What Data Is Exported?What Data Is Exported?
ℹ️

What Data Is Exported?

What Data Is Exported?

We offer two (2) export formats:
 
"NORMAL" - is the format that most people would use.
"RAW" - is the most comprehensive format, which intercepts everything the LinkedIn webapp uses to render the profile.

See the data yourself!

 
This data is sourced from the following search and scraped from the first 25 results using Sales Navigator: https://www.linkedin.com/sales/search/people/list/employees-for-account/1337.

Data Overview

Here you can see an example of the three export formats for a single lead.
tl;dr "csv clean" is what we think is most relevant, the others are everything that LinkedIn shows you when viewing their profile, including their entire employment history, linked social profiles, bio, etc.
 
CSV (Clean) Format
Date
Profile URL
First Name
Last Name
Full Name
Location
Job Title
Company Name
Industry
Company Location
Social Handle
Social Network
Websites
New Job (90 Days)
Current Position
Job Description
Month Started
Year Started
Profile Headline
Profile Summary
School
Degree
Education Start
Education End
Field of Study
Shared Connections
Paul
Tice
Paul Tice
Portland, Oregon Area
Founder and CEO
ToPa 3D
Information Technology and Services
Greater Bend Area
topa3d
TWITTER
FALSE
TRUE
ToPa 3D - an Emerging Small Business (ESB) Certified data visualization and design company leveraging the latest in 3D capture systems and reality modeling workflows. ‚ÄãWith an emphasis on sustainability projects, adaptive reuse and historic preservation applications, ToPa 3D provides infrastructure 3D as-built documentation, analysis and design support. By selecting among the most innovative, systems-thinking professionals in the industry, the ToPa 3D team creates a clear visual, 3D lens for project stakeholders to accelerate their project goals though our high-precision, rapid and cost-effective deliverables.
9
2013
CEO | Reality Capture Consultant | LinkedIn Learning Author
Professional Experience: Over 20 years of building and leading technical teams on various large, complex Survey, CAD, GIS and 3D scanning projects. Specialties: Project Engineering and training teams on implementing various 3D technologies for construction and design; Creating accurate as-builts/site plans for large, complex buildings, structures and landscapes; Licensed sUAS (Drone) pilot; Photogrammetry Mapping and Reality Modeling; Creating and delivering project Visualizations/Presentations to stakeholders. Special Projects -3D Historical Preservation: 'The Sentinel Project'. A collaboration with various historical preservation organizations to document historical architecture and landscapes throughout the world with 3D scanning, multimedia and various other visual technologies - 2012-Present -Journalist with LiDAR Magazine and SPAR 3D
Portland State University
1996
2000
Geology, Biogeochemistry, GIS
5703
2
CSV (Raw) Format
objectUrn
contactInfo.socialHandles.0.name
contactInfo.socialHandles.0.type
contactInfo.socialHandles.0.dataSource
contactInfo.websites.0.category
contactInfo.websites.0.dataSource
contactInfo.websites.0.url
contactInfo.websites.1.category
contactInfo.websites.1.dataSource
contactInfo.websites.1.url
contactInfo.websites.2.category
contactInfo.websites.2.dataSource
contactInfo.websites.2.url
crmStatus.imported
educations.0.endedOn.year
educations.0.fieldsOfStudy.0
educations.0.schoolName
educations.0.startedOn.year
educations.0.eduId
educations.1.endedOn.year
educations.1.fieldsOfStudy.0
educations.1.school
educations.1.schoolName
educations.1.startedOn.year
educations.1.eduId
educations.2.endedOn.year
educations.2.fieldsOfStudy.0
educations.2.schoolName
educations.2.startedOn.year
educations.2.eduId
educations.3.endedOn.year
educations.3.fieldsOfStudy.0
educations.3.schoolName
educations.3.startedOn.year
educations.3.eduId
educations.4.endedOn.year
educations.4.fieldsOfStudy.0
educations.4.degree
educations.4.schoolName
educations.4.startedOn.year
educations.4.eduId
inmailRestriction
unlocked
showTotalConnectionsPage
defaultPosition.new
defaultPosition.companyName
defaultPosition.description
defaultPosition.title
defaultPosition.companyUrn
defaultPosition.posId
defaultPosition.current
defaultPosition.location
defaultPosition.startedOn.month
defaultPosition.startedOn.year
noteCount
degree
positions.0.new
positions.0.companyName
positions.0.description
positions.0.title
positions.0.companyUrn
positions.0.posId
positions.0.current
positions.0.location
positions.0.startedOn.month
positions.0.startedOn.year
positions.1.new
positions.1.companyName
positions.1.description
positions.1.title
positions.1.companyUrn
positions.1.posId
positions.1.current
positions.1.location
