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Selenium Logo"><h1><span id="the_jomN">The</span> <br><span id="library_pYmO">Selenium</span><br><span id="playbook_SIc6">Web Scraping Playbook</span></h1><p id="heroDesc_c0mg">Your guide to becoming a Selenium Web Scraping Pro!</p><div class="row" id="pageToggleRow_yhEi"><div id="toggle_gkFB"><a href="/selenium-web-scraping-playbook/">Guides</a></div><div id="toggle_gkFB"><a href="/selenium-web-scraping-playbook/videos/">Videos</a></div><div id="toggle_gkFB"><a href="https://selenium-python.readthedocs.io/" target="_blank">Selenium Docs</a></div></div><div class="row" id="communityRow_g6sc"><div id="text_ZnI0">Selenium Web Scraping Community:</div><div id="icon_UM9H"><a href="https://www.reddit.com/r/selenium/" target="_blank"><img src="/img/social/reddit.png" alt="Selenium Reddit Community"></a></div><div id="icon_UM9H"><a href="https://x.com/SeleniumHQ" target="_blank"><img src="/img/social/twitter.png" alt="Selenium Twitter"></a></div><div id="githubicon_qpLm"><iframe src="https://ghbtns.com/github-btn.html?user=SeleniumHQ&repo=selenium&type=watch&count=true" allowtransparency="true" frameborder="0" scrolling="0" width="110" height="20"></iframe></div></div></div></header><div class="container aboutSection__VBu"><div class="row box_IHSY"><div class="col col--8"><h3>Stay Up To Date</h3><p>Get notified of the latest <b>Selenium</b> news, guides, extensions, and scrapers as soon as they are released. Also, suggest new guides and extensions for the <b>Selenium Playbook</b> then signup here.</p></div><div class="col col--4"><div id="button_FJkX"><a href="https://nb23e5zoyk9.typeform.com/to/ITYbXzXJ" target="_blank">Signup</a></div></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Web Scraping For Beginners Series</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-beginners-guide/"><h3>Part 1: How To Build Your First Python Scraper</h3></a><p>In Part 1 of the series, we go over the basics of how to build a scraper with Python using Python Selenium.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-beginners-guide-part-2/"><h3>Part 2: Cleaning Dirty Data & Dealing With Edge Cases</h3></a><p>In Part 2 of the series, we're going to show you how to make your scraper more robust and reliable.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-beginners-guide-part-3/"><h3>Part 3: Storing Data in AWS S3, MySQL & Postgres DBs</h3></a><p>In Part 3 of the series, we'll explore several different ways we can store the data and talk about their pros, and cons and in which situations you would use them.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-beginners-guide-part-4/"><h3>Part 4: Managing Retries & Concurrency</h3></a><p>In Part 4 of the series, we make our scraper more robust and scalable by handling failed requests and using concurrency.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Intro to Selenium</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-web-scraping-guide/"><h3>Intro Web Scraping With Selenium</h3></a><p>In this guide we show you how to use Python Selenium to render, automate and scrape Javascript heavy websites.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>How to Scrape With Selenium Series</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-google-search/"><h3>How to Scrape Google Search With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Google search results using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-reddit/"><h3>How to Scrape Reddit With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Reddit using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-amazon/"><h3>How to Scrape Amazon With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Amazon using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-trustpilot/"><h3>How to Scrape Trustpilot With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Trustpilot using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-g2/"><h3>How to Scrape G2 With Selenium</h3></a><p>In this guide, we'll take you through how to scrape G2 using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-pinterest/"><h3>How to Scrape Pinterest With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Pinterest using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-airbnb/"><h3>How to Scrape Airbnb With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Airbnb using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-etsy/"><h3>How to Scrape Etsy With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Etsy using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-indeed/"><h3>How to Scrape Indeed With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Indeed using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-leboncoin/"><h3>How to Scrape Leboncoin With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Leboncoin using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-linkedin-jobs/"><h3>How to Scrape Linkedin Jobs With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Linkedin Jobs using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-linkedin-profiles/"><h3>How to Scrape Linkedin Profiles With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Linkedin Profiles using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-quora/"><h3>How to Scrape Quora With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Quora using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-redfin/"><h3>How to Scrape Redfin With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Redfin using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-similarweb/"><h3>How to Scrape SimilarWeb With Selenium</h3></a><p>In this guide, we'll take you through how to scrape SimilarWeb using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-walmart/"><h3>How to Scrape Walmart With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Walmart using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-yelp/"><h3>How to Scrape Yelp With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Yelp using Selenium</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scrape-zillow/"><h3>How to Scrape Zillow With Selenium</h3></a><p>In this guide, we'll take you through how to scrape Zillow using Selenium</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Comparison of Selenium To Other Web Scraping Libraries</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/python-web-scraping-playbook/python-selenium-vs-python-requests/"><h3>Python Selenium VS Python Requests Compared</h3></a><p>Should you use Python Selenium or Python Requests? In this guide we compare both options and tell you when you should use each.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/python-web-scraping-playbook/python-selenium-vs-python-scrapy/"><h3>Python Selenium VS Python Scrapy Compared</h3></a><p>Should you use Python Selenium or Python Scrapy? In this guide we compare both options and tell you when you should use each.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/python-web-scraping-playbook/python-selenium-vs-nodejs-playwright/"><h3> Python Selenium vs NodeJS Playwright Compared</h3></a><p>Should you use Python Selenium or NodeJS Playwright? In this guide we compare both options and tell you when you should use each.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Extracting & Parsing Data</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-find-elements-css/"><h3>Python Selenium: Finding Elements by CSS Selectors</h3></a><p>In this comprehensive guide, we will demystify the art of locating HTML elements using CSS Selectors with Selenium.