# Data Dictionary: Base Employee API This data dictionary shows all available data fields, explains their values, and provides snippets of Base Employee data. {% tabs %} {% tab title="Data fields per category" %} 1. [Root table](#root-table) 2. [Awards](#awards) 3. [Certifications](#certifications) 4. [Courses](#courses) 5. [Course suggestions](#course-suggestions) 6. [Education](#education) 7. [Experience](#experience) 8. [Languages](#languages) 9. [Organizations](#organizations) 10. [Patents](#patents) 11. [Projects](#projects) 12. [Publications](#publications) 13. [Recommendations](#recommendations) 14. [Similar profiles](#similar-profiles) 15. [Others named](#others-named) 16. [Test scores](#test-scores) 17. [Volunteering positions](#volunteering-positions) 18. [Websites](#websites) 19. [Activity](#activity) 20. [Inferred skills](#inferred-skills) {% endtab %} {% endtabs %} {% hint style="info" %} All personal/company information mentioned within this context is entirely fictional and is solely intended for illustrative purposes. {% endhint %} ## Data fields ### Root table
Data fieldDescriptionData type
idRecord identification keyLong
parent_idEmployee profile identification keyLong
is_parentRepresents if the employee ID is the original ID in our dataset (not a duplicate)
1 – original ID
0 – duplicate ID		Number (integer)
full_nameFull nameString
first_nameFirst nameString
last_nameLast nameString
headlineEmployee headlineString
profile_urlEmployee profile URLString
shorthand_name

Part of the Professional network employee URL used to identify employee profiles

Note: can be changed at any time by the user

String
canonical_shorthand_nameThe most recent version of the shorthand_nameString
created_atRecord creation timestamp in ISO 8601 formatString (date)
updated_atRecord update timestamp in ISO 8601 formatString (date)
checked_atTimestamp of the last time the profile was checked for key changes in ISO 8601 formatString (date)
received_atTimestamp when the profile was found on Professional networkString (date)
deletedStatus 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)
public_profile_idProfessional network provided employee URLString
profile_photo_urlProfile photo URLString
summaryProfessional experience summaryString
locationDisplayed locationString
cityEmployee location cityString
stateEmployee location stateString
countryDisplayed location (country) parsed by us from the location valueString
country_iso_2ISO 3166-1 alpha-2 country codeString
country_iso_3ISO 3166-1 alpha-3 country codeString
connections_countNumber of active connectionsNumber (integer)
recommendations_countNumber of recommendationsInteger
follower_countEmployee followers countNumber (integer)
industry

Associated industry

Note: legacy field

String
servicesOffered servicesString
experience_countNumber of experience recordsNumber (integer)
regionsRegion information (additional location information)Array of objects
regionLocation regionString
shorthand_namesA list of all historical shorthand_name that we capturedArray of objects
shorthand_nameCaptured shorthand nameString
historical_idsA list of all employee identification keys assigned to this recordArray of structs
idEmployee identification keyLong
**Refer to the table example from the data:** ```json { "id": 101, "parent_id": 101, "is_parent": 1, "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", "city": "New York", "state": "New York", "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", "recommendations_count": 10, "connections_count": 500, "follower_count": 1500, "experience_count": 5, "shorthand_name": "johndoe", "canonical_shorthand_name": "johndoe", "regions": [ { "region": "Northeast" } ], "shorthand_names": [ { "shorthand_name": "johndoe" } ], "historical_ids": [ { "id": 1001 } ] } ``` *** ### Awards | Data field | 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 varies

