LinkedIn Scraper

Scrape LinkedIn public data. Extract and parse data including profiles, ID, position, timestamp, URL, city, country code, description, experience, education, so much more. Maintain full control, flexibility, and scale without worrying about infrastructure, proxy servers, or getting blocked.

  • Scraper API
  • 24/7 live support
  • Built-in proxy unblocking infra
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Linkedin scraper

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Our web scraping solutions give you maximum control and flexibility without maintaining proxy and unblocking infrastructure. Easily scrape data from any geo-location while avoiding CAPTCHAs and blocks.

LinkedIn scraper output examples

            {
    "url": "https:\/\/fr.linkedin.com\/jobs\/view\/responsable-analyse-des-donn%C3%A9es-at-beev-2920795891?refId=M5sbPUO1j6%2BHUqb5eqGi%2Bw%3D%3D\u0026trackingId=DvSO7OGFsfX6gSKA%2BieULg%3D%3D\u0026position=1\u0026pageNum=0\u0026trk=public_jobs_jserp-result_search-card",
    "name": "Responsable analyse des données",
    "image": "https:\/\/media-exp1.licdn.com\/dms\/image\/C4D0BAQE3jAbjck6SFQ\/company-logo_100_100\/0\/1615284024223?e=1654732800\u0026v=beta\u0026t=JKdvWjgoakqnBxrLxBmbowwcPaahzKjgJum7asrFB6c",
    "company_url": "https:\/\/fr.linkedin.com\/company\/beev?trk=public_jobs_jserp-result_job-search-card-subtitle",
    "company_name": "Beev",
    "location": "Paris, Île-de-France, France",
    "benefits": "Actively Hiring",
    "listdate": [
        "2022-02-16",
        "3 weeks ago"
    ]
}
          
            {
    "logo": "https:\/\/media-exp1.licdn.com\/dms\/image\/C4D0BAQHZYnhYQGcauQ\/company-logo_100_100\/0\/1604934449969?e=1650499200\u0026v=beta\u0026t=ZiC9RJFQQ8xmAD3-CmrlOWnzpTRSB2cSGKJ69gJ4kAg",
    "social_page_url": "https:\/\/www.linkedin.com\/showcase\/edhec-augmented-law-institute?trk=public_post_share-update_actor-text",
    "brand_name": "EDHEC Augmented Law Institute",
    "general_description": "#Mondaythoughts Que penser de l\u0027accord mondial du G7, intervenu ce samedi, qui fixe à 15% le taux minimal d\u0027imposition des multinationales ( GAFA y compris) ? Emmanuelle DEGLAIRE, professeur associé de droit et fiscalité à l\u0027EDHEC Business School et chercheur à l\u0027EDHEC Augmented Law Institute nous donne son avis à chaud. #taxation #fiscalité #gafa ",
    "video": "https:\/\/dms.licdn.com\/playlist\/C5605AQG5J3mpqWWxfg\/mp4-640p-30fp-crf28\/0\/1623082716845?e=1642582800\u0026v=beta\u0026t=wLbGbsZQzfNb0WFl1a79MmKgcD_mptMAfyrYq-r0ozI",
    "image": "https:\/\/media-exp1.licdn.com\/dms\/image\/C5605AQG5J3mpqWWxfg\/videocover-high\/0\/1623082688165?e=1642582800\u0026v=beta\u0026t=Vh2uZ7A1fNeJuZDfvUA2_ZVsbBl8R_lnqUNIbO0QJlM",
    "title": "EDHEC Augmented Law Institute",
    "subtitle": "1,637 followers",
    "date_time": "7mo",
    "reactions": "9",
    "comments": 0
}
          
