API Stats

All Records Have -- Name AND One Other Piece of PII

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. Restricted Fields are premium fields that are not accessible by default.

Common Use Cases
Enrichment

FieldCountNumericFill PercentageRestricted Field
Total3,199,216,7933199216793100.0%
birth_date205,166,6322051666326.4%
birth_year513,082,87951308287916.0%
certifications26,935,503269355030.8%T
certifications.end_date5,866,54358665430.2%T
certifications.name26,935,503269355030.8%T
certifications.organization22,442,645224426450.7%T
certifications.start_date18,260,919182609190.6%T
countries2,156,265,382215626538267.4%
education489,807,76748980776715.3%
education.degrees135,650,9861356509864.2%
education.end_date216,217,7052162177056.8%
education.gpa4,797,60647976060.1%
education.majors164,200,1991642001995.1%
education.minors1,350,72113507210.0%
education.raw248,312,2122483122127.8%T
education.school479,948,84947994884915.0%
education.school.domain292,245,5122922455129.1%
education.school.facebook_url214,303,4062143034066.7%
education.school.id299,909,5992999095999.4%
education.school.linkedin_id291,990,2262919902269.1%
education.school.linkedin_url291,990,2262919902269.1%
education.school.location297,273,8932972738939.3%
education.school.location.continent297,273,8932972738939.3%
education.school.location.country297,273,8932972738939.3%
education.school.location.locality220,608,7432206087436.9%
education.school.location.name297,273,8932972738939.3%
education.school.location.region237,070,2162370702167.4%
education.school.name479,934,98947993498915.0%
education.school.raw475,416,56047541656014.9%T
education.school.twitter_url203,434,5362034345366.4%
education.school.type439,729,74443972974413.7%
education.school.website292,245,5122922455129.1%
education.start_date196,659,5711966595716.1%
education.summary29,966,134299661340.9%T
emails1,102,141,430110214143034.5%
emails.address1,102,141,430110214143034.5%
emails.first_seen1,102,141,430110214143034.5%T
emails.last_seen1,102,141,430110214143034.5%T
emails.num_sources1,102,141,430110214143034.5%T
emails.type964,758,30996475830930.2%
experience1,052,810,218105281021832.9%
experience.company959,324,50895932450830.0%
experience.company.facebook_url385,949,54138594954112.1%
experience.company.founded488,302,61548830261515.3%
experience.company.id640,027,56164002756120.0%
experience.company.industry616,522,38761652238719.3%
experience.company.linkedin_id639,012,39263901239220.0%
experience.company.linkedin_url640,027,56164002756120.0%
experience.company.location609,267,62860926762819.0%
experience.company.location.address_line_252,915,031529150311.7%
experience.company.location.continent609,267,62860926762819.0%
experience.company.location.country609,258,75160925875119.0%
experience.company.location.geo500,876,06550087606515.7%
experience.company.location.locality500,652,99650065299615.6%
experience.company.location.metro296,418,0832964180839.3%
experience.company.location.name609,267,62860926762819.0%
experience.company.location.postal_code319,769,61731976961710.0%
experience.company.location.region542,990,20154299020117.0%
experience.company.location.street_address332,284,91533228491510.4%
experience.company.name959,324,50895932450830.0%
experience.company.raw924,103,95292410395228.9%T
experience.company.size640,027,56164002756120.0%
experience.company.ticker148,736,1011487361014.6%T
experience.company.twitter_url398,337,61239833761212.5%
experience.company.type640,027,56164002756120.0%T
experience.company.website595,841,69159584169118.6%
experience.end_date209,831,2582098312586.6%
experience.first_seen1,052,810,218105281021832.9%T
experience.is_primary1,052,810,218105281021832.9%
experience.last_seen1,052,810,218105281021832.9%T
experience.location_names254,776,5042547765048.0%
experience.num_sources1,052,810,218105281021832.9%T
experience.start_date360,506,45236050645211.3%
experience.summary136,543,7111365437114.3%T
experience.title890,515,41389051541327.8%
experience.title.levels287,658,0052876580059.0%
experience.title.name890,515,41389051541327.8%
experience.title.raw890,515,41389051541327.8%T
experience.title.role353,911,98435391198411.1%
experience.title.sub_role231,866,3432318663437.2%
facebook_friends40,035,656400356561.3%T
facebook_id1,011,118,844101111884431.6%
facebook_url721,624,29872162429822.6%
