{"id":5400,"date":"2021-08-10T09:10:58","date_gmt":"2021-08-10T09:10:58","guid":{"rendered":"https:\/\/scraping-bot.io\/blogs\/how-to-scrape-and-collect-data-from-linkedin\/"},"modified":"2021-08-10T09:10:58","modified_gmt":"2021-08-10T09:10:58","slug":"how-to-scrape-and-collect-data-from-linkedin","status":"publish","type":"post","link":"https:\/\/scraping-bot.io\/blogs\/how-to-scrape-and-collect-data-from-linkedin\/","title":{"rendered":"How to scrape LinkedIn?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5400\" class=\"elementor elementor-5400\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66c44d1 e-con-full e-flex e-con e-parent\" data-id=\"66c44d1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-476f7df elementor-widget elementor-widget-text-editor\" data-id=\"476f7df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-block-gallery alignright columns-1 is-cropped\"><ul class=\"blocks-gallery-grid\"><li class=\"blocks-gallery-item\"><figure><img decoding=\"async\" src=\"https:\/\/scraping-bot.io\/blogs\/wp-content\/uploads\/2021\/08\/Data-Scraper-API-LinkedIn.webp\" alt=\"LinkedIn Data Scraper API\" data-id=\"6277\" data-full-url=\"https:\/\/scraping-bot.io\/blogs\/wp-content\/uploads\/2021\/08\/Data-Scraper-API-LinkedIn.webp\" data-link=\"https:\/\/scraping-bot.io\/blogs\/how-to-scrape-and-collect-data-from-linkedin\/data-scraper-api-linkedin\/\" class=\"wp-image-6277\"\/><\/figure><\/li><\/ul><\/figure> <p><strong>Scrape and collect data from LinkedIn <\/strong>sounds interesting. With over 22 million members, it&#8217;s one of the largest professional social networks in the world.<br>Well known to professionals, LinkedIn allows them to develop their professional network, but also to prospect or look for a job.<\/p> <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div> <p>The social network is full of interesting data for finding professional profiles or for recruiting. ScrapingBot offers a <a href=\"https:\/\/scraping-bot.io\/blogs\/web-scraping-api-linkedin\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>LinkedIn scraper<\/strong><\/a> to scrape and collect public data from <strong>LinkedIn<\/strong> <strong>profile pages<\/strong> and&nbsp;<strong>LinkedIn<\/strong>&nbsp;<strong>company profiles<\/strong>. Get the data you want in JSON, without any blocking!<\/p> <div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div> <p class=\"has-text-align-center\"><meta charset=\"utf-8\"><strong>You want to scrape LinkedIn profile pages, companies, posts, and more?<\/strong><\/p> <div class=\"wp-block-buttons is-content-justification-center\"> <div class=\"wp-block-button has-custom-width wp-block-button__width-75 is-style-outline\"><a class=\"wp-block-button__link has-vivid-green-cyan-color has-text-color\" href=\"https:\/\/scraping-bot.io\/blogs\/pricing-web-scraper-api\/\">See pricing of our LinkedIn Scraper<\/a><\/div> <\/div> <div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55dcaf6 elementor-widget elementor-widget-heading\" data-id=\"55dcaf6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What data you can collect with our LinkedIn Scraper?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76d4509 elementor-widget elementor-widget-text-editor\" data-id=\"76d4509\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3>LinkedIn profile<\/h3> <p>URL, name, position, current company name &amp; link, avatar, about, city, following, education details, posts, experience, education, certifications, courses, languages, groups.<\/p> <h3>LinkedIn company profile<\/h3> <p>URL, name, sphere, followers, employees number, about, locations, employees updates, websites, industries, company size, headquarters, type, founded<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5fe6994 elementor-widget elementor-widget-heading\" data-id=\"5fe6994\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How to start scraping LinkedIn?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b71f28 elementor-widget elementor-widget-text-editor\" data-id=\"4b71f28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>ScrapingBot is here to help you scrape LinkedIn profiles, company profiles and job results as easily and efficiently as possible.<\/p> <p>Start scraping LinkedIn in <strong>3 steps<\/strong>:<\/p> <h3><span style=\"color:#00ea90\" class=\"has-inline-color\">1.<\/span> Create an account<\/h3> <p>Want to start scraping LinkedIn right now? No problem, ScrapingBot offers <strong>FREE access<\/strong> to begin!