Dictionary: Base Employee Data

48min

This data dictionary shows all available data points, explains their values, and provides snippets of Employee dataset data. 
Data collections
﻿Root table﻿ 
﻿Also viewed﻿﻿
﻿Awards﻿ 
﻿Certifications﻿﻿
﻿Courses﻿ 
﻿Education﻿ 
﻿Experience﻿ 
﻿Languages﻿﻿
﻿Organizations﻿ 
﻿Patents﻿﻿
﻿Projects﻿ 
﻿Publications﻿ 
﻿Recommendations﻿ 
﻿Similar profiles﻿ 
﻿Others named﻿ 
﻿Test scores﻿﻿
﻿Volunteering positions﻿ 
﻿Websites﻿ 
﻿Course suggestions﻿﻿
﻿Activity﻿﻿
﻿Hidden details﻿ 
﻿
All personal/company information mentioned within this context is entirely fictional and is solely intended for illustrative purposes.
Data points
Root table 
Data point
Description
Data type
id
Record identification key 
Number (integer)
parent_id
Employee profile identification key 
Number (integer)
full_name
Full name
String
first_name
First name
String
last_name
Last name
String
headline
Employee headline
String
checked_at
Timestamp of the last time the profile was checked for key changes in ISO 8601 format
String (date)
public_profile_id
Employee URN provided by professional network  
String
profile_url
Employee profile URL
String
location
Displayed location
String
industry
Associated industry
Note: legacy field
String
summary
Professional experience summary
String
services
Offered services
String
recommendations_count
Number of recommendations
String
profile_photo_url
Profile photo URL
String
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the profile is publicly available:
1 - The last time we scraped the profile, the page that was not found was returned.
0 - The last time we scraped the profile, the record was added to our data and marked with the value 0
Number (integer)
country
Displayed location (country) parsed by us from the location value
String
country_iso_2
ISO 3166-1 alpha-2 country code
String
country_iso_3
ISO 3166-1 alpha-3 country code
String
regions
Region information (additional location information)
Array of objects
region
Location region
String
connections_count
Number of active connections
Number (integer)
follower_count
Employee follower count
Number (integer)
experience_count
Number of experience records
Number (integer)
shorthand_name
Part of the employee URL used to identify employee profiles 

Note: can be changed at any time by the user
String
canonical_shorthand_name
The most recent version of the shorthand_name
String
shorthand_names
A list of all historical  shorthand_names that we captured
Array of objects
shorthand_name
Captured shorthand name
String
historical_ids
A list of all employee identification keys assigned to this record
Array of objects
Refer to the table example from the data:
JSON
{
  "id": 101,
  "parent_id": 101,
  "full_name": "John Doe",
  "first_name": "John",
  "last_name": "Doe",
  "headline": "Software Engineer",
  "created_at": "2024-12-10T12:00:00Z",
  "updated_at": "2024-12-10T12:00:00Z",
  "checked_at": "2024-12-10T12:00:00Z",
  "public_profile_id": "422009225",
  "profile_url": "http://example.com/johndoe",
  "location": "New York, USA",
  "industry": "Technology",
  "summary": "Experienced software engineer with expertise in Python and Spark.",
  "services": "Consulting, Development",
  "profile_photo_url": "http://example.com/johndoe/photo.jpg",
  "deleted": 0,
  "country": "USA",
  "country_iso_2": "US",
  "country_iso_3": "USA",
  "regions": [
    {
      "region": "Northeast"
    }
  ],
  "recommendations_count": 10,
  "connections_count": 500,
  "follower_count": 1500,
  "experience_count": 5,
  "shorthand_name": "johndoe",
  "canonical_shorthand_name": "johndoe",
  "shorthand_names": [
    {
      "shorthand_name": "johndoe"
    }
  ],
  "historical_ids": [
    {
      "id": 1001
    }
  ]
}