positions.1.startedOn.month
positions.1.startedOn.year
positions.2.new
positions.2.endedOn.month
positions.2.endedOn.year
positions.2.companyName
positions.2.description
positions.2.title
positions.2.companyUrn
positions.2.posId
positions.2.current
positions.2.location
positions.2.startedOn.month
positions.2.startedOn.year
positions.3.new
positions.3.endedOn.month
positions.3.endedOn.year
positions.3.companyName
positions.3.description
positions.3.title
positions.3.companyUrn
positions.3.posId
positions.3.current
positions.3.location
positions.3.startedOn.month
positions.3.startedOn.year
positions.4.new
positions.4.endedOn.month
positions.4.endedOn.year
positions.4.companyName
positions.4.description
positions.4.title
positions.4.companyUrn
positions.4.posId
positions.4.current
positions.4.location
positions.4.startedOn.month
positions.4.startedOn.year
positions.5.new
positions.5.endedOn.month
positions.5.endedOn.year
positions.5.companyName
positions.5.description
positions.5.title
positions.5.posId
positions.5.current
positions.5.location
positions.5.startedOn.month
positions.5.startedOn.year
positions.6.new
positions.6.endedOn.month
positions.6.endedOn.year
positions.6.companyName
positions.6.description
positions.6.title
positions.6.companyUrn
positions.6.posId
positions.6.current
positions.6.location
positions.6.startedOn.month
positions.6.startedOn.year
positions.7.new
positions.7.endedOn.month
positions.7.endedOn.year
positions.7.companyName
positions.7.description
positions.7.title
positions.7.posId
positions.7.current
positions.7.location
positions.7.startedOn.month
positions.7.startedOn.year
positions.8.new
positions.8.endedOn.month
positions.8.endedOn.year
positions.8.companyName
positions.8.description
positions.8.title
positions.8.companyUrn
positions.8.posId
positions.8.current
positions.8.location
positions.8.startedOn.month
positions.8.startedOn.year
relatedColleagueCompanyId
savedLead
firstName
numOfSharedConnections
memberBadges.premium
memberBadges.openLink
memberBadges.jobSeeker
lastName
memorialized
industry
entityUrn
numOfConnections
profilePictureDisplayImage.artifacts.0.width
profilePictureDisplayImage.artifacts.0.fileIdentifyingUrlPathSegment
profilePictureDisplayImage.artifacts.0.height
profilePictureDisplayImage.artifacts.1.width
profilePictureDisplayImage.artifacts.1.fileIdentifyingUrlPathSegment
profilePictureDisplayImage.artifacts.1.height
profilePictureDisplayImage.artifacts.2.width
profilePictureDisplayImage.artifacts.2.fileIdentifyingUrlPathSegment
profilePictureDisplayImage.artifacts.2.height
profilePictureDisplayImage.artifacts.3.width
profilePictureDisplayImage.artifacts.3.fileIdentifyingUrlPathSegment
profilePictureDisplayImage.artifacts.3.height
profilePictureDisplayImage.rootUrl
headline
profileUnlockInfo.showProfileUnlock
summary
pendingInvitation
fullName
pictureInfo
listCount
flagshipProfileUrl
location
indexed
topa3d
TWITTER
LINKEDIN
OTHER
LINKEDIN
OTHER
LINKEDIN
OTHER
LINKEDIN
FALSE
2000
Geology, Biogeochemistry, GIS
Portland State University
1996
84634097
2009
Social Sciences
urn:li:fs_salesSchool:20175
Chemeketa Community College
2007
84859412
2008
Mathematics, Philosophy
Ohio University
2007
84859344
2012
AIA Portland’s Friday Education (FRED) Professional Development Program
AIA Portland Chapter
2012
100933362
2012
Be Inspired 2011
Bentley Learning Units - 29
Bentley Institute
2011
97614930
NO_RESTRICTION
FALSE
FALSE
FALSE
ToPa 3D
ToPa 3D - an Emerging Small Business (ESB) Certified data visualization and design company leveraging the latest in 3D capture systems and reality modeling workflows. ‚ÄãWith an emphasis on sustainability projects, adaptive reuse and historic preservation applications, ToPa 3D provides infrastructure 3D as-built documentation, analysis and design support. By selecting among the most innovative, systems-thinking professionals in the industry, the ToPa 3D team creates a clear visual, 3D lens for project stakeholders to accelerate their project goals though our high-precision, rapid and cost-effective deliverables.
Founder and CEO
urn:li:fs_salesCompany:3335606
441591499
TRUE
Portland, Oregon Area
9
2013
0
2
FALSE
ToPa 3D
ToPa 3D - an Emerging Small Business (ESB) Certified data visualization and design company leveraging the latest in 3D capture systems and reality modeling workflows. ‚ÄãWith an emphasis on sustainability projects, adaptive reuse and historic preservation applications, ToPa 3D provides infrastructure 3D as-built documentation, analysis and design support. By selecting among the most innovative, systems-thinking professionals in the industry, the ToPa 3D team creates a clear visual, 3D lens for project stakeholders to accelerate their project goals though our high-precision, rapid and cost-effective deliverables.
