Person Data Overview

A quick overview of the person-related fields we offer

The following table contains an overview of each person-related field in our dataset. Click the field name to go to the corresponding section in our Person Schema to see additional details about each field.

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Field Availability

Please note: Not all fields are available in all packages.

For more details about the fields we offer, including fill rates and which fields are included in the base vs premium packages, check out our Person Stats pages.

FieldTypeShort Description
birth_dateString (Date)The day the person was born
birth_yearIntegerThe year the person was born
certificationsArray [Object]Any certifications the person has
certifications.end_dateString (Date)The expiration date of the certification
certifications.nameStringCertification name
certifications.organizationStringThe organization awarding the certification
certifications.start_dateString (Date)The date the certification was awarded
countriesArray [Enum (String)]All countries associated with the person
educationArray [Object]The person's education information
education.degreesArray [Enum (String)]The degrees the person earned at the school
education.end_dateString (Date)The date the person left the school
education.gpaFloatThe GPA the person earned at the school
education.majorsArray [Enum (String)]All majors the person earned at the school
education.minorsArray [Enum (String)]All minors the person earned at the school
education.rawStringRaw education data
education.schoolObjectThe school the person attended
education.school.domainStringThe primary website domain associated with the school
education.school.facebook_urlStringThe school's Facebook URL
education.school.idStringThe non-persistent ID for the school in our records
education.school.linkedin_idStringThe school's LinkedIn ID
education.school.linkedin_urlStringThe school's LinkedIn URL
education.school.locationObjectThe location of the school
education.school.location.continentEnum (String)The continent the school is in
education.school.location.countryEnum (String)The country the school is in
education.school.location.localityStringThe locality the school is in
education.school.location.nameStringOur cleaned values for the school location in the format "locality, region, country"
education.school.location.regionStringThe region the school is in
education.school.nameStringThe name of the school
education.school.rawStringRaw school name
education.school.twitter_urlStringThe school's Twitter URL
education.school.typeEnum (String)The school type
education.school.websiteStringThe website URL associated with the school
education.start_dateString (Date)The date the person started at the school
education.summaryStringUser-inputted summary of their education
emailsArray [Object]Email addresses associated with the person
emails.addressStringThe fully parsed email address
emails.first_seenString (Date)The date that this entity was first associated with the Person record
emails.last_seenString (Date)The date that this entity was last associated with the Person record
emails.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this entity with the Person record
emails.typeEnum (String)The type of email
experienceArray [Object]The person's work experience
experience.companyObjectThe company where the person worked
experience.company.facebook_urlStringThe company's Facebook URL
experience.company.foundedInteger (> 0)The founding year of the company
experience.company.idStringThe company's PDL ID
experience.company.industryEnum (String)The self-identified industry of the company
experience.company.linkedin_idStringThe company's LinkedIn ID
experience.company.linkedin_urlStringThe company's LinkedIn URL
experience.company.locationObjectThe location of the company's headquarters
experience.company.location.address_line_2StringThe street address line 2 of the company HQ address
experience.company.location.continentEnum (String)The continent the company HQ is in
experience.company.location.countryEnum (String)The country the company HQ is in
experience.company.location.geoStringCity-center geo code of the company HQ, in the format "latitude, longitude"
experience.company.location.localityStringThe locality the company HQ is in
experience.company.location.metroEnum (String)The metro area the company HQ is in
experience.company.location.nameStringOur cleaned values for the company HQ location in the format "locality, region, country"
experience.company.location.postal_codeStringThe postal code of the company HQ address
experience.company.location.regionStringThe region the company HQ is in
experience.company.location.street_addressStringThe street address of the company HQ
experience.company.nameStringThe company name, cleaned and standardized
experience.company.rawStringRaw company name
experience.company.sizeEnum (String)The self-reported company size range
experience.company.tickerStringThe company ticker
experience.company.twitter_urlStringThe company's Twitter URL
experience.company.typeEnum (String)The company type
experience.company.websiteStringThe company's primary website, cleaned and standardized
experience.end_dateString (Date)The date the person left the company
experience.first_seenString (Date)The date that this entity was first associated with the Person record
experience.is_primaryBooleanWhether this is the person's current job or not
experience.last_seenString (Date)The date that this entity was last associated with the Person record
experience.location_namesArray [String]Locations where the person has worked while with this company (if different from the company HQ)
experience.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this entity with the Person record
experience.start_dateString (Date)The date the person started at the company
experience.summaryStringUser-inputted summary of their work experience
experience.titleObjectThe person's job title while at the company
experience.title.levelsArray [Enum (String)]The level(s) of the job title
experience.title.nameStringThe cleaned job title