            {
    "url": "https:\/\/www.linkedin.com\/company\/luminati-networks",
    "name": "Bright Data",
    "sphere": "Internet Publishing",
    "followers": 6735,
    "about": "We create technologies that preserve a transparent internet, where anyone can easily access and collect public web data. We believe that making public web data easily accessible is essential to keeping markets openly competitive, benefiting all of us. We partner with and serve those who share our core values of transparency, innovation, and trust. Join us in our mission to shine a bright light on the web!\n\n",
    "locations": [
        "Greater Tel Aviv, Israel 42507, IL"
    ],
    "employees": [],
    "updates": [
        {
            "title": "Bright Data",
            "time": "7h",
            "text": "So how does Thrift® enable second-hand resellers to earn 36% more \u0026 price items 21x quicker? Using its innovative technology, fueled by public web data of course! Check out what founder Mark O\u0027Hara has to say about his unique industry, and where exactly web data fits into the picture: https:\/\/brdta.com\/31n2bYg #loveourcustomers #webdata #testimonial",
            "likes_count": "",
            "comments_count": ""
        },
        {
            "title": "Bright Data",
            "time": "1d",
            "text": "Part two of our sit-down session with Aaron Cowper, CEO of ShopGrok, this time talking about the importance of an effective pricing strategy for sales growth! Check out other great e-commerce insights from Aaron here: https:\/\/brdta.com\/31cFKoA #ecommerce #insights #salesgrowth #pricing #loveourcustomers",
            "likes_count": "",
            "comments_count": ""
        },
        {
            "title": "Bright Data",
            "time": "4d",
            "text": "Wishing all of our customers and partners a very Happy New Year! Thank you for your unwavering support during 2021 - we are so grateful, and we can\u0027t wait to continue serving you with the most reliable, industry-leading web data solutions on the market! #happynewyear #loveourcustomers #industryleading #webdatasolutions",
            "likes_count": "",
            "comments_count": ""
        },
        {
            "title": "Bright Data",
            "time": "5d",
            "text": "\u0022Venture Capitalists are performing better screening and discovery for smarter investments in early-stage startups, headhunting agencies are identifying candidates with unique skill sets, while business developers are better defining market opportunities.\u0022 How are they all doing this? With public Linkedin data sets of course! Read more about it: https:\/\/brdta.com\/32p30ju #datasets #linkedin #smartinvesting #marketopportunities",
            "likes_count": "",
            "comments_count": ""
        },
        {
            "title": "Bright Data",
            "time": "1w",
            "text": "We sat down with one of our customers, Aaron Cowper, Founder \u0026 CEO of ShopGrok, an award-winning pricing intelligence platform to get his insights on the latest e-commerce trends rocking the online world. In the first of the series, hear about Aaron\u0027s views on the #ultraconvenience trend - how Covid-19 has affected it along with customer expectations, and what he thinks will set the successful retailers apart from the less successful ones... #ecommerce #trends #pricingintelligence #loveourcustomers",
            "likes_count": "",
            "comments_count": ""
        },
        {
            "title": "Bright Data",
            "time": "1w",
            "text": "With more companies coming online now than ever before, incorporating strategies using insights gathered from public web data sources can be vital when determining where a company\u0027s time is best served, and on which channels its resources are best allocated, with so many to choose from. Hear from one of our customers, founder of Exact Buyer Edan Krolewicz, on how his organization uses web data as the ultimate measure to advise companies towards investing their efforts in the correct places. https:\/\/brdta.com\/3yOgwcs #webdata #testimonial #loveourcustomers",
            "likes_count": "",
            "comments_count": ""
        },
        {
            "title": "Bright Data",
            "time": "1w",
            "text": "Wishing our customers and partners a Christmas that\u0027s merry and bright! #merrychristmas #holidayseason",
            "likes_count": "",
            "comments_count": ""
        },
        {
            "title": "Bright Data",
            "time": "2w",
            "text": "So what\u0027s the connection between unstructured data and a more inclusive society? Check out this feature by Keren Pakes, General Manager of The Bright Initiative by Bright Data to learn more! https:\/\/brdta.com\/3J9tA0I #doinggoodwithdata #inclusivesociety #dataforgood",
            "likes_count": "",
            "comments_count": ""
        },
        {
            "title": "Bright Data",
            "time": "2w",
            "text": "Excited to announce our new Vice President of Compliance \u0026 Ethics, Rony Shalit! Shalit will lead the company\u0027s extensive global compliance and ethics team, continuing to serve the company’s customers and partners with best-in-class compliance-driven practices to ensure they continue receiving reliable, quality-focused web data. #compliance #ethics #reliability #webdata https:\/\/brdta.com\/3pdn7Kw",
            "likes_count": "",
            "comments_count": ""
        }
    ],
    "show_more": [],
    "affiliated": [],
    "browse_jobs": [],
    "Website": "https:\/\/brdta.com\/3go77R5",
    "Industries": "Internet Publishing",
    "Company size": "201-500 employees",
    "Headquarters": "Greater Tel Aviv, Israel",
    "Type": "Privately Held",
    "Specialties": "price intelligence, web data collection, brand monitoring, brand protection, ad verification, data collection, data, market research, web research, social account management, ecommerce tools, data centers, and alternative data"
}
          
