Scrape 1M Linkedin profiles in real-time

Our Linkedin API takes a Linkedin Profile URL and returns scraped structured data of the profile

Scrape Linkedin Profile for structured data

Request to scrape a Linkedin Profile

A real-time crawl request is dispatched.

import requests

api_endpoint = 'https://nubela.co/proxycurl/api/v2/linkedin'
linkedin_profile_url = 'https://www.linkedin.com/in/williamhgates'
api_key = 'YOUR_API_KEY'
header_dic = {'Authorization': 'Bearer ' + api_key}

response = requests.get(api_endpoint,
                      params={'url': linkedin_profile_url},
                      headers=header_dic)




Get structured data back

On average, it takes about 23 seconds for an API request to complete.

The trick to throughput is to spawn many concurrent requests

{
   "accomplishment_courses":[

   ],
   "accomplishment_honors_awards":[
      {
         "description":"Nanyang Scholarship recognizes students who excel academically, demonstrate strong leadership potential, and possess outstanding co-curricular records.\n",
         "issued_on":{
            "day":null,
            "month":null,
            "year":2015
         },
         "issuer":"Nanyang Technological University",
         "title":"NANYANG Scholarship"
      },
      {
         "description":"Awarded to students with exceptional results in Physics and Mathematics",
         "issued_on":{
            "day":null,
            "month":null,
            "year":2015
         },
         "issuer":"Defence Science & Technology Agency",
         "title":"Young Defence Scientist Programme (YDSP) Academic Award"
      },
      {
         "description":"An annual competition to encourage the study and appreciation of Physics as well as highlight Physics talent.",
         "issued_on":{
            "day":null,
            "month":null,
            "year":2012
         },
         "issuer":"Institute of Physics Singapore",
         "title":"Singapore Junior Physics Olympiad (Main Category) Honourable Mention"
      },
      {
         "description":"Certificate awarded to student who topped the cohort in all aspects of Science.",
         "issued_on":{
            "day":null,
            "month":null,
            "year":2010
         },
         "issuer":"Xinmin Secondary School",
         "title":"Certificate of Excellence - Top in Science"
      },
      {
         "description":null,
         "issued_on":{
            "day":1,
            "month":9,
            "year":2018
         },
         "issuer":"Nanyang Technological University",
         "title":"Dean's List FY17/18"
      },
      {
         "description":"This competition requires students to construct a model car powered on chemicals. \nThe car which moves closest to the set distance (at least 10m) will win the competition.\nStudents will need to apply scientific principles in order to design the car and find out how much chemicals to use for each set distance.",
         "issued_on":{
            "day":null,
            "month":null,
            "year":2011
         },
         "issuer":"Ngee Ann Polytechnic",
         "title":"Ngee Ann Polytechnic Chemical Powered Car Competition Champion"
      },
      {
         "description":"https://devpost.com/software/affilichain\n\nDisrupting a USD$6 billion affiliate marketing industry by cutting middlemen and replacing them with a BlockChain-based payment platform.\n\n- B2B distributed and permissions database between affiliates and merchants for consistency in records\n\n- reduce processing and verification time of transactions\n\n- fraud detection (e.g. Resellers)",
         "issued_on":{
            "day":null,
            "month":10,
            "year":2017
         },
         "issuer":"iNTUition + BlackRock",
         "title":"iNTUition 2017 Hackathon - Best Financial Hack"
      }
   ],
   "accomplishment_organisations":[

   ],
   "accomplishment_patents":[

   ],
   "accomplishment_projects":[
      {
         "description":"For Course CZ1003 - Introduction to Computational Thinking\n\nBuilt a food (NTU's McDonald) pre-ordering Telegram bot that incorporates Payment using Telegram API. Topped the cohort of more than 100 teams.\nLanguage used: Python, MySQL\nServer used: Heroku, Raspberry Pi3\n\nAdrian Goh JW (Me) - Software Developer\nLoh Zhen Guang - Product Testing\nZachary Tan, Er Jia Chin - Documentation",
         "ends_at":{
            "day":null,
            "month":10,
            "year":2017
         },
         "starts_at":{
            "day":null,
            "month":8,
            "year":2017
         },
         "title":"MaiDanLiao - NTU McDonald's Pre-ordering Telegram Bot",
         "url":null
      }
   ],
   "accomplishment_publications":[