experience.title.rawStringRaw job title input
experience.title.roleEnum (String)One of the Canonical Job Roles
experience.title.sub_roleEnum (String)One of the Canonical Job Sub Roles
facebook_friendsInteger (>= 0)The number of Facebook friends the person has
facebook_idStringThe person's Facebook profile ID based on source agreement
facebook_urlStringThe person's Facebook profile URL based on source agreement
facebook_usernameStringThe person's Facebook profile username based on source agreement
first_nameStringThe person's first name
first_seenString (Date)The date when this record was first created in our data
full_nameStringThe person's full name
genderEnum (String)The person's gender
github_urlStringThe person's GitHub profile URL based on source agreement
github_usernameStringThe person's GitHub profile username based on source agreement
idStringA unique persistent identifier for the person
industryEnum (String)The most relevant industry for this person based on their work history
inferred_salaryEnum (String)The inferred salary range (USD) for the person's current job
inferred_years_experienceInteger (0 - 100)The person's inferred years of total work experience
interestsArray [String]The person's self-reported interests
job_company_facebook_urlStringThe person's current company's Facebook URL
job_company_foundedInteger (> 0)The person's current company's founding year
job_company_idStringThe person's current company's PDL ID
job_company_industryEnum (String)The person's current company's industry
job_company_linkedin_idStringThe person's current company's LinkedIn ID
job_company_linkedin_urlStringThe person's current company's LinkedIn URL
job_company_location_address_line_2StringThe person's current company's headquarters' street address line 2
job_company_location_continentEnum (String)The person's current company's headquarters' continent
job_company_location_countryEnum (String)The person's current company's headquarters' country
job_company_location_geoStringThe person's current company's headquarters' city-center geographic coordinates
job_company_location_localityStringThe person's current company's headquarters' locality
job_company_location_metroEnum (String)The person's current company's headquarters' metro area
job_company_location_nameStringThe person's current company's headquarters' location name
job_company_location_postal_codeStringThe person's current company's headquarters' postal code
job_company_location_regionStringThe person's current company's headquarters' region
job_company_location_street_addressStringThe person's current company's headquarters' street address
job_company_nameStringThe person's current company's name
job_company_sizeEnum (String)The person's current company's size range
job_company_tickerStringThe company ticker for the person's current job
job_company_twitter_urlStringThe person's current company's Twitter URL
job_company_typeEnum (String)The company type for the person's current job
job_company_websiteStringThe person's current company's website
job_historyArray [Object]Any additional professional positions associated with this person
job_history.company_idStringPDL Company ID
job_history.company_nameStringCompany name
job_history.first_seenString (Date)The date that this experience was first associated with this record
job_history.last_seenString (Date)The date that this experience was last associated with this record
job_history.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this profile with this record
job_history.titleStringJob Title
job_last_updatedString (Date)The timestamp that a new data source contributed to the record for the person's current job
job_onet_broad_occupationStringThe O*NET Broad Occupation associated with the person’s current job title
job_onet_codeStringThe 8-digit O*NET code for the person’s current job title
job_onet_major_groupStringThe O*NET Major Group associated with the person’s current job title
job_onet_minor_groupStringThe O*NET Minor Group associated with the person’s current job title
job_onet_specific_occupationStringThe O*NET Specific Occupation associated with the person’s current job title
job_onet_specific_occupation_detailStringA more detailed job title classification than O*NET Specific Occupation
job_start_dateString (Date)The date the person started their current job
job_summaryStringUser-inputted summary of their current job
job_titleStringThe person's current job title
job_title_levelsArray [Enum (String)]The derived level(s) of the person's current job title
job_title_roleEnum (String)The derived role of the person's current job title
job_title_sub_roleEnum (String)The derived subrole of the person's current job title
languagesArray [Object]Languages the person knows
languages.nameEnum (String)The language
languages.proficiencyInteger (1-5)Self-ranked language proficiency from 1 (limited) to 5 (fluent)
last_initialString (1 character)The first letter of the person's last name
last_nameStringThe person's last name
linkedin_connectionsInteger (>= 0)The number of LinkedIn connections the person has
linkedin_idStringThe person's LinkedIn profile ID based on source agreement
linkedin_urlStringThe person's LinkedIn profile URL based on source agreement
linkedin_usernameStringThe person's LinkedIn profile username based on source agreement
location_address_line_2StringThe person's current street address line 2
location_continentEnum (String)The continent of the person's current address
location_countryEnum (String)The country of the person's current address
location_geoStringThe geo code of the city center of the person's current address
location_last_updatedString (Date)The timestamp that a new data source contributed to the record for the person's current address
location_localityStringThe locality of the person's current address
location_metroEnum (String)The metro of the person's current address
location_nameStringThe location of the person's current address
location_namesArray [String]All location names associated with the person
location_postal_codeStringThe postal code of the person's current address
location_regionStringThe region of the person's current address
