![]() ![]() On non-*nix systems, you can simply create the file using your file manager application (such as Windows Explorer). You can use the following command to create it on *nix systems: touch profile-page.py ![]() To start scraping a user profile page, you need to create a new Python script file named profile-page.py. This means you need to make sure that you clearly understand and define what you’re looking for before you start writing a Python script.įor the purpose of this tutorial, you’ll extract the following data from a user profile: This is because Selenium will provide you access to a complete web page of the Twitter app, which contains a lot of data, and all of it is probably not useful. Pip install webdriver_manager What You Will Scrapeĭeciding what to scrape is as important as implementing the scraping script correctly. You can run the following commands to install the dependencies: pip install selenium Once you have Python installed, you need to install the following dependencies via pip, Python’s official package manager: The latest stable distribution will work (which, at the time of writing this article, is 3.11.2). Prerequisitesīefore you begin, you’ll need a local copy of Python installed on your system. This tutorial will first help you understand what to scrape and then show you how to do it step-by-step. In this article, you’ll learn how to scrape Twitter data using Python and Selenium, a popular combination for web scraping. Web scraping is the process of capturing and storing large amounts of data from websites and web apps with the help of automated scripts or bots. However, web scraping can help you avoid these nuisances and extract what you need easily. Additionally, Twitter recently announced the end of free API access and increased their API costs dramatically, making the API method inaccessible for a large number of small to mid-sized companies. While you can access this data programmatically via the Twitter API, it’s rate-limited and the application process is time-consuming. As a major social media platform, Twitter is home to some of the most interesting content on the internet and has tons of useful data for businesses looking to understand and expand their markets. ![]()
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