Hackernoon logoA Guide to Extracting All Links on a Website Using Python by@kalebujordan

A Guide to Extracting All Links on a Website Using Python

Kalebu Jordan  Hacker Noon profile picture

@kalebujordanKalebu Jordan

I'm a Mechatronics engineer | Pro Python Developer | AI Enthusiast

In this tutorial, you’re going to learn how to extract all links from a given website or URL using BeautifulSoup and requests.

If you’re new to web scraping I would recommend starting first with a beginner tutorial to Web scraping and then move to this once you are comfortable with the basics.

How Do We Extract All Links?

We will use the requests library to get the raw HTML page from the website and then we are going to use BeautifulSoup to extract all the links from the HTML page.


To follow through with this tutorial you need to have requests and Beautiful Soup library installed.


$ pip install requests
$ pip install beautifulsoup4

Below is a code that will prompt you to enter a link to a website and then it will use requests to send a GET request to the server to request the HTML page and then use BeautifulSoup to extract all link tags in the HTML.

import requests
from bs4 import BeautifulSoup
def extract_all_links(site):
    html = requests.get(site).text
    soup = BeautifulSoup(html, 'html.parser').find_all('a')
    links = [link.get('href') for link in soup]
    return links
site_link = input('Enter URL of the site : ')
all_links = extract_all_links(site_link)


[email protected]:~/$ python3 link_spider.py
Enter URL of the site: https://kalebujordan.com/​
['#main-content', 'mailto://[email protected]', 
'https://web.facebook.com/kalebu.jordan', 'https://twitter.com/j_kalebu',

I hope you found this useful, feel free to share it with your fellow developers.

Previously published here: https://kalebujordan.com/learn-how-to-extract-all-links-from-a-website-in-python/

The Original Article can be found on kalebujordan.com


Join Hacker Noon

Create your free account to unlock your custom reading experience.