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-find-elements-xpath/"><h3>Python Selenium: How To Find Elements by XPath</h3></a><p>XPath is an extremely powerful tool for locating elements. In this guide we will deep dive into using XPath to find elements in Selenium.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-capture-background-xhr-requests/"><h3>Python Selenium: How to Capture Background XHR Requests</h3></a><p>The web apps rely on background XHR requests to load content. In this article, we'll explore why you need to capture them, how to capture them with Selenium.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-waiting-page-element-load/"><h3>Python Selenium: Waiting For Page or Element To Load</h3></a><p>Managing the timing differences between script execution and the varying speeds at which web pages load is crucial.In this Selenium guide, we focus on the nuanced strategies of waiting for pages or elements to load.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-take-screenshots/"><h3>Python Selenium: How To Take Screenshots</h3></a><p>Screenshots play a crucial role in Selenium automation for various reasons, serving beyond mere documentation of web journeys. In this comprehensive guide, we unveil the art of taking screenshots with Selenium.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Navigating & Pagination</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-scroll-page/"><h3>Python Selenium: How To Scroll The Page</h3></a><p>The ability to navigate through a page, especially one with lazy-loaded or infinite-scrolling content, is crucial for comprehensive data extraction and interaction.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-submit-form/"><h3>Python Selenium: Submitting Forms with Selenium</h3></a><p>In this Selenium guide, we focus on the fundamental concepts, practical examples, and best practices for navigating and interacting with web forms.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Managing Cookies & Sessions</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-managing-cookies/"><h3>Python Selenium: Managing Cookies</h3></a><p>Learn how to handle cookies with Selenium. Get, set, edit and delete cookies from your Selenium scraper.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Proxies & User-Agents</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-proxy/"><h3>Using Proxies With Python Selenium</h3></a><p>In this guide, we walk through how to use proxies with Python Selenium.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-using-fake-user-agents/"><h3>Python Selenium: Using Fake User Agents</h3></a><p>In this guide, we'll explore the fake user agents, their implementation in Selenium scripts and provide practical insights to elevate your web scraping endeavors.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Customizing Selenium</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-disable-image-loading/"><h3>Disable Images Loading In Python Selenium</h3></a><p>In this guide, we walk through how to disable Python Selenium from loading images to speed up your scrapers and reduce bandwidth usage.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-block-images-resources/"><h3>Python Selenium: How to Block Images and Resources</h3></a><p>Blocking unnecessary resources, such as images, can enhance test performance by speeding up page loading and minimizing data usage.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-downloading-a-file/"><h3>Python Selenium: Downloading a File</h3></a><p>In this guide, we will walk you through the process of downloading a file using Selenium.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-make-selenium-undetectable/"><h3>Python Selenium: How To Make Selenium Undetectable</h3></a><p>In this guide, we'll dive into various methods to make your Selenium applications undetectable.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Fortified Selenium Browsers</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-undetected-chromedriver/"><h3>Selenium Undetected Chromedriver: Bypass Anti-Bots With Ease</h3></a><p>Selenium Stealth is a powerful tool designed to augment Selenium's capabilities for web scraping by adding an extra layer of anonymity.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-stealth-web-scraping/"><h3>How To Use Selenium Stealth For Web Scraping</h3></a><p>In this guide, we walk through how to use proxies with Python Selenium.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Avoiding Bans & Anti-Bots With Puppeteer</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-make-selenium-undetectable/"><h3>How To Make Selenium Undetectable</h3></a><p>In this guide, we鈥檒l explore how to overcome this limitation by making adjustments and applying patches to render Selenium undetectable to bot detectors. </p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Bypassing Anti-Bots</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-bypass-datadome/"><h3>Python Selenium: How to Bypass Datadome with Selenium</h3></a><p>In this Selenium guide, we explore the challenges posed by DataDome and delve into a practical solution using Selenium to bypass its protections.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-bypass-perimeterx/"><h3>Python Selenium: How to Bypass PerimeterX with Selenium</h3></a><p>In this Selenium guide, we explore the challenges posed by PerimeterX and delve into a practical solution using Selenium to bypass its protections.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-bypass-cloudflare/"><h3>Python Selenium: How to Bypass Cloudflare with Selenium</h3></a><p>In this Selenium guide, we explore the challenges posed by Cloudflare and delve into a practical solution using Selenium to bypass its protections.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Selenium Environments</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-using-jupyter-notebook/"><h3>Python Selenium: Run Selenium Using a Jupyter Notebook</h3></a><p>In this article, we will embark on a journey to explore the capabilities and applications of Jupyter Notebook using Selenium.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Selenium Extensions</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-wire/"><h3>Selenium Wire Guide: Extending Python Selenium</h3></a><p>In this guide, we walk through Selenium Wire a extension for Python Selenium that gives you more control over requests & responses.</p></div></div><div class="container"><div class="row"><div class="sectionDivider_fQnE"></div></div></div><div class="container headerSection_yyH8"><div class="row headerRow_nbCk"><h2>Selenium Errors</h2></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-error-chromedriver-executable-path/"><h3>Selenium Error - ChromeDriver Executable Needs to Be in PATH</h3></a><p>In this article, we'll delve into the causes of ChromeDriver Executable Needs to Be in PATH error and explore effective solutions to resolve it.</p></div></div><div class="container articleSection_zwZc"><div class="row articleRow_x8Ke"><a class="text-brand3" href="/selenium-web-scraping-playbook/python-selenium-error-geckodriver-executable-path/"><h3>Selenium Error - Geckodriver Executable Needs to Be in PATH</h3></a><p>In this article, we'll delve into the causes of Geckodriver Executable Needs to Be in PATH error and explore effective solutions to resolve it.</p></div></div><div class="container"><div class="row"><div 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