            {
    "url": "https:\/\/www.linkedin.com\/jobs\/view\/2882505371\/?alternateChannel=smljob\u0026alternateCode=seturl\u0026eBP=CwEAAAF_c5Qe0NNzA-_KqT2ZdABsIXi3tU1OQDa79YL3SwYtpkiaAiUNQtKrMvHw_eyPRCQswi0pfXe-Wi4dqW1nvWs15MoCLkCIpHEfLfT_LvvPYVB3kvvpP3Fn5t0Kua3kiT-yk8zsR83SG7SeyhPjQ4mNudMGAe5Qz9J0S_cUqt8XcylwGiDUX1QiaGD73JWysm35moAZ9z4-zqbBS7CngtKP4FYvJCv68aYckGNG7fnHbm98cH6yVEB6AQd0_I8aYH7OZURT3C0QzadGcOVdOow1bILH4G-My9ghM0hSkG33ql7p7pj8q1yt5m6zb1_X3fbSnJuNAHn4lAAzqLgXEY13e9q8jMBIQftxsGQhBwphuny-x3PuCzpNCw\u0026recommendedFlavor=HIDDEN_GEM\u0026refId=%2FCAi%2FfLSaUnRDO3aUMpDrw%3D%3D\u0026trackingId=5W%2BV2jh4qwXGPVOZCkb2RA%3D%3D\u0026trk=d_flagship3_job_details\u0026lipi=urn%3Ali%3Apage%3Ad_flagship3_job_details%3BPBDBpOskSwum7QYd4PHzMg%3D%3D\u0026licu=urn%3Ali%3Acontrol%3Ad_flagship3_job_details-jobdetails_similarjobs",
    "__id": 0,
    "title": "Sales Support Specialist",
    "location": "Waalwijk, North Brabant, Netherlands",
    "company": {
        "name": ""
    },
    "posted_time": "2 months ago",
    "num_appliance": "Be among the first 25 applicants",
    "description": "\u003Cp\u003E\u003Cstrong\u003ESALES SUPPORT SPECIALIST\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EBen je klantgericht én wil je graag werken binnen een jong, ambitieus familiebedrijf waar volop ruimte is om je verder te ontwikkelen?\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003C\/p\u003E\u003Cp\u003EBij BusinBedrijf maken we het inrichten van een bedrijfswagen makkelijk(er) voor onze klanten. In jouw job lever je hier een belangrijke bijdrage aan! Jij bent het eerste aanspreekpunt voor onze Nederlandse en Vlaamse klanten. De meeste bestellingen gaan volledig via onze webshop. Klanten die hulp nodig hebben komen bij jou terecht via mail, telefoon, chat, Whatsapp en onze social media kanalen. \u003C\/p\u003E\u003Cp\u003EJe geeft advies, helpt klanten verder in het bestelproces en maakt offertes. Ook als klanten ons na hun aankoop nodig hebben sta jij voor ze klaar. Je draagt bij aan klanttevredenheid, omzet en winst van BusinBedrijf. Daarnaast vertaal je feedback van klanten door naar input voor verbeteringen van het productaanbod en de dienstverlening.\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EWat heeft BusinBedrijf jou te bieden?\u003C\/em\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EAllereerst een uitdagende job in een informele, platte organisatie waar volop ruimte is voor professionele ontwikkeling en gezelligheid.\u003C\/li\u003E\u003Cli\u003EEen fulltime contract. \u003C\/li\u003E\u003Cli\u003EEen salaris dat past bij de bijdrage die je levert.\u003C\/li\u003E\u003Cli\u003E25 vakantiedagen per jaar obv een fulltime werkweek.\u003C\/li\u003E\u003Cli\u003EEen degelijke pensioenregeling.\u003C\/li\u003E\u003Cli\u003EReiskostenvergoeding.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u003Cbr\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EWie ben jij?\u003C\/em\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EJe hebt minimaal een MBO-4 opleiding afgerond\u003C\/li\u003E\u003Cli\u003EJe beheerst de Nederlandse taal uitstekend in woord en geschrift (C1 niveau)\u003C\/li\u003E\u003Cli\u003EJe bent in staat om mondeling en schriftelijk met collega’s te communiceren in het Engels (minimaal B2 niveau)\u003C\/li\u003E\u003Cli\u003EJe bent thuis in de wereld van bedrijfswageninrichting of in staat dit snel te leren\u003C\/li\u003E\u003Cli\u003EJe bent sociaal, servicegericht, commercieel en je communiceert makkelijk\u003C\/li\u003E\u003Cli\u003EJe hebt talent voor administratieve werkzaamheden\u003C\/li\u003E\u003Cli\u003EJe werkt graag intensief samen in een team\u003C\/li\u003E\u003Cli\u003EJe behoudt het overzicht in een groeiende organisatie die continu in beweging is\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E \u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EOver BusinBedrijf\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EBusinBedrijf maakt het inrichten van een bedrijfswagen makkelijk. In onze webshop vind je alles wat je hiervoor nodig hebt. We zijn actief in Nederland, België, Luxemburg, Frankrijk en Duitsland. We groeien hard en daarom zoeken we regelmatig nieuwe collega’s om ons gemotiveerde en gezellige team te versterken. BusinBedrijf is een jong en informeel bedrijf waar het nemen van eigen verantwoordelijkheid belangrijk is. \u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cspan class=\u0022ql-cursor\u0022\u003E \u003C\/span\u003EInteresse? \u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003ELijkt het je leuk om je bij ons team te voegen? Solliciteer dan snel door je CV en motivatie te mailen naar [email protected].\u003C\/p\u003E\u003Cp\u003E\u003C\/p\u003E",
    "criteria_list": [],
    "search_term": "Sales Support Specialist",
    "search_location": "Philadelphia, PA",
    "salary": "",
    "employment_type": "Full-time",
    "similar_jobs": [],
    "people_also_viewed": [],
    "additional_compensation": ""
}
          
