Person Data License

**About People Data Labs**

- People Data Labs is your engineering partner for all things B2B data. Our company has enabled thousands of engineering, data science, product, and other technical teams to build compliant, innovative, software solutions using B2B data.
- People Data Labs provides company and person data via flat files and APIs

**About this Dataset**

- This is a paid dataset that requires a signed order form with PDL to access
- Our person dataset contains over 3 billion profiles on people in our identity graph.
- Customers will commonly license "slices" of this dataset that focus on a single primary key that best fits their use case.
- This data covers global profiles with at least one piece of identifying information.

**Tables Included**

1. PEOPLE

birth_date
birth_year
certifications
countries
education
emails
experience
facebook_id
facebook_url
facebook_username
first_name
first_seen
full_name
gender
github_url
github_username
id
industry
inferred_salary
inferred_years_experience
interests
job_company_facebook_url
job_company_founded
job_company_id
job_company_industry
job_company_linkedin_id
job_company_linkedin_url
job_company_location_address_line_2
job_company_location_continent
job_company_location_country
job_company_location_geo
job_company_name
job_company_ticker
job_company_type
job_company_website
job_history
job_onet_broad_occupation
job_onet_code
job_onet_major_group
job_onet_minor_group
job_onet_specific_occupation
job_onet_specific_occupation_detail
job_summary
job_title
job_title_levels
job_title_role
job_title_sub_role
languages
last_initial
last_name
linkedin_connections
linkedin_id
linkedin_url
linkedin_username
location_address_line_2
location_continent
location_country
location_geo
location_last_updated
location_locality
location_metro
location_name
location_names
location_postal_code
location_region
location_street_address
middle_initial
middle_name
mobile_phone
name_aliases
num_records
num_sources
personal_emails
phone_numbers
phones
profiles
recommended_personal_email
regions
skills
street_addresses
summary
twitter_url
twitter_username
work_email

2. EMAILS

address
first_seen
last_seen
num_sources
type
people_id

3. PHONE_NUMBERS

phone_number
people_id

4. EXPERIENCE

company_facebook_url
company_founded
company_id
company_industry
company_linkedin_id
company_linkedin_url
company_location_address_line_2
company_location_continent
company_location_country
company_location_geo
company_location_locality
company_location_metro
company_location_name
company_location_postal_code
company_location_region
company_location_street_address
company_name
company_size
company_ticker
company_twitter_url
company_type
company_website
company
end_date
first_seen
is_primary
last_seen
location_names
start_date
summary
title_name
title_role
title_sub_role
title
people_id
experience_id

5. EDUCATION

degrees
end_date
gpa
majors
minors
raw
school_domain
school_facebook_url
school_id
school_linkedin_id
school_linkedin_url
school_location_continent
school_location_country
school_location_locality
school_location_name
school_location_region
school_name
school_twitter_url
school_type
school_website
school
start_date
summary
people_id
education_id

6. PROFILES

people_id
url
profile_id
social_network
username
first_seen
last_seen
num_sources

7. SKILLS

people_id
skill

8. INTERESTS

people_id
interest

9. LANGUAGES

people_id
name
proficiency

10. STREET_ADDRESSES

people_id
address_line_2
continent
country
first_seen
geo
last_seen
locality
metro
name
num_sources
postal_code
region
street_address

**Sourcing**

People Data Labs has thousands of contributing data sources that enhance our person and company data as well as our ancillary location and school datasets. These sources fall into two categories, our "Data Union" sources and our public data sources. The "Data Union" is our proprietary data sharing co-op. Customers opt-in to sharing their data and warrant that their data is fully compliant with global data privacy regulations. Our public data sources help us shore up areas where our data union sources are not providing enough information. These sources include open-sourced datasets, publicly available and free-use government filings, and others. This data is also globally compliant and fair use.