&nbsp;No payment information required, and no any engagement.<br>If you already have an account, just log in.<\/p> <div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>  <div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div> <h3><span style=\"color:#00ea90\" class=\"has-inline-color\">2.<\/span> Configure your scraping<\/h3> <p>Once your account has been created, go to <strong>Documentation<\/strong>, to the &#8220;<a href=\"https:\/\/scraping-bot.io\/blogs\/web-scraping-documentation\/#data-scraper-api\">Data Scraper API<\/a>&#8221; section to be able to start scraping what you want.<\/p> <p>Setting up the endpoint is a two-step process with <strong>two API calls<\/strong>.<br>It&#8217;s a little longer than usual because social networks have many protections to avoid robots and get scraped. These two calls make it possible to recover the data without being blocked.<\/p> <h4>Step 1 : Get your Response ID<\/h4> <p>First, you must make a first <strong>POST<\/strong> request to get the <strong>ResponseID<\/strong> which will be used later.<br>To do this, you must enter the following parameters in the body, then run a first API call:<\/p> <ul><li><strong>scraper<\/strong><br>(<em>&#8220;linkedinProfile&#8221;<\/em> to scrape LinkedIn profiles, <em>&#8220;linkedinCompanyProfile&#8221;<\/em> to scrape LinkedIn company profiles )<\/li><li><strong>url<\/strong><br>The URL of the LinkedIn profile you want to scrape. <\/li><\/ul> <blockquote class=\"wp-block-quote\"><p><strong>Here is the Request Endpoint:<\/strong><br>http:\/\/api.scraping-bot.io\/scrape\/data-scraper<\/p><\/blockquote> <h4>Step 2 : Configure your second request<\/h4> <p>Now that you have your <strong>responseId<\/strong>, you will be able to configure a <strong>GET request<\/strong> to ask for the response.<\/p> <blockquote class=\"wp-block-quote\"><p><strong>Here is the Response Endpoint:<\/strong><br>http:\/\/api.scraping-bot.io\/scrape\/data-scraper-response?responseId=xxxx&amp;scraper=name<\/p><\/blockquote> <p>Complete the Response Endpoint with these parameters:<\/p> <ul><li><strong>responseId<\/strong><br>Insert here the Response ID that you had with the POST API call<\/li><li><strong>scraper<\/strong><br>You must fill in the same as that used previously for the POST API call (<em>&#8220;<em>linkedinProfile<\/em>&#8221; <\/em>or <em>&#8220;<em>linkedinCompanyProfile<\/em>&#8220;<\/em>)<\/li><\/ul> <p>When it&#8217;s ready, execute the API call. The result you will get will tell you if the scraping is ready to use or not.<br>If it&#8217;s not, you will get this pending message:<\/p> <pre class=\"wp-block-code\"><code>{status: \"pending\", message: \"Scraping is not finished for this request, try again in a few\"}<\/code><\/pre> <p>In this case, you have to try again until it&#8217;s ready.<\/p> <div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>  <div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div> <h3><span style=\"color:#00ea90\" class=\"has-inline-color\">3.<\/span> Let&#8217;s scraping!<\/h3> <p>Your web scraping setup is now ready to use!<br>You can start collecting data from Linkedin Profiles and Company Profiles.<\/p> <p><br><strong>NB:<\/strong> If you need more help, a sample code to execute the call to this API is available in the <a href=\"https:\/\/scraping-bot.io\/blogs\/web-scraping-documentation\/#data-scraper-api\">documentation right here<\/a> (<em>&#8220;Data Scraper API&#8221;<\/em> section).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Scrape and collect data from LinkedIn sounds interesting. With over 22 million members, it&#8217;s one of the largest professional social networks in the world.Well known to professionals, LinkedIn allows them to develop their professional network, but also to prospect or look for a job. The social network is full of interesting data for finding professional [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":5429,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[7],"tags":[],"class_list":["post-5400","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-site-specific-scrapers"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to scrape LinkedIn? - Scraping-bot<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/scraping-bot.io\/blogs\/how-to-scrape-and-collect-data-from-linkedin\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to scrape LinkedIn? - Scraping-bot\" \/>\n<meta property=\"og:description\" content=\"Scrape and collect data from LinkedIn sounds interesting. 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