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Linkedin Scrapped Data [Torrent][200GB/1.4TB][400M]


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  • This is already public but figured someone might not have it.

200GB compressed (Split into separate 300MB archives), 1.4TB uncompressed
Format: JSON
Lines: 400 Million

Some of the fields per entry:
full_name
first_name
last_name
gender
birth_date (few have this data)
linkedin_url
username
id
last_updated
inferred salary
inferred years of experience
emails [array] [~100M/400M lines have emails, ~140M total emails]
skills [array]
phone_numbers [array]
interests [array]
other socials (fb,github, twitter)
languages [array]
location (locality, region, country,continent, coordinates)

Fields With Detailed Subdata:
jobs [array]
education [array]
experience [array]

 

Download link  (important order) 👇

Spoiler

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=============
Example code 

Spoiler

  "middle_name": null,
    "last_name": "berton",
    "gender": null,
    "birth_year": null,
    "birth_date": null,
    "linkedin_url": "linkedin.com/in/kendall-berton-313b02186",
    "linkedin_username": "kendall-berton-313b02186",
    "linkedin_id": null,
    "facebook_url": null,
    "facebook_username": null,
    "facebook_id": null,
    "twitter_url": null,
    "twitter_username": null,
    "github_url": null,
    "github_username": null,
    "work_email": null,
    "mobile_phone": null,
    "industry": null,
    "job_title": "associate teacher - spanish",
    "job_title_role": "education",
    "job_title_sub_role": "teacher",
    "job_title_levels": [],
    "job_company_id": null,
    "job_company_name": "heronfield academy",
    "job_company_website": null,
    "job_company_size": null,
    "job_company_founded": null,
    "job_company_industry": null,
    "job_company_linkedin_url": null,
    "job_company_linkedin_id": null,
    "job_company_facebook_url": null,
    "job_company_twitter_url": null,
    "job_company_location_name": null,
    "job_company_location_locality": null,
    "job_company_location_metro": null,
    "job_company_location_region": null,
    "job_company_location_geo": null,
    "job_company_location_street_address": null,
    "job_company_location_address_line_2": null,
    "job_company_location_postal_code": null,
    "job_company_location_country": null,
    "job_company_location_continent": null,
    "job_last_updated": "2020-09-01",
    "job_start_date": "2019-08",
    "job_summary": null,
    "location_name": "boston, massachusetts, united states",
    "location_locality": "boston",
    "location_metro": "boston, massachusetts",
    "location_region": "massachusetts",
    "location_country": "united states",
    "location_continent": "north america",
    "location_street_address": null,
    "location_address_line_2": null,
    "location_postal_code": null,
    "location_geo": "42.35,-71.06",
    "location_last_updated": "2020-10-01",
    "linkedin_connections": 9,
    "inferred_salary": "45,000-55,000",
    "inferred_years_experience": 1,
    "summary": null,
    "phone_numbers": [],
    "emails": [],
    "interests": [],
    "skills": [],
    "location_names": [
        "boston, massachusetts, united states"
    ],
    "regions": [
        "massachusetts, united states"
    ],
    "countries": [
        "united states"
    ],
    "street_addresses": [],
    "experience": [
        {
            "company": {
                "name": "heronfield academy",
                "size": null,
                "id": null,
                "founded": null,
                "industry": null,
                "location": null,
                "linkedin_url": null,
                "linkedin_id": null,
                "facebook_url": null,
                "twitter_url": null,
                "website": null
            },
            "location_names": [],
            "end_date": null,
            "start_date": "2019-08",
            "title": {
                "name": "associate teacher - spanish",
                "role": "education",
                "sub_role": "teacher",
                "levels": []
            },
            "is_primary": true,
            "summary": null
        }
    ],
    "education": [
        {
            "school": {
                "name": "james madison university",
                "type": "post-secondary institution",
                "id": "2DQezZeRKQR3bsBtFKJAWA_0",
                "location": {
                    "name": "harrisonburg, virginia, united states",
                    "locality": "harrisonburg",
                    "region": "virginia",
                    "country": "united states",
                    "continent": "north america"
                },
                "linkedin_url": "linkedin.com/school/james-madison-university",
                "facebook_url": "facebook.com/jamesmadisonuniversity",
                "twitter_url": "twitter.com/jmu",
                "linkedin_id": "19581",
                "website": "jmu.edu",
                "domain": "jmu.edu"
            },
            "degrees": [
                "master of education",
                "masters"
            ],
            "start_date": "2011",
            "end_date": "2011",
            "majors": [],
            "minors": [],
            "gpa": null,
            "summary": null
        },
        {
            "school": {
                "name": "james madison university",
                "type": "post-secondary institution",
                "id": "2DQezZeRKQR3bsBtFKJAWA_0",
                "location": {
                    "name": "harrisonburg, virginia, united states",
                    "locality": "harrisonburg",
                    "region": "virginia",
                    "country": "united states",
                    "continent": "north america"
                },
                "linkedin_url": "linkedin.com/school/james-madison-university",
                "facebook_url": "facebook.com/jamesmadisonuniversity",
                "twitter_url": "twitter.com/jmu",
                "linkedin_id": "19581",
                "website": "jmu.edu",
                "domain": "jmu.edu"
            },
            "degrees": [
                "master of education",
                "masters"
            ],
            "start_date": "2019",
            "end_date": "2020",
            "majors": [],
            "minors": [],
            "gpa": null,
            "summary": null
        }
    ],
    "profiles": [
        {
            "network": "linkedin",
            "id": null,
            "url": "linkedin.com/in/kendall-berton-313b02186",
            "username": "kendall-berton-313b02186"
        }
    ],
    "certifications": [],
    "languages": [],
    "version_status": {
        "status": "updated",
        "contains": [],
        "previous_version": "12.0",
        "current_version": "13.0"
   }