| 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:** {% code title="Awards" %} ```json "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" } ] ``` {% endcode %} ### Certifications | Data field | 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 | | `certificate_logo_url` | URL pointing to the logo of the certification provider (AWS, Microsoft, Coursera, etc.) | String | | `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) | | `issuer_url` | Issuer 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:** {% code title="Certifications" %} ```json "certifications": [ { "id": "f1c4f870-8c4e-456c-a5e6-892a2be9a3b2", "title": "Certified Data Scientist", "issuer": "Example Institute", "credential_id": "6245866", "certificate_url": "https://example.com/certificates/dsi-2023-001", "certificate_logo_url": "https:/example-images.com/dms/image/v2/certificate", "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://exampleinstitute.org", "order_in_profile": 1, "deleted": 0, "created_at": "2023-01-01T10:00:00Z", "updated_at": "2023-01-01T12:00:00Z" } ] ``` {% endcode %} ### Courses | Data field | 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:** {% code title="Courses" %} ```json "courses": [ { "id": "d0f7e8e5-abc3-4e9b-8e0c-2a8b80b9f5e9", "organizer": "Example Organizer", "title": "Introduction to Machine Learning", "order_in_profile": 1, "deleted": 0, "created_at": "2023-06-01T10:00:00Z", "updated_at": "2023-06-01T12:00:00Z" } ] ``` {% endcode %} ### Course suggestions | Data field | 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) | | `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:** {% code title="Course suggestions" %} ```json "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" } ] ``` {% endcode %} ### Education | Data field | Description | Data type | | ---------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ---------------- | | `education` | Education details | Array of objects | | `id` | Record UUID identifier | String | | `institution` | Education institution | String | | `program` | Program title | String | | `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 | | `institution_url` | Institution profile URL | String | | `institution_shorthand_name` | Shorthand name from the institution profile URL | String | | `institution_logo_url` | URL pointing to the logo of the educational institution (university, school, training provider) | 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:** {% code title="Education" %} ```json "education": [ { "id": "d1e2f3b4-56a7-8901-bcde-234567890abc", "institution": "Example University", "program": "Bachelor of Science in Computer Science", "date_from": "2013-09-01", "date_from_year": 2013, "date_from_month": 9, "date_to": "2017-06-01", "date_to_year": 2017, "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.example-university.edu", "institution_shorthand_name": "example", "institution_logo_url": "https://example-images.com/dms/image/v2/education", "order_in_profile": 1, "deleted": 0, "created_at": "2013-09-01T10:00:00Z", "updated_at": "2017-06-01T12:00:00Z" } ] ``` {% endcode %} ### Experience | Data field | 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_url` | Professional network profile URL of the workplace | String | | `company_url_shorthand_name` | Shorthand name from the company profile URL | String | | `company_url_canonical_shorthand_name` | The most recent version of company profile URL `shorthand_name` | String | | `company_industry` | Company's industry | String | | `company_website` | Company's website | String | | `company_logo_url` | URL pointing to the logo of the company/employer | String | | `company_employees_count` | Number of employees on Professional network who associated their experience with the company | Number (integer) | | `company_size` | Company size | 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 | | `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:** {% code title="Experience" %} ```json "experience": [ { "id": "a1b2c3d4-e5f6-7890-ab12-cd34ef567890", "title": "Senior Software Engineer", "location": "San Francisco, CA", "company_id": 91323973, "company_source_id": 1011745, "company_name": "Example Company.", "company_url": "https://www.professional_network.com/profile/example-company", "company_website": "https://www.example-company.com", "company_shorthand_name": "example-company", "company_url_canonical_shorthand_name": "example-company1", "company_logo_url": "https://example-images.com/dms/image/v2/company-logo", "company_industry": "IT Systems Operations and Maintenance", "company_employees_count": 10, "company_size": "51-200 employees", "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" } ] ``` {% endcode %} ### Languages | Data field | 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:** {% code title="Languages" %} ```json "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" } ] ``` {% endcode %} ### Organizations | Data field | 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:** {% code title="Organizations" %} ```json "organizations": [ { "id": "b1a2c3d4-5678-90ab-cdef-1234567890ab", "organization": "Example Organization", "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" } ], ``` {% endcode %} ### Patents | Data field | 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:** {% code title="Patents" %} ```json "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/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" } ] ``` {% endcode %} ### Projects | Data field | 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 Professional network profile URL | 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:** {% code title="Projects" %} ```json "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": "John Doe", "profile_url": "www.professional_network.com/in/john-doe", "order_in_profile": 1 }, { "full_name": "Jane Smith", "profile_url": "www.professional_network.com/in/jane-smith", "order_in_profile": 2 } ], "order_in_profile": 1, "deleted": 0, "created_at": "2020-01-01T10:00:00Z", "updated_at": "2022-06-01T12:00:00Z" } ] ``` {% endcode %} ### Publications | Data field | 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` | Author's section record order | Number (integer) | | `publication_url` | Publication website 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:** {% code title="Publications" %} ```json "publications": [ { "id": "f1e2d3c4-b5a6-7890-ab12-cd34ef567890", "title": "Advances in Machine Learning", "publisher": "Example 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/john-doe", "order_in_profile": 1 }, { "full_name": "Jane Smith", "profile_url": "https://example.com/jane-smith", "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" } ] ``` {% endcode %} ### Recommendations | Data field | 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:** {% code title="Recommendations" %} ```json "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 Smith", "referee_url": "https:/www.professional_network.com/in/jane-smith", "order_in_profile": 1, "deleted": 0, "created_at": "2022-05-01T10:00:00Z", "updated_at": "2022-05-01T12:00:00Z" } ] ``` {% endcode %} ### Similar profiles | Data field | 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 | | `company` | Company name associated with the similar profile | String | | `followers` | Follower count or description for the similar profile | 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) | **See a snippet of the dataset for reference:** {% code title="Similar profiles" %} ```json "similar_profiles": [ { "id": "b1a2c3d4-f5e6-7890-ab12-cd34ef567890", "profile_url": "www.professional_network.com/in/jane-doe", "full_name": "Jane Doe", "headline": "Senior Data Scientist at Tech Corp", "location": "New York, NY", "company": "Tech Corp", "followers": "210", "order_in_profile": 1, "created_at": "2023-01-01T10:00:00Z", "updated_at": "2023-01-01T12:00:00Z" } ] ``` {% endcode %} ### Others named | Data field | Description | Data type | | ------------------ | ----------------------------------------------------------------------------------------------------------- | ---------------- | | `other_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) | {% code title="Others named" %} ```json "other_named": [ { "id": "b1a2c3d4-f5e6-7890-ab12-cd34ef567890", "profile_url": "www.professional_network.com/in/jane-doe", "full_name": "Jane Doe", "headline": "Senior Data Scientist at Tech Corp", "location": "New York, NY", "order_in_profile": 1, "created_at": "2023-01-01T10:00:00Z", "updated_at": "2023-01-01T12:00:00Z" } ] ``` {% endcode %} ### Test scores | Data field | 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) | | `date_day` | Test completion day | 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:** {% code title="Test scores" %} ```json "test_scores": [ { "id": "c1d2e3f4-a5b6-7890-ab12-cd34ef567890", "title": "General Test", "date": "2021-09-15", "date_year": 2021, "date_month": 9, "date_day": 15, "description": "Scored in the 95th percentile on the 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" } ] ``` {% endcode %} ### Volunteering positions | Data field | 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_to` | Volunteering end date | String (date) | | `date_to_year` | End year | Number (integer) | | `duration` | Volunteering duration | String | | `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) | | `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:** {% code title="Volunteering positions" %} ```json "volunteering_positions": [ { "id": "d1e2f3a4-b5c6-7890-ab12-cd34ef567890", "organization": "Example Organization", "role": "Volunteer Coordinator", "cause": "Poverty Alleviation", "date_from": "2018-04-01", "date_from_year": 2018, "date_to": "2021-12-01", "date_to_year": 2021, "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/example-organization", "organization_shorthand_name": "CAN", "order_in_profile": 1, "deleted": 0, "created_at": "2018-04-01T08:00:00Z", "updated_at": "2021-12-01T17:00:00Z" } ] ``` {% endcode %} ### Websites | Data field | 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) | | `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) | {% code title="Websites table" %} ```json "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" } ] ``` {% endcode %} ### Activity | Data field | 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) | | `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:** {% code title="Activity" %} ```json "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" } ] ``` {% endcode %} ### Inferred skills | Data field | Description | Data type | | ----------------- | ------------------------------------------------------------------ | ---------------- | | `inferred_skills` | Lists employees' skills based on the descriptions from the profile | Array of strings | **See a snippet of the dataset for reference:** {% code title="Inferred skills" %} ```json "inferred_skills": [ "software development", "troubleshooting", "web development" ] ``` {% endcode %}