            {
    "url": "https:\/\/www.linkedin.com\/in\/williamhgates\/",
    "name": "Bill Gates",
    "position": "Co-chair, Bill \u0026 Melinda Gates Foundation",
    "current_company": {
        "name": "Bill \u0026 Melinda Gates Foundation",
        "link": "https:\/\/www.linkedin.com\/company\/bill-\u0026-melinda-gates-foundation?trk=public_profile_topcard-current-company"
    },
    "avatar": "https:\/\/media-exp1.licdn.com\/dms\/image\/C4D03AQHqRRhVsnaziA\/profile-displayphoto-shrink_200_200\/0\/1626063510328?e=1657756800\u0026v=beta\u0026t=2KQEYnZZF2pDbmzOXM6Pq2WAdhbIrUHDvZUMwHj5f60",
    "about": "Co-chair of the Bill \u0026 Melinda Gates Foundation. Founder of Breakthrough Energy. Co-founder of Microsoft. Voracious reader. Avid traveler. Active blogger.",
    "city": "Seattle, Washington, United States",
    "following": "8 connections",
    "educations_details": "Harvard University",
    "posts": [
        {
            "title": "When I was a kid, I was happy spending all my time inside reading. My mom always pushed me to do more, and I’m so glad she did. No matter what we…",
            "attribution": "Shared by Bill Gates",
            "img": "https:\/\/media-exp1.licdn.com\/dms\/image\/C5622AQGQFCDyqNYpyg\/feedshare-shrink_800\/0\/1652024545462?e=1654732800\u0026v=beta\u0026t=0B1R7nvTxEHyPwhCMdkN6NWMNgQkLuAV6th-agMBMC0",
            "link": "null"
        },
        {
            "title": "Katalin Karikó saw the potential of mRNA to save lives when few others did–and she was willing to fight tooth and nail to pursue it:…",
            "attribution": "Shared by Bill Gates",
            "img": "https:\/\/media-exp1.licdn.com\/dms\/image\/C5605AQHgBYGtNpZwZg\/videocover-low\/0\/1651942223656?e=1652220000\u0026v=beta\u0026t=Fy8vppEruc5bVJltmghUKnm9ixELbR33w3WCkGn5bK4",
            "link": "null"
        },
        {
            "title": "If we’re going to make COVID-19 the last pandemic, we need the GERM team: https:\/\/lnkd.in\/gd56SQDN",
            "attribution": "Shared by Bill Gates",
            "img": "https:\/\/media-exp1.licdn.com\/dms\/image\/C5605AQEqDo2Z7N6Slg\/videocover-low\/0\/1651683133053?e=1652220000\u0026v=beta\u0026t=B35Toaaw-9hsrjBDPuLbz1dyPx-UXajem0rZXQ7Igw4",
            "link": "null"
        }
    ],
    "experience": [
        {
            "title": "Co-chair",
            "subtitle": "Bill \u0026 Melinda Gates Foundation",
            "subtitleURL": "https:\/\/www.linkedin.com\/company\/bill-\u0026-melinda-gates-foundation?trk=public_profile_experience-item_profile-section-card_subtitle-click",
            "location": "",
            "description": "",
            "duration": "2000 - Present 22 years",
            "start_date": "2000",
            "end_date": "Present",
            "duration_short": "22 years"
        },
        {
            "title": "Founder",
            "subtitle": "Breakthrough Energy",
            "subtitleURL": "https:\/\/www.linkedin.com\/company\/breakthrough-energy?trk=public_profile_experience-item_profile-section-card_subtitle-click",