Founder and CEO
urn:li:fs_salesCompany:3335606
441591499
TRUE
Portland, Oregon Area
9
2013
FALSE
LinkedIn
Teaching for LinkedIn Learning is one of my greatest passions and supporting others in the reality capture industry has been extremely rewarding. Should you need support on building your Virtual Design and Construction (VDC) program, developing program standards for your company [large or small], or consulting on your project that is using reality capture technologies such as 3D laser scanning, sUAS (drone) mapping, photo documentation, large-scale reality capture, data management and deployment, or other applications, I can help. I bring a great deal of experience to the table on software, hardware, and processes that can create efficiencies for your company. I invite you to chase your interests and passions, whatever that looks like and wherever it may take you.
LinkedIn Learning Author
urn:li:fs_salesCompany:1337
1594317601
TRUE
Carpinteria, California, United States
1
2018
FALSE
9
2013
i-TEN Associates
Responsible for the coordination, implementation and execution of laser scanning, CAD, and BIM projects. Connected project teams and allocated resources to meet project goals. Created and implemented all laser scanning training plans and presentations for both internal staff and clientèle.
Project Manager
urn:li:fs_salesCompany:1259910
315596150
FALSE
Portland, Oregon Area
9
2012
FALSE
9
2013
i-TEN Associates
Created 3D renderings and animations to enhance the quality, productivity, or presentation of projects. Responsible for creation of all point cloud marketing animations and YouTube account management at i-TEN Associates.
Visualization Specialist
urn:li:fs_salesCompany:1259910
223142626
FALSE
Portland, Oregon Area
5
2010
FALSE
9
2012
i-TEN Associates
Prepared clear, accurate working plans and detail drawings from rough or detailed sketches for Architects, Engineers, and Manufacturers, adhering to specified dimensions in a variety of CAD software platforms. Created 3D models from plans and point cloud data in CAD software. Conducted laser scanning operations.
CAD & Laser Scanning Technician
urn:li:fs_salesCompany:1259910
223144428
FALSE
Portland, Oregon Area
5
2010
FALSE
6
2009
Oregon Government Agencies
Responsible for utility and cadastral mapping with various government entities in Oregon including coastal and Willamette Valley counties. Interpreted historical land survey records, incorporating deeds and plats into county assessor maps. Edge-matched and provided quality control for ORMAP geodatabase standards using ESRI ArcGIS software. Converted CAD drawings into ArcMap adhering to geodetic control and geographic projections.
Cartographer
501369031
FALSE
Various
6
2002
FALSE
2
2001
Qwest
Performed troubleshooting and repair of telecommunications plant. Interpreted and implemented plant designs and upgrades.
Networking Technician
urn:li:fs_salesCompany:4955
234034693
FALSE
Portland, Oregon Area
7
1996
FALSE
8
2000
Oregon Department of Geology and Mineral Industries
Collected seismic data along the Mt. Angel Fault for published paper: "Shallow SH-wave seismic investigation of the Mt. Angel Fault, Northwest Oregon, USA".  Project scientists: Zhenming Wang, Ian P. Madin, Edward W. Woolery
Intern
257076649
FALSE
Portland, Oregon Area
7
2000
FALSE
8
1996
U.S. Army
Sergeant E-5: Coordinated daily tank crew operations and missions both in the US and Europe.
Armor Crewman
urn:li:fs_salesCompany:1223
223155978
FALSE
Mannheim Area, Germany
7
1991
3335606
FALSE
Paul
2
TRUE
FALSE
FALSE
Tice
FALSE
Information Technology and Services
urn:li:fs_salesProfile:(ACwAAAindkEBhW9qJ_RqPr_u0jD59VwiSObXhxw,NAME_SEARCH,WdtR)
5703
100
100
200
200
400
400
800
800
CEO | Reality Capture Consultant | LinkedIn Learning Author
FALSE
Professional Experience: Over 20 years of building and leading technical teams on various large, complex Survey, CAD, GIS and 3D scanning projects. Specialties: Project Engineering and training teams on implementing various 3D technologies for construction and design; Creating accurate as-builts/site plans for large, complex buildings, structures and landscapes; Licensed sUAS (Drone) pilot; Photogrammetry Mapping and Reality Modeling; Creating and delivering project Visualizations/Presentations to stakeholders. Special Projects -3D Historical Preservation: 'The Sentinel Project'. A collaboration with various historical preservation organizations to document historical architecture and landscapes throughout the world with 3D scanning, multimedia and various other visual technologies - 2012-Present -Journalist with LiDAR Magazine and SPAR 3D
FALSE
Paul Tice
[object Object]
0
Greater Bend Area
10/2/2020, 7:01:44 PM