{
  "id": 101,
  "parent_id": 101,
  "full_name": "John Doe",
  "first_name": "John",
  "last_name": "Doe",
  "headline": "Software Engineer",
  "created_at": "2024-12-10T12:00:00Z",
  "updated_at": "2024-12-10T12:00:00Z",
  "checked_at": "2024-12-10T12:00:00Z",
  "public_profile_id": "422009225",
  "profile_url": "http://example.com/johndoe",
  "location": "New York, USA",
  "industry": "Technology",
  "summary": "Experienced software engineer with expertise in Python and Spark.",
  "services": "Consulting, Development",
  "profile_photo_url": "http://example.com/johndoe/photo.jpg",
  "deleted": 0,
  "country": "USA",
  "country_iso_2": "US",
  "country_iso_3": "USA",
  "regions": [
    {
      "region": "Northeast"
    }
  ],
  "recommendations_count": 10,
  "connections_count": 500,
  "follower_count": 1500,
  "experience_count": 5,
  "shorthand_name": "johndoe",
  "canonical_shorthand_name": "johndoe",
  "shorthand_names": [
    {
      "shorthand_name": "johndoe"
    }
  ],
  "historical_ids": [
    {
      "id": 1001
    }
  ]
}
﻿
﻿
Data point
Description
Data type
is_parent 
﻿
Represents if the employee ID is the original ID in our dataset (not a duplicate)
1  = original ID
0 = duplicate ID
﻿
Number (integer)
Refer to the table example from the data:
JSON
   "is_parent": 1
   "is_parent": 1
﻿
Also viewed
Data point
Description
Data type
also_viewed
Other employee profiles from the 
People also viewedsection
Array of objects
id
Record UUID identifier
String
full_name
Employee's name 
String
profile_url
Employee's URL
String
headline
Employee's headline
String
location
Associated location
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
See a snippet of the dataset for reference:
Also viewed
  "also_viewed": [
        {
            "id": "406e4bfd-4c27-42a0-8f17-1ef70152265a",
            "full_name": "John Doe",
            "profile_url": "https://www.professional_network.com/in/john-doe",
            "headline": "Executive Director, Capture, ManTech",
            "location": "Virginia Beach, VA",
            "order_in_profile": 1,
            "deleted": 0,
            "created_at": "2024-12-14 12:15:41",
            "updated_at": "2024-12-14 12:15:41"
        }
    ],
  "also_viewed": [
        {
            "id": "406e4bfd-4c27-42a0-8f17-1ef70152265a",
            "full_name": "John Doe",
            "profile_url": "https://www.professional_network.com/in/john-doe",
            "headline": "Executive Director, Capture, ManTech",
            "location": "Virginia Beach, VA",
            "order_in_profile": 1,
            "deleted": 0,
            "created_at": "2024-12-14 12:15:41",
            "updated_at": "2024-12-14 12:15:41"
        }
    ],
﻿
Awards
Data point
Description
Data type
awards
Awards
Array of objects
id
Record UUID identifier
String
title
Award title
String
issuer
Award issuer
String
description
Award description 
Note: contains HTML tags
String
date
Issue date
Note: date format vary
String (date)
date_year
Issue year
Number (integer)
date_month
Issue month
Number (integer)
date_day
Issue day
Number (integer)
order_in_profile
Section record order
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See a snippet of the dataset for reference:
Awards
"awards": [
    {
      "id": "c8f68c94-1c90-4b36-8e0e-905cf2e1283e",
      "title": "Best Innovator",
      "issuer": "Tech Conference 2023",
      "description": "Awarded for outstanding innovation in technology.",
      "date": "2023-11-15",
      "date_year": 2023,
      "date_month": 11,
      "date_day": 15,
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-11-15T10:00:00Z",
      "updated_at": "2023-11-15T12:00:00Z"
    }
  ]
"awards": [
    {
      "id": "c8f68c94-1c90-4b36-8e0e-905cf2e1283e",
      "title": "Best Innovator",
      "issuer": "Tech Conference 2023",
      "description": "Awarded for outstanding innovation in technology.",
      "date": "2023-11-15",
      "date_year": 2023,
      "date_month": 11,
      "date_day": 15,
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-11-15T10:00:00Z",
      "updated_at": "2023-11-15T12:00:00Z"
    }
  ]
﻿
Certifications
Data point
Description
Data type
certifications
Certifications
Array of objects
id
Record UUID identifier
String
title
Certification title
String
issuer
Certification issuer
String
credential_id
Credential identification key
String
certificate_url
Certification URL
String
issuer_url
Issuer profile URL
String
order_in_profile
Section record order
Number (integer)
date_from
Certification issue date
String (date)
date_from_year
Issue year
Number (integer)
date_from_month
Issue month
Number (integer)
date_to
Certification expiry date
String (date)
date_to_year
Expiry year
Number (integer)
date_to_month
Expiry month
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See a snippet of the dataset for reference:
Certifications
  "certifications": [
    {
      "id": "f1c4f870-8c4e-456c-a5e6-892a2be9a3b2",
      "title": "Certified Data Scientist",
      "issuer": "Data Science Institute",
      "credential_id": "6245866",
      "certificate_url": "https://example.com/certificates/dsi-2023-001",
      "date_from": "2023-01-01",
      "date_from_year": 2023,
      "date_from_month": 1,
      "date_to": "2025-01-01",
      "date_to_year": 2025,
      "date_to_month": 1,
      "issuer_url": "https://datascienceinstitute.org",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-01-01T10:00:00Z",
      "updated_at": "2023-01-01T12:00:00Z"
    }
  ]
  "certifications": [
    {
      "id": "f1c4f870-8c4e-456c-a5e6-892a2be9a3b2",
      "title": "Certified Data Scientist",
      "issuer": "Data Science Institute",
      "credential_id": "6245866",
      "certificate_url": "https://example.com/certificates/dsi-2023-001",
      "date_from": "2023-01-01",
      "date_from_year": 2023,
      "date_from_month": 1,
      "date_to": "2025-01-01",
      "date_to_year": 2025,
      "date_to_month": 1,
      "issuer_url": "https://datascienceinstitute.org",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-01-01T10:00:00Z",
      "updated_at": "2023-01-01T12:00:00Z"
    }
  ]
﻿
Courses
Data point
Description
Data type
courses
Courses
Array of objects
id 
Record UUID identifier
String
organizer
Course organizer
String
title
Course title
String
order_in_profile
Section record order
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See a snippet of the dataset for reference:
Courses
  "courses": [
    {
      "id": "d0f7e8e5-abc3-4e9b-8e0c-2a8b80b9f5e9",
      "organizer": "Coursera",
      "title": "Introduction to Machine Learning",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-05-01T10:00:00Z",
      "updated_at": "2023-05-01T12:00:00Z"
    }
  ]
  "courses": [
    {
      "id": "d0f7e8e5-abc3-4e9b-8e0c-2a8b80b9f5e9",
      "organizer": "Coursera",
      "title": "Introduction to Machine Learning",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-05-01T10:00:00Z",
      "updated_at": "2023-05-01T12:00:00Z"
    }
  ]
﻿
Education
Data point
Description
Data type
education
Education details
Array of objects
id
Record UUID identifier
String
institution
Education institution 
String
program
Program title
String
institution_id
ID of the company (institution) relating to the company table
Number (integer, int64)
institution_source_id
Record identification key assigned by professional network
Number (integer, int64)
date_from
Enrollment date
String (date)
date_from_year
Enrollment year
Number (integer)
date_from_month
Enrollment month
Number (integer)
date_to
Graduation date
String (date)
date_to_year
Graduation year
Number (integer)
date_to_month
Graduation month
Number (integer)
activities_and_societies
Activities and societies considered part of education
String
description
Education experience described by the person 

Note: contains HTML tags
String
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
institution_url
Institution profile URL
String
institution_shorthand_name
Shorthand name from the institution profile URL
String
order_in_profile
Section record order
Number (integer)
See a snippet of the dataset for reference:
Education
    "education": [
        {
            "id": "d1e2f3b4-56a7-8901-bcde-234567890abc",
            "institution": "Harvard University",
            "program": "Bachelor of Science in Computer Science",
            "institution_id": 1026807,
            "institution_source_id": 166807,
            "date_from": "2015-09-01",
            "date_from_year": 2015,
            "date_from_month": 9,
            "date_to": "2019-06-01",
            "date_to_year": 2019,
            "date_to_month": 6,
            "activities_and_societies": "Member of the Computer Science Club and Debate Team",
            "description": "Studied core computer science concepts including algorithms, machine learning, and distributed systems.",
            "institution_url": "https://www.harvard.edu",
            "institution_shorthand_name": "harwvard",
            "order_in_profile": 1,
            "deleted": 0,
            "created_at": "2015-09-01T10:00:00Z",
            "updated_at": "2019-06-01T12:00:00Z"
        }
    ]
    "education": [
        {
            "id": "d1e2f3b4-56a7-8901-bcde-234567890abc",
            "institution": "Harvard University",
            "program": "Bachelor of Science in Computer Science",
            "institution_id": 1026807,
            "institution_source_id": 166807,
            "date_from": "2015-09-01",
            "date_from_year": 2015,
            "date_from_month": 9,
            "date_to": "2019-06-01",
            "date_to_year": 2019,
            "date_to_month": 6,
            "activities_and_societies": "Member of the Computer Science Club and Debate Team",
            "description": "Studied core computer science concepts including algorithms, machine learning, and distributed systems.",
            "institution_url": "https://www.harvard.edu",
            "institution_shorthand_name": "harwvard",
            "order_in_profile": 1,
            "deleted": 0,
            "created_at": "2015-09-01T10:00:00Z",
            "updated_at": "2019-06-01T12:00:00Z"
        }
    ]
﻿
Experience
Data point
Description
Data type
experience
Work experience
Array of objects
id
Record UUID identifier
String
title
Job title
String
location
Job (company) location
String
company_id
ID of the company relating to the company table
Number (integer, int64)
company_source_id
Record identification key assigned by professional network
Number (integer, int64)
company_name
Workplace name
String
company_shorthand_name
Shorthand name from the company profile URL
String
company_url
The profile URL of the workplace
String
date_from
Employment start date
String (date)
date_from_year
Employment start year
Number (integer)
date_from_month
Employment start month
Number (integer)
date_to
Employment end date
String (date)
date_to_year
Employment end year
Number (integer)
date_to_month
Employment end month
Number (integer)
is_current
Marks if the record is for current employment

