All Dataset Stats

Description

Our API Dataset is our full Person Dataset and is composed of records containing at least a name and one other piece of PII. The table below summarizes some key statistics and fill rates for fields within this dataset. Premium fields are not accessible by default.

Common Use Cases
Enrichment


FieldCountNumericFill Percentage
Total2,421,432,2622421432262100.0%
birth_date178,897,3131788973137.4%
birth_year361,218,40136121840114.9%
certifications60,179,085601790852.5%
certifications.end_date47,210,465472104651.9%
certifications.name60,179,085601790852.5%
certifications.organization59,016,162590161622.4%
certifications.start_date50,018,762500187622.1%
countries1,774,245,645177424564573.3%
education569,721,63956972163923.5%
education.degrees176,071,7171760717177.3%
education.end_date287,660,80928766080911.9%
education.gpa11,032,531110325310.5%
education.majors227,840,7072278407079.4%
education.minors1,622,48016224800.1%
education.raw320,711,90332071190313.2%
education.school554,885,22455488522422.9%
education.school.domain370,274,48537027448515.3%
education.school.facebook_url265,460,99426546099411.0%
education.school.id381,977,37638197737615.8%
education.school.linkedin_id307,090,63130709063112.7%
education.school.linkedin_url377,854,98437785498415.6%
education.school.location362,725,71936272571915.0%
education.school.location.continent362,725,71936272571915.0%
education.school.location.country362,708,60736270860715.0%
education.school.location.locality353,609,97835360997814.6%
education.school.location.name362,725,71936272571915.0%
education.school.location.region359,767,15935976715914.9%
education.school.name554,861,70055486170022.9%
education.school.raw551,499,28355149928322.8%
education.school.twitter_url250,356,35025035635010.3%
education.school.type511,695,64951169564921.1%
education.school.website370,274,48537027448515.3%
education.start_date273,481,93527348193511.3%
education.summary61,859,810618598102.6%
emails642,556,85464255685426.5%
emails.address642,556,85464255685426.5%
emails.first_seen642,556,85464255685426.5%
emails.last_seen642,556,85464255685426.5%
emails.num_sources642,556,85464255685426.5%
emails.type570,852,29657085229623.6%
experience889,121,00588912100536.7%
experience.company849,546,30284954630235.1%
experience.company.facebook_url348,505,10534850510514.4%
experience.company.founded432,592,76743259276717.9%
experience.company.id553,793,69755379369722.9%
experience.company.industry534,391,19753439119722.1%
experience.company.linkedin_id553,793,69755379369722.9%
experience.company.linkedin_url553,793,69755379369722.9%
experience.company.location529,602,02552960202521.9%
experience.company.location.address_line_280,738,314807383143.3%
experience.company.location.continent528,445,69152844569121.8%
experience.company.location.country529,592,71152959271121.9%
experience.company.location.geo446,595,02344659502318.4%
experience.company.location.locality455,154,50245515450218.8%
experience.company.location.metro224,823,9262248239269.3%
experience.company.location.name529,602,02552960202521.9%
experience.company.location.postal_code401,599,98140159998116.6%
experience.company.location.region489,059,86148905986120.2%
experience.company.location.street_address412,996,63041299663017.1%
experience.company.name849,546,30284954630235.1%
experience.company.raw849,525,76184952576135.1%
experience.company.size553,793,69755379369722.9%
experience.company.ticker124,884,4021248844025.2%
experience.company.twitter_url342,892,24134289224114.2%
experience.company.type553,793,69755379369722.9%
experience.company.website508,807,07250880707221.0%
experience.end_date264,515,29726451529710.9%
experience.first_seen889,121,00588912100536.7%
experience.is_primary889,121,00588912100536.7%
experience.last_seen889,121,00588912100536.7%
experience.location_names332,048,43733204843713.7%
experience.num_sources889,121,00588912100536.7%