            "location": "",
            "description": "",
            "duration": "2015 - Present 7 years",
            "start_date": "2015",
            "end_date": "Present",
            "duration_short": "7 years"
        },
        {
            "title": "Co-founder",
            "subtitle": "Microsoft",
            "subtitleURL": "https:\/\/www.linkedin.com\/company\/microsoft?trk=public_profile_experience-item_profile-section-card_subtitle-click",
            "location": "",
            "description": "",
            "duration": "1975 - Present 47 years",
            "start_date": "1975",
            "end_date": "Present",
            "duration_short": "47 years"
        }
    ],
    "education": [
        {
            "title": "Harvard University",
            "degree": "",
            "field": "",
            "meta": "1973 - 1975",
            "url": "https:\/\/www.linkedin.com\/school\/harvard-university\/?trk=public_profile_school_profile-section-card_full-click",
            "start_year": "1973",
            "end_year": "1975"
        },
        {
            "title": "Lakeside School",
            "degree": "",
            "field": "",
            "meta": "",
            "url": "https:\/\/www.linkedin.com\/school\/lakeside-school\/?trk=public_profile_school_profile-section-card_full-click",
            "start_year": "",
            "end_year": ""
        }
    ],
    "certifications": [],
    "courses": [],
    "languages": [],
    "groups": [],
    "people_also_viewed": [],
    "activities": [
        {
            "title": "When I was a kid, I was happy spending all my time inside reading. My mom always pushed me to do more, and I’m so glad she did. No matter what we…",
            "attribution": "Shared by Bill Gates",
            "img": "https:\/\/media-exp1.licdn.com\/dms\/image\/C5622AQGQFCDyqNYpyg\/feedshare-shrink_800\/0\/1652024545462?e=1654732800\u0026v=beta\u0026t=0B1R7nvTxEHyPwhCMdkN6NWMNgQkLuAV6th-agMBMC0",
            "link": "null"
        },
        {
            "title": "Katalin Karikó saw the potential of mRNA to save lives when few others did–and she was willing to fight tooth and nail to pursue it:…",
            "attribution": "Shared by Bill Gates",
            "img": "https:\/\/media-exp1.licdn.com\/dms\/image\/C5605AQHgBYGtNpZwZg\/videocover-low\/0\/1651942223656?e=1652220000\u0026v=beta\u0026t=Fy8vppEruc5bVJltmghUKnm9ixELbR33w3WCkGn5bK4",
            "link": "null"
        },
        {
            "title": "If we’re going to make COVID-19 the last pandemic, we need the GERM team: https:\/\/lnkd.in\/gd56SQDN",
            "attribution": "Shared by Bill Gates",
            "img": "https:\/\/media-exp1.licdn.com\/dms\/image\/C5605AQEqDo2Z7N6Slg\/videocover-low\/0\/1651683133053?e=1652220000\u0026v=beta\u0026t=B35Toaaw-9hsrjBDPuLbz1dyPx-UXajem0rZXQ7Igw4",
            "link": "null"
        }
    ],
    "recommendations": [],
    "recommendations_count": null,
    "volunteer_experience": [],
    "projects": [],
    "timestamp": "2022-05-17T10:14:54.670Z"
}
          