1 - Current workplace
0 - Former workplace
Boolean
duration
Employment duration
String
description
Job/job experience description 
Note: contains HTML tags
String
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
order_in_profile
Section record order
Number (integer)
See a snippet of the dataset for reference:
Experience
"experience": [
    {
      "id": "a1b2c3d4-e5f6-7890-ab12-cd34ef567890",
      "title": "Senior Software Engineer",
      "location": "San Francisco, CA",
      "company_id": 91823973,
      "company_source_id": 1015745,
      "company_name": "Tech Innovations Inc.",
      "company_url": "https://www.techinnovations.com",
      "company_shorthand_name": "tech-innovations",
      "date_from": "2019-05-01",
      "date_from_year": 2019,
      "date_from_month": 5,
      "date_to": "2023-03-01",
      "date_to_year": 2023,
      "date_to_month": 3,
      "is_current": 0,
      "duration": "3 years 10 months",
      "description": "Led a team of engineers to develop scalable web applications and improve system performance by 40%.",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2019-05-01T08:00:00Z",
      "updated_at": "2023-03-01T17:00:00Z"
    }
  ]
"experience": [
    {
      "id": "a1b2c3d4-e5f6-7890-ab12-cd34ef567890",
      "title": "Senior Software Engineer",
      "location": "San Francisco, CA",
      "company_id": 91823973,
      "company_source_id": 1015745,
      "company_name": "Tech Innovations Inc.",
      "company_url": "https://www.techinnovations.com",
      "company_shorthand_name": "tech-innovations",
      "date_from": "2019-05-01",
      "date_from_year": 2019,
      "date_from_month": 5,
      "date_to": "2023-03-01",
      "date_to_year": 2023,
      "date_to_month": 3,
      "is_current": 0,
      "duration": "3 years 10 months",
      "description": "Led a team of engineers to develop scalable web applications and improve system performance by 40%.",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2019-05-01T08:00:00Z",
      "updated_at": "2023-03-01T17:00:00Z"
    }
  ]
﻿
Languages
Data point
Description
Data type
languages
Language knowledge
Array of objects
id
Record UUID identifier
String
language
Listed language 
String
proficiency
Language proficiency
String
order_in_profile
Section record order
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See a snippet of the dataset for reference:
Languages
  "languages": [
    {
      "id": "d3f4e5b6-7890-ab12-cd34-ef5678901234",
      "language": "English",
      "proficiency": "Native",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2022-01-01T10:00:00Z",
      "updated_at": "2022-01-01T12:00:00Z"
    }
]
  "languages": [
    {
      "id": "d3f4e5b6-7890-ab12-cd34-ef5678901234",
      "language": "English",
      "proficiency": "Native",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2022-01-01T10:00:00Z",
      "updated_at": "2022-01-01T12:00:00Z"
    }
]
﻿
Organizations
Data point
Description
Data type
organizations
Memberships in organizations
Array of objects
id
Record UUID identifier
﻿
String
organization
Organization title 
Note: Contains HTML tags
String
position
Position in the organization 
Note: Contains HTML tags
String
description
Description of the activity/experience in the organization
String
date_from
Membership start date
String (date)
date_from_year
Membership start year
Number (integer)
date_from_month
Membership start month
Number (integer)
date_to
Membership end date
String (date)
date_to_year
Membership end year
Number (integer)
date_to_month
Membership end month
Number (integer)
order_in_profile
Section record order
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See a snippet of the dataset for reference:
Organizations
 "organizations": [
    {
      "id": "b1a2c3d4-5678-90ab-cdef-1234567890ab",
      "organization": "Tech Community Network",
      "position": "Member",
      "description": "Participated in monthly meetups and collaborative projects focused on technology innovation.",
      "date_from": "2020-03-01",
      "date_from_year": 2020,
      "date_from_month": 3,
      "date_to": "2023-03-01",
      "date_to_year": 2023,
      "date_to_month": 3,
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2020-03-01T08:00:00Z",
      "updated_at": "2023-03-01T17:00:00Z"
    }
],
 "organizations": [
    {
      "id": "b1a2c3d4-5678-90ab-cdef-1234567890ab",
      "organization": "Tech Community Network",
      "position": "Member",
      "description": "Participated in monthly meetups and collaborative projects focused on technology innovation.",
      "date_from": "2020-03-01",
      "date_from_year": 2020,
      "date_from_month": 3,
      "date_to": "2023-03-01",
      "date_to_year": 2023,
      "date_to_month": 3,
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2020-03-01T08:00:00Z",
      "updated_at": "2023-03-01T17:00:00Z"
    }
],
﻿
Patents
Data point
Description
Data type
patents
Authored patents
Array of objects
id
Record UUID identifier
String
title
Patent title
String
status
Patent status
String
inventors
Patent inventors
Array of objects
full_name
Inventor's name
String
profile_url
Inventor's profile URL
String
order_in_profile
Section record order
Number (integer)
date
Patent filing date
String (date)
date_year
Filling year
Number (integer)
date_month
Filling month
Number (integer)
date_day
Filling day
Number (integer)
patent_url
Patent URL
String
description
Patent description 
Note: contains HTML tags
String
patent_or_application_number
Patent details, such as the area the patent is valid in
String
order_in_profile
Section record order
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
﻿
Number (integer)
See a snippet of the dataset for reference:
Patents
  "patents": [
    {
      "id": "f1a2b3c4-d5e6-7890-ab12-cd34ef567890",
      "title": "System for Optimized Data Processing",
      "status": "Granted",
      "inventors": [
        {
          "full_name": "John Doe",
          "profile_url": "www.professional_network.com/in/johndoe",
          "order_in_profile": 1
        },
        {
          "full_name": "Jane Smith",
          "profile_url": "www.professional_network.com/in/janesmith",
          "order_in_profile": 2
        }
      ],
      "date": "2021-08-15",
      "date_year": 2021,
      "date_month": 8,
      "date_day": 15,
      "patent_url": "https://example.com/patents/123456",
      "description": "An innovative system for efficient data processing in distributed environments.",
      "patent_or_application_number": "US1234567890A",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2021-08-15T10:00:00Z",
      "updated_at": "2023-03-01T12:00:00Z"
    }
  ]
  "patents": [
    {
      "id": "f1a2b3c4-d5e6-7890-ab12-cd34ef567890",
      "title": "System for Optimized Data Processing",
      "status": "Granted",
      "inventors": [
        {
          "full_name": "John Doe",
          "profile_url": "www.professional_network.com/in/johndoe",
          "order_in_profile": 1
        },
        {
          "full_name": "Jane Smith",
          "profile_url": "www.professional_network.com/in/janesmith",
          "order_in_profile": 2
        }
      ],
      "date": "2021-08-15",
      "date_year": 2021,
      "date_month": 8,
      "date_day": 15,
      "patent_url": "https://example.com/patents/123456",
      "description": "An innovative system for efficient data processing in distributed environments.",
      "patent_or_application_number": "US1234567890A",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2021-08-15T10:00:00Z",
      "updated_at": "2023-03-01T12:00:00Z"
    }
  ]
﻿
Projects
Data point
Description
Data type
projects
Projects
Array of objects
id
Record UUID identifier
String
name
Project name
String
project_url
Project website URL
String
description
Project description 
Note: contains HTML tags
String
date_from
Project start date
String (date)
date_from_year
Start year 
Number (integer)
date_from_month
Start year
Number (integer)
date_to
Project end date
String (date)
date_to_year
End year
Number (integer)
date_to_month
End month
Number (integer)
team_members
Project team members
Array of objects
full_name
Member's full name
String (date)
profile_url
Member's profile URL on professional network
String (date)
order_in_profile
Section record order
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See snippets of the dataset for reference:
Projects
"projects": [
    {
      "id": "e1f2a3b4-c5d6-7890-ab12-cd34ef567890",
      "name": "AI-Powered Recommendation System",
      "project_url": "https://example.com/projects/recommendation-system",
      "description": "Developed an AI-powered recommendation engine for e-commerce platforms, increasing conversion rates by 20%.",
      "date_from": "2020-01-01",
      "date_from_year": 2020,
      "date_from_month": 1,
      "date_to": "2022-06-01",
      "date_to_year": 2022,
      "date_to_month": 6,
      "team_members": [
        {
          "full_name": "Jane Johnson",
          "profile_url": "www.professional_network.com/in/janejohnson",
          "order_in_profile": 1
        },
        {
          "full_name": "Bob Doe",
          "profile_url": "www.professional_network.com/in/bobdoe",
          "order_in_profile": 2
        }
      ],
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2020-01-01T10:00:00Z",
      "updated_at": "2022-06-01T12:00:00Z"
    }
  ]
"projects": [
    {
      "id": "e1f2a3b4-c5d6-7890-ab12-cd34ef567890",
      "name": "AI-Powered Recommendation System",
      "project_url": "https://example.com/projects/recommendation-system",
      "description": "Developed an AI-powered recommendation engine for e-commerce platforms, increasing conversion rates by 20%.",
      "date_from": "2020-01-01",
      "date_from_year": 2020,
      "date_from_month": 1,
      "date_to": "2022-06-01",
      "date_to_year": 2022,
      "date_to_month": 6,
      "team_members": [
        {
          "full_name": "Jane Johnson",
          "profile_url": "www.professional_network.com/in/janejohnson",
          "order_in_profile": 1
        },
        {
          "full_name": "Bob Doe",
          "profile_url": "www.professional_network.com/in/bobdoe",
          "order_in_profile": 2
        }
      ],
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2020-01-01T10:00:00Z",
      "updated_at": "2022-06-01T12:00:00Z"
    }