location_street_addressStringThe person's current street address
middle_initialString (1 character)The first letter of the person's middle name
middle_nameStringThe person's middle name
mobile_phoneString (Phone)The person's mobile phone number
name_aliasesArray [String]Any other names the person goes by
num_recordsInteger (> 0)The number of unique raw records contributing to this specific PDL profile
num_sourcesInteger (> 0)The number of unique sources contributing to this specific PDL profile
personal_emailsArray [String]All personal emails associated with the person
phone_numbersArray [String (Phone)]All phone numbers associated with the person
phonesArray [Object]The list of phone numbers associated with this record
phones.first_seenString (Date)The date that this number was first associated with this record
phones.last_seenString (Date)The date that this number was last associated with this record
phones.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this profile with this record
phones.numberString (Phone)The phone number
possible_birth_datesArray [String (Date)]Birthdays associated with this person that have a lower level of confidence
possible_emailsArray [Object]Email addresses associated with this person that have a lower level of confidence
possible_emails.addressStringThe fully parsed email address
possible_emails.first_seenString (Date)The date that this entity was first associated with the Person record
possible_emails.last_seenString (Date)The date that this entity was last associated with the Person record
possible_emails.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this entity with the Person record
possible_emails.typeEnum (String)The type of email
possible_location_namesArray [String]Locations associated with this person that have a lower level of confidence
possible_phonesArray [Object]Phone numbers associated with this person that have a lower level of confidence
possible_phones.first_seenString (Date)The date that this number was first associated with this record
possible_phones.last_seenString (Date)The date that this number was last associated with this record
possible_phones.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this profile with this record
possible_phones.numberString (Phone)The phone number
possible_profilesArray [Object]Social profiles associated with this person that have a lower level of confidence
possible_profiles.first_seenString (Date)The date that this entity was first associated with the Person record
possible_profiles.idStringThe profile ID
possible_profiles.last_seenString (Date)The date that this entity was last associated with the Person record
possible_profiles.networkEnum (String)The social network the profile is on
possible_profiles.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this entity with the Person record
possible_profiles.urlStringThe profile URL
possible_profiles.usernameStringThe profile username
possible_street_addressesArray [Object]Addresses associated with this person that have a lower level of confidence
possible_street_addresses.address_line_2StringThe street address line 2
possible_street_addresses.continentEnum (String)The continent the address is in
possible_street_addresses.countryEnum (String)The country the address is in
possible_street_addresses.first_seenString (Date)The date that this entity was first associated with the Person record
possible_street_addresses.geoStringThe city-center geographic coordinates of the address
possible_street_addresses.last_seenString (Date)The date that this entity was last associated with the Person record
possible_street_addresses.localityStringThe locality the address is in
possible_street_addresses.metroEnum (String)The metro area the address is in
possible_street_addresses.nameStringThe location of the address
possible_street_addresses.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this entity with the Person record
possible_street_addresses.postal_codeStringThe postal code of the address
possible_street_addresses.regionStringThe region of the address
possible_street_addresses.street_addressStringThe street address
profilesArray [Object]Social profiles associated with the person
profiles.first_seenString (Date)The date that this entity was first associated with the Person record
profiles.idStringThe profile ID
profiles.last_seenString (Date)The date that this entity was last associated with the Person record.
profiles.networkEnum (String)The social network the profile is on
profiles.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this entity with the Person record
profiles.urlStringThe profile URL.
profiles.usernameStringThe profile username
recommended_personal_emailStringThe best available email to reach a person
regionsArray [String]All regions associated with the person
skillsArray [String]The person's self-reported skills
street_addressesArray [Object]All street addresses associated with the person
street_addresses.address_line_2StringThe street address line 2
street_addresses.continentEnum (String)The continent the address is in
street_addresses.countryEnum (String)The country the address is in
street_addresses.first_seenString (Date)The date that this entity was first associated with the Person record
street_addresses.geoStringThe city-center geographic coordinates of the address
street_addresses.last_seenString (Date)The date that this entity was last associated with the Person record
street_addresses.localityStringThe locality the address is in
street_addresses.metroEnum (String)The metro area the address is in
street_addresses.nameStringThe location of the address
street_addresses.num_sourcesInteger (> 0)The number of sources that have contributed to the association of this entity with the Person record
street_addresses.postal_codeStringThe postal code of the address
street_addresses.regionStringThe region of the address
street_addresses.street_addressStringThe street address
summaryStringUser-inputted personal summary
twitter_urlStringThe person's Twitter profile URL based on source agreement
twitter_usernameStringThe person's Twitter profile username based on source agreement
work_emailStringThe person's current work email