{
    "id": "odXBq1Eqee8RQ1eiokBz7w_0000",
    "full_name": "marc laverdiere",
    "first_name": "marc",
    "middle_initial": null,
    "middle_name": null,
    "last_name": "laverdiere",
    "gender": "male",
    "birth_year": null,
    "birth_date": null,
    "linkedin_url": "linkedin.com/in/marc-laverdiere-62501015b",
    "linkedin_username": "marc-laverdiere-62501015b",
    "linkedin_id": null,
    "facebook_url": null,
    "facebook_username": null,
    "facebook_id": null,
    "twitter_url": null,
    "twitter_username": null,
    "github_url": null,
    "github_username": null,
    "work_email": null,
    "mobile_phone": null,
    "industry": null,
    "job_title": null,
    "job_title_role": null,
    "job_title_sub_role": null,
    "job_title_levels": [],
    "job_company_id": null,
    "job_company_name": null,
    "job_company_website": null,
    "job_company_size": null,
    "job_company_founded": null,
    "job_company_industry": null,
    "job_company_linkedin_url": null,
    "job_company_linkedin_id": null,
    "job_company_facebook_url": null,
    "job_company_twitter_url": null,
    "job_company_location_name": null,
    "job_company_location_locality": null,
    "job_company_location_metro": null,
    "job_company_location_region": null,
    "job_company_location_geo": null,
    "job_company_location_street_address": null,
    "job_company_location_address_line_2": null,
    "job_company_location_postal_code": null,
    "job_company_location_country": null,
    "job_company_location_continent": null,
    "job_last_updated": null,
    "job_start_date": null,
    "job_summary": null,
    "location_name": "toronto, ontario, canada",
    "location_locality": "toronto",
    "location_metro": null,
    "location_region": "ontario",
    "location_country": "canada",
    "location_continent": "north america",
    "location_street_address": null,
    "location_address_line_2": null,
    "location_postal_code": null,
    "location_geo": "43.66,-79.41",
    "location_last_updated": "2020-04-01",
    "linkedin_connections": null,
    "inferred_salary": null,
    "inferred_years_experience": null,
    "summary": null,
    "phone_numbers": [],
    "emails": [],
    "interests": [],
    "skills": [],
    "location_names": [
        "toronto, ontario, canada"
    ],
    "regions": [
        "ontario, canada"
    ],
    "countries": [
        "canada"
    ],
    "street_addresses": [],
    "experience": [],
    "education": [],
    "profiles": [
        {
            "network": "linkedin",
            "id": null,
            "url": "linkedin.com/in/marc-laverdiere-62501015b",
            "username": "marc-laverdiere-62501015b"
        }
    ],
    "certifications": [],
    "languages": [],
    "version_status": {
        "status": "unchanged",
        "contains": [],
        "previous_version": "12.0",
        "current_version": "13.0"
    }
}