  ]
﻿
Publications 
Data point
Description
Data type
publications
Authored publications
Array of objects
id
Record UUID identifier
String
title
Publication title
String
publisher
Publication publisher
String
date
Publication release date
String (date)
date_year
Release year
Number (integer)
date_month
Release month
Number (integer)
date_day
Release day
Number (integer)
description
Publication description
Note: contains HTML tags
String
authors
Publication authors
Array of objects
full_name
Author's name
String
profile_url
Author's profile URL
String
order_in_profile
Section record order
Number (integer)
publication_url
Publication website  URL
String
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See a snippet of the dataset for reference:
Publications
"publications": [
    {
      "id": "f1e2d3c4-b5a6-7890-ab12-cd34ef567890",
      "title": "Advances in Machine Learning",
      "publisher": "Tech Journal",
      "date": "2021-10-15",
      "date_year": 2021,
      "date_month": 10,
      "date_day": 15,
      "description": "A comprehensive study on the latest trends and advancements in machine learning techniques.",
      "authors": [
        {
          "full_name": "John Doe",
          "profile_url": "https://example.com/johndoe",
          "order_in_profile": 1
        },
        {
          "full_name": "Jane Smith",
          "profile_url": "https://example.com/janesmith",
          "order_in_profile": 2
        }
      ],
      "publication_url": "https://example.com/publications/machine-learning",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2021-10-15T10:00:00Z",
      "updated_at": "2021-10-15T12:00:00Z"
    }
  ]
"publications": [
    {
      "id": "f1e2d3c4-b5a6-7890-ab12-cd34ef567890",
      "title": "Advances in Machine Learning",
      "publisher": "Tech Journal",
      "date": "2021-10-15",
      "date_year": 2021,
      "date_month": 10,
      "date_day": 15,
      "description": "A comprehensive study on the latest trends and advancements in machine learning techniques.",
      "authors": [
        {
          "full_name": "John Doe",
          "profile_url": "https://example.com/johndoe",
          "order_in_profile": 1
        },
        {
          "full_name": "Jane Smith",
          "profile_url": "https://example.com/janesmith",
          "order_in_profile": 2
        }
      ],
      "publication_url": "https://example.com/publications/machine-learning",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2021-10-15T10:00:00Z",
      "updated_at": "2021-10-15T12:00:00Z"
    }
  ]
﻿
Recommendations
Data point
Description
Data type
recommendations
Recommendations from other previous/current colleagues
Array of objects
id
Record UUID identifier
String
recommendation
Recommendation text
String
full_name
Referee's name
String
referee_url
Referee's profile URL
String
order_in_profile
Section record order
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See a snippet of the dataset for reference:
Recommendations
  "recommendations": [
    {
      "id": "a1b2c3d4-e5f6-7890-ab12-cd34ef567890",
      "recommendation": "John is a highly skilled and dependable software engineer. His ability to solve complex problems and lead projects to success is remarkable.",
      "full_name": "Jane Johnson",
      "referee_url": "https:/www.professional_network.com/in/janejohnson",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2022-05-01T10:00:00Z",
      "updated_at": "2022-05-01T12:00:00Z"
    }
  ]
  "recommendations": [
    {
      "id": "a1b2c3d4-e5f6-7890-ab12-cd34ef567890",
      "recommendation": "John is a highly skilled and dependable software engineer. His ability to solve complex problems and lead projects to success is remarkable.",
      "full_name": "Jane Johnson",
      "referee_url": "https:/www.professional_network.com/in/janejohnson",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2022-05-01T10:00:00Z",
      "updated_at": "2022-05-01T12:00:00Z"
    }
  ]
﻿
Similar profiles
Data point
Description
Data type
similar_profiles
Similar profiles
Array of objects
id
Record UUID identifier
String
profile_url
Profile URL
String
full_name
Full name
String
headline
Profile headline
Note: not directly related to any particular work experience
String
location
Displayed location
String
order_in_profile
Section record order
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See a snippet of the dataset for reference:
Similar profiles
"similar_profiles": [
    {
      "id": "b1a2c3d4-f5e6-7890-ab12-cd34ef567890",
      "profile_url": "www.professional_network.com/in/janedoe",
      "full_name": "Jane Doe",
      "headline": "Senior Data Scientist at Tech Corp",
      "location": "New York, NY",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-01-01T10:00:00Z",
      "updated_at": "2023-01-01T12:00:00Z"
    }
  ]
"similar_profiles": [
    {
      "id": "b1a2c3d4-f5e6-7890-ab12-cd34ef567890",
      "profile_url": "www.professional_network.com/in/janedoe",
      "full_name": "Jane Doe",
      "headline": "Senior Data Scientist at Tech Corp",
      "location": "New York, NY",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-01-01T10:00:00Z",
      "updated_at": "2023-01-01T12:00:00Z"
    }
  ]
﻿
Others named
Data point
Description
Data type
others_named
List of employees with similar or exact name
Array of objects
id
Record UUID identifier
String
profile_url
Profile URL
String
full_name
Full name
String
headline
Profile headline
Note: not directly related to any particular work experience
String
location
Displayed location
String
order_in_profile
Section record order
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
Others named
"others_named": [
    {
      "id": "b1a2c3d4-f5e6-7890-ab12-cd34ef567890",
      "profile_url": "www.professional_network.com/in/janedoe",
      "full_name": "Jane Doe",
      "headline": "Senior Data Scientist at Tech Corp",
      "location": "New York, NY",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-01-01T10:00:00Z",
      "updated_at": "2023-01-01T12:00:00Z"
    }
  ]
"others_named": [
    {
      "id": "b1a2c3d4-f5e6-7890-ab12-cd34ef567890",
      "profile_url": "www.professional_network.com/in/janedoe",
      "full_name": "Jane Doe",
      "headline": "Senior Data Scientist at Tech Corp",
      "location": "New York, NY",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-01-01T10:00:00Z",
      "updated_at": "2023-01-01T12:00:00Z"
    }
  ]
﻿
Test scores
Data point
Description
Data type
test_scores
Relevant tests and scores
Array of objects
id
Record UUID identifier
String
title
Test title
String
date
Test completion date
String (date)
date_year
Test completion year
Number (integer)
date_month
Test completion month
Number (integer)
description
Test completion day
String
score
Test score
String
order_in_profile
Section record order
String
created_at
Record creation timestamp in ISO 8601 format
﻿
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
See a snippet of the dataset for reference:
Test scores
"test_scores": [
    {
      "id": "c1d2e3f4-a5b6-7890-ab12-cd34ef567890",
      "title": "GRE General Test",
      "date": "2021-09-15",
      "date_year": 2021,
      "date_month": 9,
      "date_day": 15,
      "description": "Scored in the 95th percentile on the GRE General Test, with a focus on quantitative reasoning and analytical writing.",
      "score": "328",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2021-09-15T10:00:00Z",
      "updated_at": "2021-09-15T12:00:00Z"
    }
  ]
"test_scores": [
    {
      "id": "c1d2e3f4-a5b6-7890-ab12-cd34ef567890",
      "title": "GRE General Test",
      "date": "2021-09-15",
      "date_year": 2021,
      "date_month": 9,
      "date_day": 15,
      "description": "Scored in the 95th percentile on the GRE General Test, with a focus on quantitative reasoning and analytical writing.",
      "score": "328",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2021-09-15T10:00:00Z",
      "updated_at": "2021-09-15T12:00:00Z"
    }
  ]
﻿
Volunteering positions
Data point
Description
Data type
volunteering_positions
Participation in volunteering organizations
Array of objects
id
Record UUID identifier
String
organization
Volunteer organization
String
role
Role in the organization
String
cause
Volunteering cause
String
date_from
Volunteering start date
String (date)
date_from_year
Start year
Number (integer)
date_from_month
Start month
Number (integer)
date_to
Volunteering end date
String (date)
date_to_year
End year
Number (integer)
date_to_month
End month
Number (integer)
duration
Volunteering duration
String
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
description
Experience description
Note: contains HTML tags
String
organization_url
Organization's profile URL 
String
organization_shorthand_name
Shorthand name from the profile URL
String
order_in_profile
Section record order
Number (integer)
See a snippet of the dataset for reference:
Volunteering positions
"volunteering_positions": [
    {
      "id": "d1e2f3a4-b5c6-7890-ab12-cd34ef567890",
      "organization": "Community Aid Network",
      "role": "Volunteer Coordinator",
      "cause": "Poverty Alleviation",
      "date_from": "2018-04-01",
      "date_from_year": 2018,
      "date_from_month": 4,
      "date_to": "2021-12-01",
      "date_to_year": 2021,
      "date_to_month": 12,
      "duration": "3 years 8 months",
      "description": "Organized and managed volunteer activities to support low-income families through food distribution and educational programs.",
      "organization_url": "www.professional_network.com/company/community-aid",
      "organization_shorthand_name": "CAN",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2018-04-01T08:00:00Z",
      "updated_at": "2021-12-01T17:00:00Z"
    }
  ]
"volunteering_positions": [
    {
      "id": "d1e2f3a4-b5c6-7890-ab12-cd34ef567890",
      "organization": "Community Aid Network",
      "role": "Volunteer Coordinator",
      "cause": "Poverty Alleviation",
      "date_from": "2018-04-01",
      "date_from_year": 2018,
      "date_from_month": 4,
      "date_to": "2021-12-01",
      "date_to_year": 2021,
      "date_to_month": 12,
      "duration": "3 years 8 months",
      "description": "Organized and managed volunteer activities to support low-income families through food distribution and educational programs.",