experience.start_date423,753,83542375383517.5%
experience.summary173,996,4921739964927.2%
experience.title744,634,09774463409730.8%
experience.title.class476,818,91147681891119.7%
experience.title.levels248,840,20924884020910.3%
experience.title.name744,634,09774463409730.8%
experience.title.raw744,634,09774463409730.8%
experience.title.role476,818,91147681891119.7%
experience.title.sub_role416,247,78941624778917.2%
facebook_friends38,979,251389792511.6%
facebook_id1,006,054,628100605462841.5%
facebook_url716,619,99371661999329.6%
facebook_username716,619,99371661999329.6%
first_name2,421,432,2622421432262100.0%
first_seen2,421,432,2622421432262100.0%
full_name2,421,432,2622421432262100.0%
github_url3,569,71135697110.1%
github_username3,569,71135697110.1%
headline75,405,391754053913.1%
id2,421,432,2622421432262100.0%
industry409,492,10840949210816.9%
inferred_salary273,823,64027382364011.3%
inferred_years_experience421,755,56742175556717.4%
interests102,501,4661025014664.2%
job_company_12mo_employee_growth_rate326,232,06932623206913.5%
job_company_employee_count330,482,62633048262613.6%
job_company_facebook_url167,846,4741678464746.9%
job_company_founded239,113,9122391139129.9%
job_company_id330,511,33933051133913.6%
job_company_industry316,860,84631686084613.1%
job_company_inferred_revenue330,482,62633048262613.6%
job_company_linkedin_id330,511,33933051133913.6%
job_company_linkedin_url330,511,33933051133913.6%
job_company_location_address_line_228,430,640284306401.2%
job_company_location_continent309,913,08630991308612.8%
job_company_location_country310,789,42431078942412.8%
job_company_location_geo240,758,4972407584979.9%
job_company_location_locality247,712,60924771260910.2%
job_company_location_metro97,107,798971077984.0%
job_company_location_name310,800,38031080038012.8%
job_company_location_postal_code206,870,5722068705728.5%
job_company_location_region278,052,92827805292811.5%
job_company_location_street_address215,870,3282158703288.9%
job_company_name509,058,23550905823521.0%
job_company_size330,511,33933051133913.6%
job_company_ticker49,665,998496659982.1%
job_company_total_funding_raised66,147,905661479052.7%
job_company_twitter_url164,225,2151642252156.8%
job_company_type330,511,33933051133913.6%
job_company_website292,297,85529229785512.1%
job_history889,199,57088919957036.7%
job_history.company_id562,710,36656271036623.2%
job_history.company_name849,952,70584995270535.1%
job_history.first_seen889,199,57088919957036.7%
job_history.last_seen889,199,57088919957036.7%
job_history.num_sources889,199,57088919957036.7%
job_history.title744,735,17974473517930.8%
job_last_changed539,358,76453935876422.3%
job_last_verified539,358,76453935876422.3%
job_onet_broad_occupation240,149,6712401496719.9%
job_onet_code240,149,6712401496719.9%
job_onet_major_group240,149,6712401496719.9%
job_onet_minor_group240,149,6712401496719.9%
job_onet_specific_occupation240,149,6712401496719.9%
job_onet_specific_occupation_detail94,674,884946748843.9%
job_start_date331,913,02333191302313.7%
job_summary71,408,426714084262.9%
job_title522,716,87152271687121.6%
job_title_class287,137,40728713740711.9%
job_title_levels129,021,1881290211885.3%
job_title_role287,137,40728713740711.9%
job_title_sub_role234,979,4302349794309.7%
languages301,136,45130113645112.4%
languages.name301,136,45130113645112.4%
languages.proficiency22,391,813223918130.9%
last_initial2,421,432,2622421432262100.0%
last_name2,409,371,789240937178999.5%
linkedin_connections508,544,14250854414221.0%
linkedin_id494,425,41149442541120.4%
linkedin_url721,545,00672154500629.8%
linkedin_username721,545,00672154500629.8%
location_address_line_271,777,512717775123.0%
location_continent1,774,294,809177429480973.3%
location_country1,774,203,419177420341973.3%
location_geo1,422,403,872142240387258.7%
location_last_updated1,081,386,097108138609744.7%
location_locality1,449,925,118144992511859.9%
location_metro608,338,17460833817425.1%
