![]() ![]() The element has a “class” attribute, which we will use in our web scraping library.įigure 3: Demonstrates how to inspect a web page for the desired data and attributes HTML element that corresponds to the data we want to extract in the image below (Figure 3). Then we need to identify the desired data and its attributes. This will allow us to analyze the HTML code and locate the required data for web scraping.įigure 2: Identifying the desired data on the target web page for web scraping To inspect the elements, right-click on any element of the interest and select the “Inspect” option from the context menu. We must first examine the web page’s structure. We aim to extract the product titles displayed in the provided image (Figure 2). It will instead instruct you to write code to extract data from the target website (Figure 1).įigure 1: Shows how ChatGPT guides you through you through writing the codes for extracting data. If you use a prompt such as “scrape the product price information from this website:, it will not scrape data. The target web page contains product details such as titles, images, ratings, and prices. Scraping Amazon web pages with ChatGPTĪs an example, we will target the Amazon product page for gaming mice. In this tutorial, we will extract product data from an e-commerce website using ChatGPT-4. We will discuss various use cases where combining web scraping and ChatGPT can unlock new opportunities and streamline processes. ![]() In this article, we will discuss how ChatGPT is used in web scraping. Advanced natural language processing models like ChatGPT can significantly improve the efficiency and effectiveness of web scraping processes. There have been similar discussions about using ChatGPT for web scraping. Forbes reported that companies like Meta, Canva, and Shopify already use the technology that powers ChatGPT in their customer service chatbot systems. ![]() Pre-trained language models like ChatGPT can understand natural language and generate human-like responses, making them an attractive choice for companies. ![]()
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