Complete Beginner’s Guide to Web Scraping in Python

Complete Beginner’s Guide to Web Scraping in Python

A guide to using Beautiful Soup and Selenium to collect data from websites .Complete Beginner’s Guide to Web Scraping in Python


There is a large amount of data publicly available on the internet that can contribute to useful, important and interesting insights through data science projects. A lot of this information is able to be systematically extracted using Python libraries.

The goal for this article is to walk you through the different tools available for web scraping in Python and when these tools should be used. We will cover how to use BeatifulSoup and Selenium to build an automated web scraper. This tutorial will go from start to finish in the scraping process from seeing a website with interesting data to automating the information collection process.

Before we get started, I would like to note 2 things:

  1. Before scraping websites with Python, you should check the website’s policies around accessing information automatically as some websites discourage accessing information with automated tools.
  2. As you will see in the tutorial, scraping a site is heavily impacted by the structure of the website. This means you will have to change your approach as you scrape different sites. It also means that if the structure of a site changes, you will have to adjust your approach for the scraper to work on the same site.

For this introduction to web scraping, we will demonstrate how to scrape box score data from using Beautiful Soup and Selenium. While the specific details of each step are specific to data, this process can be followed to scrape most websites on the internet.

Beautiful Soup will be used to scrape links to box score pages on and Selenium will be used to scrape the player data on each of these pages.

web-scraping python data-science selenium

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Data Science With Python Training | Python Data Science Course | Intellipaat

🔵 Intellipaat Data Science with Python course: this Data Science With Python Training video, you...

Basic Data Types in Python | Python Web Development For Beginners

In the programming world, Data types play an important role. Each Variable is stored in different data types and responsible for various functions. Python had two different objects, and They are mutable and immutable objects.

Data Science with Python Certification Training in Chennai

Enroll in our Data Science with Python training in Chennai. Best Data Science with Python Training courses in Chennai for 100% Job Placements Support.

Python for Data Science | Data Science With Python | Python Data Science Tutorial

🔥Intellipaat Python for Data Science Course: this python for data science video you will learn e...

Applied Data Science with Python Certification Training Course -IgmGuru

Master Applied Data Science with Python and get noticed by the top Hiring Companies with IgmGuru's Data Science with Python Certification Program. Enroll Now