   ],
   "accomplishment_test_scores":[
      {
         "date_on":{
            "day":null,
            "month":9,
            "year":2012
         },
         "description":"Higher Mother Tongue (A2)\nElementary Mathematics (A1)\nAdvanced Mathematics (A1)\nPhysics (A1)\nChemistry (A1)\nCombined Humanities (Social Studies and Geography) (A1)",
         "name":"GCSE O Level",
         "score":"3"
      },
      {
         "date_on":{
            "day":null,
            "month":11,
            "year":2014
         },
         "description":"H1 General Paper (C)\nH2 Mathematics (A)\nH2 Chemistry (A)\nH2 Physics (A)\nH2 Economics (A)\nH1 General Paper (A)",
         "name":"GCE A Level",
         "score":"87.5/90"
      }
   ],
   "birth_date":null,
   "certifications":[
      {
         "authority":"SMU - Singapore Management University",
         "display_source":null,
         "ends_at":null,
         "license_number":null,
         "name":"Citi-SMU Financial Literacy Programme for Young Adults",
         "starts_at":{
            "day":null,
            "month":6,
            "year":2013
         },
         "url":null
      },
      {
         "authority":"QLC",
         "display_source":"google.com",
         "ends_at":null,
         "license_number":null,
         "name":"Business Development",
         "starts_at":{
            "day":null,
            "month":12,
            "year":2017
         },
         "url":"https://docs.google.com/document/d/1E-gm2qUkZtw8MmCj3BAojdBvdsqSMaRgnwRyKacIjmM/edit?usp=drivesdk."
      }
   ],
   "city":null,
   "country":"sg",
   "country_full_name":"Singapore",
   "education":[
      {
         "degree_name":"O Level",
         "description":null,
         "ends_at":null,
         "field_of_study":null,
         "school":[

         ],
         "starts_at":null
      },
      {
         "degree_name":"High School",
         "description":null,
         "ends_at":null,
         "field_of_study":"Physics, Chemistry, Mathematics, Economics",
         "school":[

         ],
         "starts_at":null
      },
      {
         "degree_name":"Bachelor\u2019s Degree",
         "description":"NANYANG Scholarship\niNTUition 2017 Hackathon - Best Financial Award (https://devpost.com/software/affilichain)",
         "ends_at":null,
         "field_of_study":"Computer Science with Minor in Business",
         "school":"Nanyang Technological University",
         "starts_at":null
      },
      {
         "degree_name":"PSLE",
         "description":null,
         "ends_at":null,
         "field_of_study":null,
         "school":[

