Linkedin Profile Collector
Extract detailed information such as work experience, education, skills, and other publicly available data from LinkedIn profilesβ supports up to 50 profiles per input.
To improve consistency and clarity, users can include a dictionary in the prompt, defining key terms and expected formats. This helps ensure more precise and structured responses.
Prompt Examples:
Linkedin Profile Collector Dictionary
Column Name
Description
Data Type
id
A unique identifier for the person's LinkedIn profile
Text
name
Profile name
Text
city
Geographical location of the user
Text
country_code
Geographical location of the user
Text
position
The current job title or position of the profile
Text
about
A brief description that provides a concise summary of the profile
Text
posts
Contains information related to the user's last LinkedIn posts
Array
βββ title
The title of the post
Text
βββ attribution
Attribution
Text
βββ img
An image associated with the profile
Image
βββ link
The URL or link to the post
URL
βββ created_at
The timestamp indicating when the post was written
Text
βββ interaction
The interaction with the post (liked/shared/posted)
Text
βββ id
A unique identifier for the post
Text
current_company
Provides information about the user's current professional position
Object
βββ link
The URL or link to the company's LinkedIn page
URL
βββ name
The name of the company
Text
βββ company_id
A unique identifier for the company in the dataset
Text
βββ industry
Historical data point; No longer available
Text
βββ title
The user's job title or position
Text
experience
Contains detailed information about user's professional history
Array
βββ title
Experience title
Text
βββ subtitle
Experience subtitle
Text
βββ subtitleURL
Experience subtitle URL
URL
βββ location
Experience location
Text
βββ description
Experience description
Text
βββ description_html
Experience description in HTML format
Text
βββ duration
Experience duration
Text
βββ start_date
Experience start date
Text
βββ end_date
Experience end date
Text
βββ duration_short
Shortened format of experience duration
Text
positions
Detailed information on held positions
Array
βββ subtitle
Positions subtitle
Text
βββ meta
Positions meta data
Text
βββ description
Positions description
Text
βββ duration
Positions duration
Text
βββ start_date
Positions start date
Text
βββ end_date
Positions end date
Text
βββ duration_short
Shortened format of position duration
Text
βββ title
Positions title
Text
βββ description_html
Positions description in HTML format
Text
βββ company
Experience company
Text
βββ company_id
Experience company ID
Text
βββ industry
Experience industry
Text
βββ url
Experience URL
URL
βββ company_logo_url
The URL linking to the companyβs logo
URL
url
URL link to the LinkedIn profile
URL
people_also_viewed
Provides a list of LinkedIn profiles that other users viewed as well
Array
βββ profile_link
People URL link
URL
βββ name
Name
Text
βββ about
Text
Text
βββ location
Geographical location
Text
educations_details
Provides detailed educational background
Text
education
Provides user's educational history
Array
βββ title
Education title
Text
βββ degree
Education degree
Text
βββ field
Education field
Text
βββ meta
Education meta data
Text
βββ url
Education URL
URL
βββ start_year
Education start year
Text
βββ end_year
Education end year
Text
βββ description
Description of education
Text
βββ description_html
Description in HTML format
Text
βββ institute_logo_url
The URL for the instituteβs logo
URL
recommendations_count
The total number of recommendations the user has received
Number
avatar
URL link to the LinkedIn user's profile picture
URL
courses
Contains information about courses or educational programs
Array
βββ subtitle
Courses subtitle
Text
βββ title
Courses title
Text
βββ meta
Courses meta data
Text
languages
Information on user's language proficiencies
Array
βββ subtitle
Languages subtitle
Text
βββ title
Languages title
Text
certifications
Licenses & Certifications obtained
Array
βββ meta
Certifications meta data
Text
βββ subtitle
Certifications subtitle
Text
βββ title
Certifications title
Text
βββ credential_url
URL link to credential
URL
recommendations
Recommendations received from connections
Array
volunteer_experience
Information on userβs volunteer work
Array
βββ cause
Volunteer cause
Text
βββ duration
Volunteer duration
Text
βββ duration_short
Shortened volunteer duration
Text
βββ end_date
Volunteer end date
Text
βββ info
Volunteer info
Text
βββ start_date
Volunteer start date
Text
βββ subtitle
Volunteer subtitle
Text
βββ title
Volunteer title
Text
followers
Number of users/companies following the profile
Number
connections
Number of connections the profile has
Number
current_company_company_id
The ID of the latest/current company of the profile
Text
current_company_name
The name of the latest/current company of the profile
Text
publications
List of publications
Array
βββ title
Publication title
Text
βββ subtitle
Publication subtitle
Text
βββ date
Publication date
Text
βββ description
Publication description
Text
patents
List of patents
Array
βββ title
Patent title
Text
βββ date_issued
Date the patent was issued
Text
βββ patents_id
Patent ID
Text
βββ description
Patent description
Text
projects
List of projects
Array
βββ title
Project title
Text
βββ start_date
Project start date
Text
βββ end_date
Project end date
Text
βββ description
Project description
Text
organizations
List of organizations
Array
βββ title
Organization title
Text
βββ membership_type
Type of membership
Text
βββ start_date
Membership start date
Text
βββ end_date
Membership end date
Text
βββ description
Organization description
Text
βββ membership_number
Membership number
Text
location
Userβs geographical location
Text
input_url
The URL entered when starting the scraping process
URL
linkedin_id
LinkedIn ID
Text
activity
Recent activity regarding posts
Array
βββ interaction
Type of interaction
Text
βββ link
URL link to the activity
URL
βββ title
Title of the activity
Text
βββ img
Image URL
URL
βββ id
Activity ID
Text
linkedin_num_id
Numeric LinkedIn ID
Text
banner_image
Banner image URL
URL
honors_and_awards
List of honors and awards
Array
βββ title
Title of the honor or award
Text
βββ publication
Publication related to the honor or award
Text
βββ date
Date the honor or award was received
Date
βββ description
Description of the honor or award
Text
similar_profiles
LinkedIn profiles similar to this one
Array
βββ url
Profile URL
URL
βββ name
Profile name
Text
βββ title
Profile title
Text
βββ url_text
URL text
Text
default_avatar
Indicates if the avatar picture is the default empty picture
Boolean
memorialized_account
Indicates if the account is memorialized
Boolean
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