      "organization_url": "www.professional_network.com/company/community-aid",
      "organization_shorthand_name": "CAN",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2018-04-01T08:00:00Z",
      "updated_at": "2021-12-01T17:00:00Z"
    }
  ]
﻿
Websites
Data point
Description
Data type
websites
Personal websites
Array of objects
id
Record UUID identifier
String
personal_website
Personal website
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
﻿
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
Websites table
"websites": [
    {
      "id": "a1b2c3d4-e5f6-7890-ab12-cd34ef567890",
      "personal_website": "https://www.johndoeportfolio.com",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-01-01T10:00:00Z",
      "updated_at": "2023-01-01T12:00:00Z"
    }
  ]
"websites": [
    {
      "id": "a1b2c3d4-e5f6-7890-ab12-cd34ef567890",
      "personal_website": "https://www.johndoeportfolio.com",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-01-01T10:00:00Z",
      "updated_at": "2023-01-01T12:00:00Z"
    }
  ]
﻿
Course suggestions
Data point
Description
Data type
course_suggestions
Suggested courses 
Array of objects
id
Record UUID identifier
String
title
Course title
String
course_url
Course URL
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
See a snippet of the dataset for reference:
Course suggestions
"course_suggestions": [
    {
      "id": "b1c2d3e4-f5a6-7890-ab12-cd34ef567890",
      "title": "Advanced Data Science and Machine Learning",
      "course_url": "https://www.example.com/courses/advanced-data-science",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-06-01T10:00:00Z",
      "updated_at": "2023-06-01T12:00:00Z"
    }
  ]
"course_suggestions": [
    {
      "id": "b1c2d3e4-f5a6-7890-ab12-cd34ef567890",
      "title": "Advanced Data Science and Machine Learning",
      "course_url": "https://www.example.com/courses/advanced-data-science",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-06-01T10:00:00Z",
      "updated_at": "2023-06-01T12:00:00Z"
    }
  ]
﻿
Activity
Data point
Description
Data type
activity
Activity on professional network
Array of objects
id
Record UUID identifier
String
activity_url
Post URL
String
title
Post title 
Note: contains control characters
String
action
Interaction type
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
See a snippet of the dataset for reference:
Activity
 "activity": [
    {
      "id": "d1e2f3a4-b5c6-7890-ab12-cd34ef567890",
      "activity_url": "https://www.example.com/activity/12345",
      "title": "Shared an article on AI advancements",
      "action": "Shared",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-07-01T10:00:00Z",
      "updated_at": "2023-07-01T12:00:00Z"
    }
  ]
 "activity": [
    {
      "id": "d1e2f3a4-b5c6-7890-ab12-cd34ef567890",
      "activity_url": "https://www.example.com/activity/12345",
      "title": "Shared an article on AI advancements",
      "action": "Shared",
      "order_in_profile": 1,
      "deleted": 0,
      "created_at": "2023-07-01T10:00:00Z",
      "updated_at": "2023-07-01T12:00:00Z"
    }
  ]
﻿
Hidden details
Data point
Description
Data type
hidden_details
Information hidden or blurred by professional network
Array of objects
hidden_collection
The collection hidden information belongs to a collection
(e.g., education, experience)
String
See a snippet of the dataset for reference:
Hidden details
"hidden_details": [
    {
      "hidden_collection": "experience"
    }
        ]
"hidden_details": [
    {
      "hidden_collection": "experience"
    }
        ]
﻿
Legacy tables
Legacy tables have low fill rates or are not filled with information due to the professional network hiding the data from public profiles.
Groups
Data point
Description
Data type
groups
Listed groups
Array of objects
title
Group title
String
url
Group page URL
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at 
Record update timestamp in ISO 8601 format
String (date)
Refer to the table example from the data:
Groups
        "groups": [
        {
            "id": "e6612926024662a2857650ab6765af8a",
            "title": "AI Group",
            "url": "https://www.professional_network.com/groups/3205179",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2023-10-07 00:31:30",
            "updated_at": "2024-11-28 13:21:21"
        }
          ]
        "groups": [
        {
            "id": "e6612926024662a2857650ab6765af8a",
            "title": "AI Group",
            "url": "https://www.professional_network.com/groups/3205179",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2023-10-07 00:31:30",
            "updated_at": "2024-11-28 13:21:21"
        }
          ]
﻿
Interests
Data point
Description
Data type
interests
Employee's interests
Array of objects
interest
Listed interest
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
Refer to the table example from the data:
Interests table
 "interests": [
        {
            "id": "d87ee2b130a249a8ab411ed0485abef0",
            "interest": "sociology",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2016-10-23 01:59:41",
            "updated_at": "2021-11-24 10:15:02"
        }
           ]
 "interests": [
        {
            "id": "d87ee2b130a249a8ab411ed0485abef0",
            "interest": "sociology",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2016-10-23 01:59:41",
            "updated_at": "2021-11-24 10:15:02"
        }
           ]
﻿
See more URLs
Data point
Description
Data type
posts_see_more_urls
URLs seen on the profile 
Array of objects
url
Link to the post feed on professional network
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at 
Record update timestamp in ISO 8601 format
String (date)
Refer to the table example from the data:
post_see_more_urls
"posts_see_more_urls": [
        {
            "id": "0c7211374be4061de35455d7f4c29342",
            "url": "https://www.professional_network.com/today/author",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2016-10-21 12:27:33",
            "updated_at": "2020-04-18 12:42:54"
        }
          ]
"posts_see_more_urls": [
        {
            "id": "0c7211374be4061de35455d7f4c29342",
            "url": "https://www.professional_network.com/today/author",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2016-10-21 12:27:33",
            "updated_at": "2020-04-18 12:42:54"
        }
          ]
﻿
Skills 
Data point
Description
Data type
skills
Employee's skills
Array of objects
skill
Listed skill
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at 
Record update timestamp in ISO 8601 format
String (date)
Refer to the table example from the data:
Skills table
"skills": [
        {
            "id": "9050bf5227ebbb956c56ed0aa17acb52",
            "skill": "cabinetry",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2018-06-29 18:09:12",
            "updated_at": "2018-11-14 07:56:41"
        }
          ]
"skills": [
        {
            "id": "9050bf5227ebbb956c56ed0aa17acb52",
            "skill": "cabinetry",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2018-06-29 18:09:12",
            "updated_at": "2018-11-14 07:56:41"
        }
          ]
﻿
Volunteering cares
Data point
Description
Data type
volunteering_cares
Employee's volunteering cares
Array of objects
care
Listed volunteering care 
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at 
Record update timestamp in ISO 8601 format
String (date)
Refer to the table example from the data:
Volunteering cares table
    "volunteering_cares": [
        {
            "id": "57a8edada05719738df4323c5afbd22f",
            "care": "poverty alleviation",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2018-06-29 18:09:12",
            "updated_at": "2018-11-14 07:56:41"
        }
          ]
    "volunteering_cares": [
        {
            "id": "57a8edada05719738df4323c5afbd22f",
            "care": "poverty alleviation",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2018-06-29 18:09:12",
            "updated_at": "2018-11-14 07:56:41"
        }
          ]
﻿
Volunteering opportunities
Data point
Description
Data type
volunteering_opportunities
Employee's volunteering opportunities
Array of objects
opportunity
Listed volunteering opportunity
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at
Record update timestamp in ISO 8601 format
String (date)
Refer to the table example from the data:
Volunteering opportunities
    "volunteering_opportunities": [
        {
            "id": "67c30beacec25e39de50659fb8e150bb",
            "opportunity": "skills-based volunteering (pro bono consulting)",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2016-11-27 12:25:29",
            "updated_at": "2020-04-17 19:07:33"
        }
    ]
    "volunteering_opportunities": [
        {
            "id": "67c30beacec25e39de50659fb8e150bb",
            "opportunity": "skills-based volunteering (pro bono consulting)",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2016-11-27 12:25:29",
            "updated_at": "2020-04-17 19:07:33"
        }
    ]
﻿
Volunteering supports
Data point
Description
Data type
volunteering_supports
Employee's volunteering supports
Array of objects
support
Listed volunteering support
String
order_in_profile
Section record order
Number (integer)
deleted
Status indicating if the record is publicly available:
1 - The record was publicly unavailable the last time we scraped the profile.
0 - The last time we scraped the profile, the record was available and added to the profile's data
Number (integer)
created_at
Record creation timestamp in ISO 8601 format
String (date)
updated_at 
Record update timestamp in ISO 8601 format
String (date)
Refer to the table example from the data:
Volunteering supports table
    "volunteering_supports": [
        {
            "id": "82131a9a7776d23c8dac09f623e66c61",
            "support": "atlanta area council boy scouts of america",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2016-10-19 20:23:42",
            "updated_at": "2021-11-25 00:17:50"
        }
    ]
    "volunteering_supports": [
        {
            "id": "82131a9a7776d23c8dac09f623e66c61",
            "support": "atlanta area council boy scouts of america",
            "order_in_profile": 1,
            "deleted": 1,
            "created_at": "2016-10-19 20:23:42",
            "updated_at": "2021-11-25 00:17:50"
        }
    ]
﻿
﻿