Tailored LinkedIn scrapers based on your needs

Ready-made functions

Capture browser network calls, configure a proxy, extract data from lazy loading UI, and more.

Scraper API

Trigger crawls on a schedule or by API streamlining the data to major storage platforms.

Code templates

Simplify and speed up the development process using code templates of popular websites.

Built-in proxy & unblocking

Emulate a user in any geo-location with built-in fingerprinting, retries, CAPTCHA solving, and more.

Auto-scaling infrastructure

No need to invest in hardware or software to manage an enterprise-grade web scraper.

Staging environment

Data validation and reparsing for accuracy, relevancy, and error-free data scraping.
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Industry leading compliance

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA – respecting requests to exercise privacy rights and more.

LinkedIn Scraper use cases

Scrape LinkedIn public data for lead generation & CRM enrichment

Use our LinkedIn data extractor to locate & keep track of top talent

Scrape LinkedIn public data for insights on the skills, education

Scrape LinkedIn profile data to track company history and growth

Why 20,000+ Customers Choose Bright Data

100% Compliant

Scraped data is ethically obtained and compliant with all privacy laws.

24/7 Global Support

A dedicated team of data professionals is here to help.

Complete Data Coverage

Access 72 million+ global IPs to scrape data from any website.

Unmatched Data Quality

Advanced technologies and validation methods for quality data.

Powerful Infrastructure

Scrape high-volume data without getting blocked.

Custom Solutions

Get tailored solutions to meet unique needs and goals.

Want to learn more?

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LinkedIn Scraper FAQs

Proxies are important for scraping LinkedIn because it allows the scraper to remain anonymous, avoid IP blocking, access geo-restricted content, and improve scraping speed.

Having an unblocking solution when scraping LinkedIn is important because many websites have anti-scraping measures that block the scraper’s IP address or require CAPTCHA solving. The unblocking solution implemented within Bright Data’s web scraping solutions are designed to bypass these obstacles and continue gathering data without interruption.

When scraping LinkedIn , you may only scrape publicly available data. Due to our commitment to privacy laws, we do not allow scraping behind log-ins. You can extract and parse various types of publicly available data from LinkedIn, including profiles, IDs, positions, timestamps, URLs, city, country codes, descriptions, experience, education, and much more.

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA – respecting requests to exercise privacy rights and more.

No, you do not need to worry about managing proxy servers or infrastructure. The scraping solution provides full control, flexibility, and scale with a built-in proxy and unblocking capabilities.

You have access to 24/7 live support and a dedicated team of data professionals to assist with any scraping needs or challenges.

 

 

 

The LinkedIn Scraper is built on a powerful, auto-scaling infrastructure that allows for high-volume data scraping without getting blocked. This ensures that users can extract data at scale efficiently and effectively, without the need for investing in their hardware or software infrastructure.

Yes, the LinkedIn Scraper provides custom solutions to meet unique needs and goals. Users can tailor their scraping activities based on ready-made functions, including capturing browser network calls, configuring proxies, extracting data from lazy loading UIs, and more. Additionally, code templates of popular websites are available to simplify and speed up the development process.

Bright Data employs advanced data validation and reparsing techniques to ensure the accuracy and relevance of the data scraped. The system automatically checks the scraped data against predefined quality and relevance criteria, re-initiating scraping tasks if necessary to correct any discrepancies. This process minimizes errors and ensures that users receive high-quality, reliable data for their analysis or business processes.

Yes, for teams looking for immediate access to LinkedIn data without the need to set up and manage a scraping operation, we offer pre-built LinkedIn datasets.