The PeopleDataLabs Developer Hub

Welcome to the PeopleDataLabs developer hub. You'll find comprehensive guides and documentation to help you start working with PeopleDataLabs as quickly as possible, as well as support if you get stuck. Let's jump right in!

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Phone Stats

FieldCountNumericFill PercentageRestricted Field
Total416,035,891416035891100%
birth_date90,893,7989089379821.8%
birth_year194,570,52119457052146.8%
certifications1,100,69511006950.3%T
certifications.end_date263,1972631970.1%T
certifications.name1,100,69511006950.3%T
certifications.organization880,5148805140.2%T
certifications.start_date682,4146824140.2%T
countries387,089,56538708956593.0%
education11,121,894111218942.7%
education.degrees5,116,96951169691.2%
education.end_date6,124,34961243491.5%
education.gpa284,8212848210.1%
education.majors5,743,13057431301.4%
education.minors88,408884080.0%
education.school10,931,274109312742.6%
education.school.domain7,619,48176194811.8%
education.school.facebook_url811,7368117360.2%
education.school.id7,693,77276937721.8%
education.school.linkedin_id7,411,58074115801.8%
education.school.linkedin_url7,411,58074115801.8%
education.school.location7,632,93376329331.8%
education.school.location.continent7,632,93376329331.8%
education.school.location.country7,632,93376329331.8%
education.school.location.locality6,966,83869668381.7%
education.school.location.name7,632,93376329331.8%
education.school.location.region7,194,22171942211.7%
education.school.name10,931,218109312182.6%
education.school.raw10,853,149108531492.6%T
education.school.twitter_url809,7888097880.2%
education.school.type10,431,829104318292.5%
education.school.website7,619,48176194811.8%
education.start_date5,523,99255239921.3%
education.summary1,901,31419013140.5%T
emails179,902,91117990291143.2%
emails.address179,902,91117990291143.2%
emails.type162,498,46216249846239.1%
experience45,631,2594563125911.0%
experience.company44,975,5644497556410.8%
experience.company.facebook_url11,576,871115768712.8%
experience.company.founded17,540,391175403914.2%
experience.company.fuzzy_match44,975,5644497556410.8%T
experience.company.id23,520,930235209305.7%
experience.company.industry23,166,303231663035.6%
experience.company.linkedin_id23,018,766230187665.5%
experience.company.linkedin_url23,520,930235209305.7%
experience.company.location22,764,700227647005.5%
experience.company.location.address_line_23,240,38932403890.8%
experience.company.location.continent22,764,700227647005.5%
experience.company.location.country22,764,700227647005.5%
experience.company.location.geo19,303,555193035554.6%
experience.company.location.locality19,701,781197017814.7%
experience.company.location.name22,764,700227647005.5%
experience.company.location.postal_code16,540,155165401554.0%
experience.company.location.region20,650,235206502355.0%
experience.company.location.street_address15,311,854153118543.7%
experience.company.name44,974,1844497418410.8%
experience.company.raw44,406,3974440639710.7%T
experience.company.size23,520,930235209305.7%
experience.company.twitter_url13,148,515131485153.2%
experience.company.website22,536,859225368595.4%
experience.end_date6,444,38764443871.5%
experience.is_primary45,631,2594563125911.0%
experience.location_names24,246,300242463005.8%
experience.start_date10,117,402101174022.4%
experience.summary6,562,74765627471.6%T
experience.title32,247,041322470417.8%
experience.title.levels17,438,629174386294.2%
experience.title.name32,247,041322470417.8%
experience.title.raw32,247,041322470417.8%T
experience.title.role13,220,206132202063.2%
facebook_id17,199,744171997444.1%
facebook_url18,250,968182509684.4%
facebook_username18,250,968182509684.4%
first_name416,035,891416035891100.0%
full_name416,035,891416035891100.0%
gender334,301,56033430156080.4%
github_url95,471954710.0%
github_username95,471954710.0%
id416,035,891416035891100.0%
industry16,089,692160896923.9%
inferred_salary7,404,71374047131.8%T
inferred_years_experience10,515,565105155652.5%T
interests57,430,5315743053113.8%
job_company_facebook_url3,045,77630457760.7%
job_company_founded5,198,95551989551.2%
job_company_id6,783,31767833171.6%
job_company_industry6,697,69966976991.6%
job_company_linkedin_id6,571,52365715231.6%
job_company_linkedin_url6,783,31767833171.6%
job_company_location_address_line_2745,3647453640.2%
job_company_location_continent6,538,42565384251.6%
job_company_location_country6,538,42565384251.6%
job_company_location_geo5,497,91854979181.3%
job_company_location_locality5,643,56556435651.4%
job_company_location_name6,538,42565384251.6%
job_company_location_postal_code4,564,99845649981.1%
job_company_location_region5,925,57059255701.4%
job_company_location_street_address4,109,72341097231.0%
job_company_name10,039,881100398812.4%
job_company_size6,783,31767833171.6%
job_company_twitter_url3,590,65735906570.9%
job_company_website6,211,99562119951.5%
job_last_updated9,048,53890485382.2%
job_title10,387,970103879702.5%
job_title_levels4,262,27442622741.0%
job_title_role4,391,48443914841.1%
languages120,854,41512085441529.0%T
languages.name120,854,41512085441529.0%T
languages.proficiency120,854,41512085441529.0%T
last_name416,035,891416035891100.0%
linkedin_connections10,862,910108629102.6%T
linkedin_id12,152,355121523552.9%
linkedin_url11,135,970111359702.7%
linkedin_username11,135,970111359702.7%
location_address_line_230,518,631305186317.3%
location_continent386,448,09238644809292.9%
location_country386,448,09238644809292.9%
location_geo336,901,33833690133881.0%
location_last_updated10,550,744105507442.5%
location_locality353,158,36935315836984.9%
location_name386,448,09238644809292.9%
location_names370,359,56137035956189.0%
location_postal_code322,675,58532267558577.6%
location_region379,106,02437910602491.1%
location_street_address305,417,33230541733273.4%
middle_initial125,392,58712539258730.1%
middle_name24,505,523245055235.9%
mobile_phone5,951,86459518641.4%
phone_numbers416,035,891416035891100.0%
profiles36,753,878367538788.8%
profiles.id27,944,622279446226.7%
profiles.network36,753,878367538788.8%
profiles.url35,178,914351789148.5%
profiles.username27,757,457277574576.7%
regions385,703,76238570376292.7%
skills7,344,84073448401.8%
street_addresses331,684,28933168428979.7%
street_addresses.address_line_236,944,617369446178.9%
street_addresses.continent331,684,28933168428979.7%
street_addresses.country331,684,28933168428979.7%
street_addresses.geo325,346,25432534625478.2%
street_addresses.locality331,684,28933168428979.7%
street_addresses.name331,684,28933168428979.7%
street_addresses.postal_code328,541,06932854106979.0%
street_addresses.region331,684,28933168428979.7%
street_addresses.street_address331,684,28933168428979.7%
summary9,159,09191590912.2%T
twitter_url463,3134633130.1%
twitter_username463,3134633130.1%
version_status416,035,891416035891100.0%
version_status.contains1,657,37716573770.4%
version_status.current_version416,035,891416035891100.0%
version_status.previous_version416,035,891416035891100.0%
version_status.status416,035,891416035891100.0%
work_email3,849,25538492550.9%

Updated 3 months ago


Phone Stats


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