location_name1,774,294,809177429480973.3%
location_names1,449,925,118144992511859.9%
location_postal_code500,801,96250080196220.7%
location_region1,558,479,527155847952764.4%
location_street_address477,382,54147738254119.7%
middle_initial616,301,20961630120925.5%
middle_name411,331,33541133133517.0%
mobile_phone507,300,34150730034121.0%
name_aliases127,191,3201271913205.3%
num_records2,421,432,2622421432262100.0%
num_sources2,421,432,2622421432262100.0%
personal_emails434,638,72343463872317.9%
phone_numbers903,499,58890349958837.3%
phones903,499,58890349958837.3%
phones.first_seen903,499,58890349958837.3%
phones.last_seen903,499,58890349958837.3%
phones.num_sources903,499,58890349958837.3%
phones.number903,499,58890349958837.3%
possible_birth_dates177,760,9191777609197.3%
possible_emails118,125,9031181259034.9%
possible_emails.address118,125,9031181259034.9%
possible_emails.first_seen118,125,9031181259034.9%
possible_emails.last_seen118,125,9031181259034.9%
possible_emails.num_sources118,125,9031181259034.9%
possible_emails.type99,394,920993949204.1%
possible_location_names903,022,35390302235337.3%
possible_phones50,570,690505706902.1%
possible_phones.first_seen50,570,690505706902.1%
possible_phones.last_seen50,570,690505706902.1%
possible_phones.num_sources50,570,690505706902.1%
possible_phones.number50,570,690505706902.1%
possible_profiles66,053,718660537182.7%
possible_profiles.first_seen66,053,718660537182.7%
possible_profiles.id47,528,889475288892.0%
possible_profiles.last_seen66,053,718660537182.7%
possible_profiles.network66,053,718660537182.7%
possible_profiles.num_sources66,053,718660537182.7%
possible_profiles.url66,053,718660537182.7%
possible_profiles.username47,510,397475103972.0%
possible_street_addresses45,783,553457835531.9%
possible_street_addresses.address_line_29,209,58492095840.4%
possible_street_addresses.continent45,783,553457835531.9%
possible_street_addresses.country45,783,519457835191.9%
possible_street_addresses.first_seen45,783,553457835531.9%
possible_street_addresses.geo45,336,651453366511.9%
possible_street_addresses.last_seen45,783,553457835531.9%
possible_street_addresses.locality45,712,187457121871.9%
possible_street_addresses.metro38,903,908389039081.6%
possible_street_addresses.name45,783,553457835531.9%
possible_street_addresses.num_sources45,783,553457835531.9%
possible_street_addresses.postal_code45,504,503455045031.9%
possible_street_addresses.region45,781,248457812481.9%
possible_street_addresses.street_address45,783,553457835531.9%
profiles1,825,562,463182556246375.4%
profiles.first_seen1,825,562,463182556246375.4%
profiles.id1,490,723,543149072354361.6%
profiles.last_seen1,825,562,463182556246375.4%
profiles.network1,825,562,463182556246375.4%
profiles.num_sources1,825,562,463182556246375.4%
profiles.url1,825,562,463182556246375.4%
profiles.username1,517,526,592151752659262.7%
recommended_personal_email434,575,72443457572417.9%
regions1,562,388,462156238846264.5%
sex1,718,686,864171868686471.0%
skills145,230,8481452308486.0%
street_addresses486,095,91548609591520.1%
street_addresses.address_line_2174,631,8971746318977.2%
street_addresses.continent486,095,91548609591520.1%
street_addresses.country486,095,42948609542920.1%
street_addresses.first_seen486,095,91548609591520.1%
street_addresses.geo479,717,97947971797919.8%
street_addresses.last_seen486,095,91548609591520.1%
street_addresses.locality482,752,92648275292619.9%
street_addresses.metro416,755,84041675584017.2%
street_addresses.name486,095,91548609591520.1%
street_addresses.num_sources486,095,91548609591520.1%
street_addresses.postal_code483,894,14948389414920.0%
street_addresses.region485,995,52948599552920.1%
street_addresses.street_address486,095,91548609591520.1%
summary164,908,0981649080986.8%
twitter_url55,917,806559178062.3%
twitter_username55,917,806559178062.3%
work_email85,694,813856948133.5%

Stats shown are accurate as of data version 30.1