a Python package used for scraping websites that don’t run JavaScript. ![]() Section 2: Scraping Multiple Transcripts and Pages - Getting the href attribute - Locating multiple elements with Beautiful Soup - Looping through each link Section 1: Scraping a Single Page - Importing Libraries - Get the HTML of the website - Analyzing the website and HTML code - Locating an element with Beautiful Soup - Exporting data in a txt file 4. In the first section, I’ll show you how to scrape a single page, while the second section will be focused on scraping multiple pages based on the code used in the first section.īelow, you’ll find the topics covered in this guide: Table of Contents 1. This guide will be split into two sections. This is why in this step-by-step guide, I’ll show you how to scrape multiple pages of a website using Python’s easiest web scraping library, Beautiful Soup. Learning web scraping might be challenging at the beginning, but if you start with the right web scraping library, things will get a lot easier. Although you could easily copy and paste that data, when it comes to large data, web scraping is the best solution. Every website you visit contains some data displayed in a readable format that you could use for a project.
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