How can I extract data from a paginated list using Puppeteer?Rashid D
To extract data from a paginated list using Puppeteer, you need to navigate through the pagination and extract the desired data from each page. Here's a detailed explanation of how to extract data from a paginated list in Puppeteer: 1. Launching a new browser instance and creating a new page:
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const puppeteer = require('puppeteer'); (async () => { const browser = await puppeteer.launch(); const page = await browser.newPage(); // Perform actions with the page here // Close the browser await browser.close(); })();
This code sets up a basic Puppeteer script. It launches a new headless browser instance and creates a new page to work with. 2. Navigating through pagination and extracting data: To extract data from a paginated list, you need to iterate through the pages and extract the desired data from each page. - Navigate to the initial page:
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await page.goto('https://example.com');
Usepage.goto()
to navigate to the web page with the paginated list.
- Loop through the pages:
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while (true) { // Extract data from the current page // ... // Check if there is a next page const nextPageButton = await page.$('#nextPageButton'); if (!nextPageButton) { break; // Exit the loop if there is no next page } // Click on the next page button await nextPageButton.click(); await page.waitForNavigation(); }
In this example, awhile
loop is used to iterate through the pages until there is no next page. Inside the loop, you can extract the desired data from the current page.
- Extract data from the current page:
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const items = await page.$$('.listItem'); for (const item of items) { const data = await item.$eval('.dataElement', (element) => element.textContent); console.log(data); }
Inside the loop,page.$$()
is used to select all the list items on the page. Then, afor...of
loop iterates through each item. Within the loop,item.$eval()
is used to evaluate a function within the context of each item and extract the desired data from a specific element ('.dataElement' in this example). The extracted data is logged to the console.
By following these steps, you can extract data from a paginated list using Puppeteer. By navigating through the pages and extracting the desired data from each page, you can collect and process the information from the entire list. This functionality allows you to automate the extraction of data from paginated lists during web scraping or data gathering tasks.
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