Data point	Description	Data type
id	Record identification key	Number (integer)
parent_id	Employee profile identification key	Number (integer)
full_name	Full name	String
first_name	First name	String
last_name	Last name	String
headline	Employee headline	String
checked_at	Timestamp of the last time the profile was checked for key changes in ISO 8601 format	String (date)
public_profile_id	Employee URN provided by professional network	String
profile_url	Employee profile URL	String
location	Displayed location	String
industry	Associated industry Note: legacy field	String
summary	Professional experience summary	String
services	Offered services	String
recommendations_count	Number of recommendations	String
profile_photo_url	Profile photo URL	String
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the profile is publicly available: 1 - The last time we scraped the profile, the page that was not found was returned. 0 - The last time we scraped the profile, the record was added to our data and marked with the value 0	Number (integer)
country	Displayed location (country) parsed by us from the location value	String
country_iso_2	ISO 3166-1 alpha-2 country code	String
country_iso_3	ISO 3166-1 alpha-3 country code	String
regions	Region information (additional location information)	Array of objects
region	Location region	String
connections_count	Number of active connections	Number (integer)
follower_count	Employee follower count	Number (integer)
experience_count	Number of experience records	Number (integer)
shorthand_name	Part of the employee URL used to identify employee profiles Note: can be changed at any time by the user	String
canonical_shorthand_name	The most recent version of the shorthand_name	String
shorthand_names	A list of all historical shorthand_names that we captured	Array of objects
shorthand_name	Captured shorthand name	String
historical_ids	A list of all employee identification keys assigned to this record	Array of objects