{
    "id": "mKnk8Wigc-tUx6gTn4Plqg_0000",
    "full_name": "giovanni di leo",
    "first_name": "giovanni",
    "middle_initial": null,
    "middle_name": null,
    "last_name": "di leo",
    "gender": "male",
    "birth_year": null,
    "birth_date": null,
    "linkedin_url": "linkedin.com/in/giovanni-di-leo-30010216b",
    "linkedin_username": "giovanni-di-leo-30010216b",
    "linkedin_id": null,
    "facebook_url": null,
    "facebook_username": null,
    "facebook_id": null,
    "twitter_url": null,
    "twitter_username": null,
    "github_url": null,
    "github_username": null,
    "work_email": null,
    "mobile_phone": null,
    "industry": null,
    "job_title": null,
    "job_title_role": null,
    "job_title_sub_role": null,
    "job_title_levels": [],
    "job_company_id": null,
    "job_company_name": null,
    "job_company_website": null,
    "job_company_size": null,
    "job_company_founded": null,
    "job_company_industry": null,
    "job_company_linkedin_url": null,
    "job_company_linkedin_id": null,
    "job_company_facebook_url": null,
    "job_company_twitter_url": null,
    "job_company_location_name": null,
    "job_company_location_locality": null,
    "job_company_location_metro": null,
    "job_company_location_region": null,
    "job_company_location_geo": null,
    "job_company_location_street_address": null,
    "job_company_location_address_line_2": null,
    "job_company_location_postal_code": null,
    "job_company_location_country": null,
    "job_company_location_continent": null,
    "job_last_updated": null,
    "job_start_date": null,
    "job_summary": null,
    "location_name": null,
    "location_locality": null,
    "location_metro": null,
    "location_region": null,
    "location_country": null,
    "location_continent": null,
    "location_street_address": null,
    "location_address_line_2": null,
    "location_postal_code": null,
    "location_geo": null,
    "location_last_updated": null,
    "linkedin_connections": null,
    "inferred_salary": null,
    "inferred_years_experience": null,
    "summary": null,
    "phone_numbers": [],
    "emails": [],
    "interests": [],
    "skills": [],
    "location_names": [],
    "regions": [],
    "countries": [],
    "street_addresses": [],
    "experience": [],
    "education": [],
    "profiles": [
        {
            "network": "linkedin",
            "id": null,
            "url": "linkedin.com/in/giovanni-di-leo-30010216b",
            "username": "giovanni-di-leo-30010216b"
        }
    ],
    "certifications": [],
    "languages": [],
    "version_status": {
        "status": "unchanged",
        "contains": [],
        "previous_version": "12.0",
        "current_version": "13.0"
    }
}