         ],
         "starts_at":null
      }
   ],
   "experiences":[
      {
         "company":"PetsLobang",
         "company_linkedin_profile_url":null,
         "company_urn":"urn:li:fsd_company:13391052",
         "description":"Sell pet food",
         "ends_at":{
            "day":null,
            "month":1,
            "year":2018
         },
         "location":"Singapore",
         "starts_at":{
            "day":null,
            "month":6,
            "year":2017
         },
         "title":"Owner"
      },
      {
         "company":"NodeFlair",
         "company_linkedin_profile_url":"https://www.linkedin.com/company/nodeflair/",
         "company_urn":"urn:li:fsd_company:13705849",
         "description":"Firefighting",
         "ends_at":null,
         "location":"Singapore",
         "starts_at":{
            "day":null,
            "month":3,
            "year":2018
         },
         "title":"Co-Founder"
      },
      {
         "company":"ShopBack",
         "company_linkedin_profile_url":"https://www.linkedin.com/company/shopback-com/",
         "company_urn":"urn:li:fsd_company:3804922",
         "description":"Tech - Database:\n1) Financial Due Diligence for Fund Raising\n2) Built financial DB and automated monthly generation of financial figures - Reduce time taken to < 3 days\n3) Revenue provisioning of all countries and top merchants with Data Team\n\nTech Stack: Python, MySQL\n\nOthers:\n1) Led Sensitive Analysis project on Payment and presented to CEO and management\n2) Prepared a Quarterly Investor Update on new partnerships, product development marketing success\n\nTools used: Microsoft Excel VBA",
         "ends_at":{
            "day":null,
            "month":8,
            "year":2017
         },
         "location":"77 Ayer Rajah Crescent #03-23, 139954",
         "starts_at":{
            "day":null,
            "month":1,
            "year":2017
         },
         "title":"Business Process Management"
      },
      {
         "company":"ShopBack",
         "company_linkedin_profile_url":"https://www.linkedin.com/company/shopback-com/",
         "company_urn":"urn:li:fsd_company:3804922",
         "description":"Qualitative Research:\n1) Conducted >20 User Testing to understand app's usability\n2) Head dogfooding for app's V2\n3) Gathered insights by interacting with ShopBack's Facebook community\n\nQuantitative Research:\n1) Performance comparison of the app across different versions using MySQL\n\nEmpowering stakeholders:\n1) Revamped data collection with Engineering Team  to empower Marketing with in-house analytical tools by defining the parameters of every app actions (clicks, scrolls etc.)\n2) Educated APAC teams by creating lessons on the in-house tools created \n3) Presented analysis of app's performance to APAC teams\n\nTechnical:\n1) Live configuration of the app to integrate new merchants\n2) Created links for customized app's onboarding flows\n\nMarket Research:\n1) Explore product opportunities by doing analysis on the different verticals of e-commerce markets\n\nTech stack: MySQL, MongoDB\nTools used: Confluence, JIRA",
         "ends_at":{
            "day":null,
            "month":8,
            "year":2018
         },
         "location":"Singapore",
         "starts_at":{
            "day":null,
            "month":5,
            "year":2018
         },
         "title":"Product (Mobile)"
      },
      {
         "company":"City Fellows Consortium",
         "company_linkedin_profile_url":"https://www.linkedin.com/company/city-fellows-consortium/",
         "company_urn":"urn:li:fsd_company:6642965",
         "description":"The City Fellows Consortium is an innovation-centered private league for Los Angeles' top undergraduate engineering fellows, selected from the region\u2019s most elite universities. \n\n- interacting, learning and building new ties with top local innovation leaders and VC on a monthly basis",
         "ends_at":{
            "day":null,
            "month":null,
            "year":2018
         },
         "location":"Singapore",
         "starts_at":{
            "day":null,
            "month":9,
            "year":2016
         },
         "title":"Consortium Fellow"
      }
   ],
   "first_name":"Adrian",
   "headline":"Co-founder at NodeFlair | code() at where you love",
   "languages":[
      "Chinese",
      "English"
   ],
   "last_name":"Goh Jun Wei",
   "occupation":"Co-founder at NodeFlair | code() at where you love",
   "profile_pic_url":"https://media-exp1.licdn.com/dms/image/C5103AQEIacaKtddOqg/profile-displayphoto-shrink_800_800/0?e=1603324800&v=beta&t=a5xQPRi2XqT9TaIo9k3V7IaJ8hgPLS0b_VLMaiLJhVk",
   "public_identifier":"adriangohjw",
   "skills":[
      "Data Analysis",
      "React.js",
      "Leadership",
      "Flask",
      "Product Management",
      "Ruby on Rails",
      "Entrepreneurship",
      "SQL",
      "Python",
      "Project Management",
      "Java",
      "Start-ups",
      "Microsoft Excel"
   ],
   "state":null,
   "summary":"www.nodeflair.com",
   "volunteer_work":[

   ]
}

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$ 0.01 / credit

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1 credit / request

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