Data point	Description	Data type
is_parent	Represents if the employee ID is the original ID in our dataset (not a duplicate) 1 = original ID 0 = duplicate ID	Number (integer)

Data point	Description	Data type
also_viewed	Other employee profiles from the People also viewedsection	Array of objects
id	Record UUID identifier	String
full_name	Employee's name	String
profile_url	Employee's URL	String
headline	Employee's headline	String
location	Associated location	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
awards	Awards	Array of objects
id	Record UUID identifier	String
title	Award title	String
issuer	Award issuer	String
description	Award description Note: contains HTML tags	String
date	Issue date Note: date format vary	String (date)
date_year	Issue year	Number (integer)
date_month	Issue month	Number (integer)
date_day	Issue day	Number (integer)
order_in_profile	Section record order	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
certifications	Certifications	Array of objects
id	Record UUID identifier	String
title	Certification title	String
issuer	Certification issuer	String
credential_id	Credential identification key	String
certificate_url	Certification URL	String
issuer_url	Issuer profile URL	String
order_in_profile	Section record order	Number (integer)
date_from	Certification issue date	String (date)
date_from_year	Issue year	Number (integer)
date_from_month	Issue month	Number (integer)
date_to	Certification expiry date	String (date)
date_to_year	Expiry year	Number (integer)
date_to_month	Expiry month	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
courses	Courses	Array of objects
id	Record UUID identifier	String
organizer	Course organizer	String
title	Course title	String
order_in_profile	Section record order	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
education	Education details	Array of objects
id	Record UUID identifier	String
institution	Education institution	String
program	Program title	String
institution_id	ID of the company (institution) relating to the company table	Number (integer, int64)
institution_source_id	Record identification key assigned by professional network	Number (integer, int64)
date_from	Enrollment date	String (date)
date_from_year	Enrollment year	Number (integer)
date_from_month	Enrollment month	Number (integer)
date_to	Graduation date	String (date)
date_to_year	Graduation year	Number (integer)
date_to_month	Graduation month	Number (integer)
activities_and_societies	Activities and societies considered part of education	String
description	Education experience described by the person Note: contains HTML tags	String
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
institution_url	Institution profile URL	String
institution_shorthand_name	Shorthand name from the institution profile URL	String
order_in_profile	Section record order	Number (integer)