{
    "id": "PySx9b6B0R27q2bHTOhjfA_0000",
    "full_name": "hugues takou",
    "first_name": "hugues",
    "middle_initial": null,
    "middle_name": null,
    "last_name": "takou",
    "gender": "male",
    "birth_year": null,
    "birth_date": null,
    "linkedin_url": "linkedin.com/in/hugues-takou-1b106461",
    "linkedin_username": "hugues-takou-1b106461",
    "linkedin_id": "218108437",
    "facebook_url": null,
    "facebook_username": null,
    "facebook_id": null,
    "twitter_url": null,
    "twitter_username": null,
    "github_url": null,
    "github_username": null,
    "work_email": null,
    "mobile_phone": null,
    "industry": "information technology and services",
    "job_title": "manager night desk",
    "job_title_role": null,
    "job_title_sub_role": null,
    "job_title_levels": [
        "manager"
    ],
    "job_company_id": "paris-vip-limo",
    "job_company_name": "paris vip limo",
    "job_company_website": "parisairportransfer.com",
    "job_company_size": "11-50",
    "job_company_founded": "2002",
    "job_company_industry": "transportation/trucking/railroad",
    "job_company_linkedin_url": "linkedin.com/company/paris-vip-limo",
    "job_company_linkedin_id": "2512233",
    "job_company_facebook_url": null,
    "job_company_twitter_url": null,
    "job_company_location_name": "paris, île-de-france, france",
    "job_company_location_locality": "paris",
    "job_company_location_metro": null,
    "job_company_location_region": "île-de-france",
    "job_company_location_geo": "48.85,2.34",
    "job_company_location_street_address": null,
    "job_company_location_address_line_2": null,
    "job_company_location_postal_code": null,
    "job_company_location_country": "france",
    "job_company_location_continent": "europe",
    "job_last_updated": "2020-12-01",
    "job_start_date": "2012-06",
    "job_summary": null,
    "location_name": "cameroon",
    "location_locality": null,
    "location_metro": null,
    "location_region": null,
    "location_country": "cameroon",
    "location_continent": "africa",
    "location_street_address": null,
    "location_address_line_2": null,
    "location_postal_code": null,
    "location_geo": null,
    "location_last_updated": "2020-07-01",
    "linkedin_connections": 86,
    "inferred_salary": "100,000-150,000",
    "inferred_years_experience": 12,
    "summary": null,
    "phone_numbers": [],
    "emails": [],
    "interests": [],
    "skills": [
        "formation du personnel des centres d'appels multilangue"
    ],
    "location_names": [],
    "regions": [],
    "countries": [
        "cameroon"
    ],
    "street_addresses": [],
    "experience": [
        {
            "company": {
                "name": "xtronic gmbh",
                "size": "51-200",
                "id": "xtronic-gmbh",
                "founded": "1999",
                "industry": "automotive",
                "location": {
                    "name": "germany",
                    "locality": null,
                    "region": null,
                    "metro": null,
                    "country": "germany",
                    "continent": "europe",
                    "street_address": null,
                    "address_line_2": null,
                    "postal_code": null,
                    "geo": null
                },
                "linkedin_url": "linkedin.com/company/xtronic-gmbh",
                "linkedin_id": "8526007",
                "facebook_url": null,
                "twitter_url": null,
                "website": "xtronic.de"
            },
            "location_names": [],
            "end_date": "2008-08",
            "start_date": "2008-02",
            "title": {
                "name": "test engineer",
                "role": "engineering",
                "sub_role": null,
                "levels": []
            },
            "is_primary": false,
            "summary": null
        },
        {
            "company": {
                "name": "easydrop surf camp itacaré",
                "size": "1-10",
                "id": "easydrop-surf-camp-itacar-",
                "founded": null,
                "industry": "leisure, travel & tourism",
                "location": {
                    "name": "brazil",
                    "locality": null,
                    "region": null,
                    "metro": null,
                    "country": "brazil",
                    "continent": "south america",
                    "street_address": null,
                    "address_line_2": null,
                    "postal_code": null,
                    "geo": null
                },
                "linkedin_url": "linkedin.com/company/easydrop-surf-camp-itacar-",
                "linkedin_id": "1110741",
                "facebook_url": "facebook.com/easydrop",
                "twitter_url": "twitter.com/easydrop",
                "website": "easydrop.com"
            },
            "location_names": [],
            "end_date": "2011-09",
            "start_date": "2009-01",
            "title": {
                "name": "technical director",
                "role": null,
                "sub_role": null,
                "levels": [
                    "director"
                ]
            },
            "is_primary": false,
            "summary": null
        },
        {
            "company": {
                "name": "paris vip limo",
                "size": "11-50",
                "id": "paris-vip-limo",
                "founded": "2002",
                "industry": "transportation/trucking/railroad",
                "location": {
                    "name": "paris, île-de-france, france",
                    "locality": "paris",
                    "region": "île-de-france",
                    "metro": null,
                    "country": "france",
                    "continent": "europe",
                    "street_address": null,
                    "address_line_2": null,
                    "postal_code": null,
                    "geo": "48.85,2.34"
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}

 

 

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