Udemy Scraper
A Web Scraper built with beautiful soup, that fetches udemy course information.
Installation
Virtual Environment
Firstly, it is recommended to install and run this inside of a virtual environment. You can do so by using the virtualenv library and then activating it.
pip install virtualenv
virtualenv somerandomname
Activating for *nix
source somerandomname/bin/activate
Activating for Windows
somerandomname\Scripts\activate
Package Installation
pip install -r requirements.txt
Chrome setup
Be sure to have chrome installed and install the corresponding version of chromedriver. I have already provided a windows binary file. If you want, you can install the linux binary for the chromedriver from its page.
Approach
It is fairly easy to webscrape sites, however, there are some sites that are not that scrape-friendly. Scraping sites, in itself is perfectly legal however there have been cases of lawsuits against web scraping, some companies *cough Amazon *cough consider web-scraping from its website illegal however, they themselves, web-scrape from other websites. And then there are some sites like udemy, that try to prevent people from scraping their site.
Using BS4 in itself, doesn't give the required results back, so I had to use a browser engine by using selenium to fetch the courses information. Initially, even that didn't work out, but then I realised the courses were being fetch asynchronously so I had to add a bit of delay. So fetching the data can be a bit slow initially.
Functionality
As of this commit, the script can search udemy for the search term you input and get the courses link, and all the other overview details like description, instructor, duration, rating, etc.
Here is a json representation of the data it can fetch as of now:-
{
"query": "The Complete Angular Course: Beginner to Advanced",
"link": "https://udemy.com/course/the-complete-angular-master-class/",
"title": "The Complete Angular Course: Beginner to Advanced",
"headline": "The most comprehensive Angular 4 (Angular 2+) course. Build a real e-commerce app with Angular, Firebase and Bootstrap 4",
"instructor": "Mosh Hamedani",
"rating": "4.5",
"duration": "29.5 total hours",
"no_of_lectures": "376 lectures",
"tags": ["Development", "Web Development", "Angular"],
"no_of_rating": "23,910",
"no_of_students": "96,174",
"course_language": "English",
"objectives": [
"Establish yourself as a skilled professional developer",
"Build real-world Angular applications on your own",
"Troubleshoot common Angular errors",
"Master the best practices",
"Write clean and elegant code like a professional developer"
],
"Sections": [
{
"name": "Introduction",
"lessons": [{ "name": "Introduction" }, { "name": "What is Angular" }],
"no_of_lessons": 12
},
{
"name": "TypeScript Fundamentals",
"lessons": [
{ "name": "Introduction" },
{ "name": "What is TypeScript?" }
],
"no_of_lessons": 18
},
{
"name": "Angular Fundamentals",
"lessons": [
{ "name": "Introduction" },
{ "name": "Building Blocks of Angular Apps" }
],
"no_of_lessons": 10
}
],
"requirements": [
"Basic familiarity with HTML, CSS and JavaScript",
"NO knowledge of Angular 1 or Angular 2 is required"
],
"description": "\nAngular is one of the most popular frameworks for building client apps with HTML, CSS and TypeScript. If you want to establish yourself as a front-end or a full-stack developer, you need to learn Angular.\n\nIf you've been confused or frustrated jumping from one Angular 4 tutoria...",
"target_audience": [
"Developers who want to upgrade their skills and get better job opportunities",
"Front-end developers who want to stay up-to-date with the latest technology"
],
"banner": "https://foo.com/somepicture.jpg"
}
Usage
In order to use the scraper, import it as a module and then create a new course class like so-
from udemyscraper import UdemyCourse
This will import the UdemyCourse class and then you can create an instance of it and then pass the search query to it. Prefarably the exact course name.
from udemyscraper import UdemyCourse
javascript_course = UdemyCourse("Javascript course for beginners")
This will create an empty instance of UdemyCourse. To fetch the data, you need to call the fetch_course function.
javascript_course.fetch_course()
Now that you have the course, you can access all of the courses' data as shown here.
print(javascript_course.Sections[2].lessons[1].name) # This will print out the 3rd Sections' 2nd Lesson's name
3 Oct 21, 2021
0 Sep 30, 2021
2 Apr 26, 2022
28 Oct 10, 2022
10 Jul 06, 2022
4.8k Jan 03, 2023
2 Jan 04, 2022
2 Oct 31, 2022
51 Dec 14, 2022
9 Apr 06, 2022
1 Jan 24, 2022
44 Oct 18, 2022
27 Dec 18, 2022
2.6k Dec 31, 2022
1 Nov 03, 2021
4 Oct 25, 2022
17 Jan 24, 2022
2.4k Jan 01, 2023
4 Dec 03, 2022
1 Dec 07, 2021