Data point	Description	Data type
experience	Work experience	Array of objects
id	Record UUID identifier	String
title	Job title	String
location	Job (company) location	String
company_id	ID of the company relating to the company table	Number (integer, int64)
company_source_id	Record identification key assigned by professional network	Number (integer, int64)
company_name	Workplace name	String
company_shorthand_name	Shorthand name from the company profile URL	String
company_url	The profile URL of the workplace	String
date_from	Employment start date	String (date)
date_from_year	Employment start year	Number (integer)
date_from_month	Employment start month	Number (integer)
date_to	Employment end date	String (date)
date_to_year	Employment end year	Number (integer)
date_to_month	Employment end month	Number (integer)
is_current	Marks if the record is for current employment 1 - Current workplace 0 - Former workplace	Boolean
duration	Employment duration	String
description	Job/job experience description Note: contains HTML tags	String
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
order_in_profile	Section record order	Number (integer)

Data point	Description	Data type
languages	Language knowledge	Array of objects
id	Record UUID identifier	String
language	Listed language	String
proficiency	Language proficiency	String
order_in_profile	Section record order	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
organizations	Memberships in organizations	Array of objects
id	Record UUID identifier	String
organization	Organization title Note: Contains HTML tags	String
position	Position in the organization Note: Contains HTML tags	String
description	Description of the activity/experience in the organization	String
date_from	Membership start date	String (date)
date_from_year	Membership start year	Number (integer)
date_from_month	Membership start month	Number (integer)
date_to	Membership end date	String (date)
date_to_year	Membership end year	Number (integer)
date_to_month	Membership end month	Number (integer)
order_in_profile	Section record order	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
patents	Authored patents	Array of objects
id	Record UUID identifier	String
title	Patent title	String
status	Patent status	String
inventors	Patent inventors	Array of objects
full_name	Inventor's name	String
profile_url	Inventor's profile URL	String
order_in_profile	Section record order	Number (integer)
date	Patent filing date	String (date)
date_year	Filling year	Number (integer)
date_month	Filling month	Number (integer)
date_day	Filling day	Number (integer)
patent_url	Patent URL	String
description	Patent description Note: contains HTML tags	String
patent_or_application_number	Patent details, such as the area the patent is valid in	String
order_in_profile	Section record order	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
projects	Projects	Array of objects
id	Record UUID identifier	String
name	Project name	String
project_url	Project website URL	String
description	Project description Note: contains HTML tags	String
date_from	Project start date	String (date)
date_from_year	Start year	Number (integer)
date_from_month	Start year	Number (integer)
date_to	Project end date	String (date)
date_to_year	End year	Number (integer)
date_to_month	End month	Number (integer)
team_members	Project team members	Array of objects
full_name	Member's full name	String (date)
profile_url	Member's profile URL on professional network	String (date)
order_in_profile	Section record order	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
publications	Authored publications	Array of objects
id	Record UUID identifier	String
title	Publication title	String
publisher	Publication publisher	String
date	Publication release date	String (date)
date_year	Release year	Number (integer)
date_month	Release month	Number (integer)
date_day	Release day	Number (integer)
description	Publication description Note: contains HTML tags	String
authors	Publication authors	Array of objects
full_name	Author's name	String
profile_url	Author's profile URL	String
order_in_profile	Section record order	Number (integer)
publication_url	Publication website URL	String
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
recommendations	Recommendations from other previous/current colleagues	Array of objects
id	Record UUID identifier	String
recommendation	Recommendation text	String
full_name	Referee's name	String
referee_url	Referee's profile URL	String
order_in_profile	Section record order	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
similar_profiles	Similar profiles	Array of objects
id	Record UUID identifier	String
profile_url	Profile URL	String
full_name	Full name	String
headline	Profile headline Note: not directly related to any particular work experience	String
location	Displayed location	String
order_in_profile	Section record order	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
others_named	List of employees with similar or exact name	Array of objects
id	Record UUID identifier	String
profile_url	Profile URL	String
full_name	Full name	String
headline	Profile headline Note: not directly related to any particular work experience	String
location	Displayed location	String
order_in_profile	Section record order	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
test_scores	Relevant tests and scores	Array of objects
id	Record UUID identifier	String
title	Test title	String
date	Test completion date	String (date)
date_year	Test completion year	Number (integer)
date_month	Test completion month	Number (integer)
description	Test completion day	String
score	Test score	String
order_in_profile	Section record order	String
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)

Data point	Description	Data type
volunteering_positions	Participation in volunteering organizations	Array of objects
id	Record UUID identifier	String
organization	Volunteer organization	String
role	Role in the organization	String
cause	Volunteering cause	String
date_from	Volunteering start date	String (date)
date_from_year	Start year	Number (integer)
date_from_month	Start month	Number (integer)
date_to	Volunteering end date	String (date)
date_to_year	End year	Number (integer)
date_to_month	End month	Number (integer)
duration	Volunteering duration	String
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
description	Experience description Note: contains HTML tags	String
organization_url	Organization's profile URL	String
organization_shorthand_name	Shorthand name from the profile URL	String
order_in_profile	Section record order	Number (integer)

Data point	Description	Data type
websites	Personal websites	Array of objects
id	Record UUID identifier	String
personal_website	Personal website	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
course_suggestions	Suggested courses	Array of objects
id	Record UUID identifier	String
title	Course title	String
course_url	Course URL	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
activity	Activity on professional network	Array of objects
id	Record UUID identifier	String
activity_url	Post URL	String
title	Post title Note: contains control characters	String
action	Interaction type	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
hidden_details	Information hidden or blurred by professional network	Array of objects
hidden_collection	The collection hidden information belongs to a collection (e.g., education, experience)	String

Data point	Description	Data type
groups	Listed groups	Array of objects
title	Group title	String
url	Group page URL	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
interests	Employee's interests	Array of objects
interest	Listed interest	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
posts_see_more_urls	URLs seen on the profile	Array of objects
url	Link to the post feed on professional network	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
skills	Employee's skills	Array of objects
skill	Listed skill	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
volunteering_cares	Employee's volunteering cares	Array of objects
care	Listed volunteering care	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
volunteering_opportunities	Employee's volunteering opportunities	Array of objects
opportunity	Listed volunteering opportunity	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Data point	Description	Data type
volunteering_supports	Employee's volunteering supports	Array of objects
support	Listed volunteering support	String
order_in_profile	Section record order	Number (integer)
deleted	Status indicating if the record is publicly available: 1 - The record was publicly unavailable the last time we scraped the profile. 0 - The last time we scraped the profile, the record was available and added to the profile's data	Number (integer)
created_at	Record creation timestamp in ISO 8601 format	String (date)
updated_at	Record update timestamp in ISO 8601 format	String (date)

Updated 20 Mar 2025

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Base Employee Data

Sample: Base Employee Data