facebook_username721,624,29872162429822.6%
first_name3,199,216,7933199216793100.0%
first_seen3,199,216,7933199216793100.0%T
full_name3,199,216,7933199216793100.0%
gender2,300,848,998230084899871.9%
github_url5,559,47555594750.2%
github_username5,559,47555594750.2%
id3,199,216,7933199216793100.0%
industry411,212,62141121262112.9%
inferred_salary293,935,4592939354599.2%T
inferred_years_experience372,389,17037238917011.6%T
interests101,069,1521010691523.2%
job_company_facebook_url165,001,8821650018825.2%
job_company_founded228,031,8852280318857.1%
job_company_id315,850,9013158509019.9%
job_company_industry301,084,5753010845759.4%
job_company_linkedin_id315,455,1013154551019.9%
job_company_linkedin_url315,850,9013158509019.9%
job_company_location_address_line_215,036,996150369960.5%
job_company_location_continent296,135,0232961350239.3%
job_company_location_country296,125,3652961253659.3%
job_company_location_geo220,498,1892204981896.9%
job_company_location_locality220,781,6422207816426.9%
job_company_location_metro104,397,3181043973183.3%
job_company_location_name296,135,0232961350239.3%
job_company_location_postal_code113,709,2981137092983.6%
job_company_location_region249,180,6642491806647.8%
job_company_location_street_address120,378,8281203788283.8%
job_company_name500,774,49650077449615.7%
job_company_size315,850,9013158509019.9%
job_company_ticker55,873,196558731961.7%T
job_company_twitter_url169,064,0961690640965.3%
job_company_type315,850,9013158509019.9%T
job_company_website283,553,3022835533028.9%
job_history1,053,508,179105350817932.9%T
job_history.company_id649,274,86564927486520.3%T
job_history.company_name960,300,79496030079430.0%T
job_history.first_seen1,053,508,179105350817932.9%T
job_history.last_seen1,053,508,179105350817932.9%T
job_history.num_sources1,053,508,179105350817932.9%T
job_history.title891,241,71189124171127.9%T
job_last_updated591,227,61559122761518.5%
job_last_verified591,227,61559122761518.5%
job_onet_broad_occupation256,509,4632565094638.0%T
job_onet_code256,509,4632565094638.0%T
job_onet_major_group256,509,4632565094638.0%T
job_onet_minor_group256,509,4632565094638.0%T
job_onet_specific_occupation256,509,4632565094638.0%T
job_onet_specific_occupation_detail101,403,9791014039793.2%T
job_start_date259,900,7832599007838.1%
job_summary51,822,143518221431.6%T
job_title568,564,44156856444117.8%
job_title_levels130,488,1301304881304.1%
job_title_role181,618,7261816187265.7%
job_title_sub_role105,646,0851056460853.3%
languages287,354,2552873542559.0%T
languages.name287,354,2552873542559.0%T
languages.proficiency16,998,445169984450.5%T
last_initial3,199,216,7933199216793100.0%
last_name3,183,707,733318370773399.5%
linkedin_connections547,601,03154760103117.1%T
linkedin_id507,839,41250783941215.9%
linkedin_url797,516,12779751612724.9%
linkedin_username797,516,12779751612724.9%
location_address_line_2108,888,4171088884173.4%
location_continent2,141,014,019214101401966.9%
location_country2,130,844,081213084408166.6%
location_geo1,594,023,688159402368849.8%
location_last_updated1,007,737,529100773752931.5%
location_locality1,658,123,102165812310251.8%
location_metro905,535,41990553541928.3%
location_name2,141,014,019214101401966.9%
location_names1,789,990,350178999035056.0%
location_postal_code847,844,23884784423826.5%
location_region1,824,507,901182450790157.0%
location_street_address800,313,16880031316825.0%
middle_initial735,804,97073580497023.0%
middle_name460,290,64846029064814.4%
mobile_phone478,112,14847811214814.9%
name_aliases194,099,6511940996516.1%T
num_records3,199,216,7933199216793100.0%T
num_sources3,199,216,7933199216793100.0%T
personal_emails729,627,40372962740322.8%
phone_numbers1,126,393,827112639382735.2%
phones1,126,393,827112639382735.2%T
phones.first_seen1,126,393,827112639382735.2%T
phones.last_seen1,126,393,827112639382735.2%T
phones.num_sources1,126,393,827112639382735.2%T
phones.number1,126,393,827112639382735.2%T
possible_birth_dates252,798,3032527983037.9%T
possible_emails116,564,6501165646503.6%T
possible_emails.address116,564,6501165646503.6%T
possible_emails.first_seen116,564,6501165646503.6%T
possible_emails.last_seen116,564,6501165646503.6%T
possible_emails.num_sources116,564,6501165646503.6%T
possible_emails.type95,698,617956986173.0%T
possible_location_names1,043,550,784104355078432.6%T
possible_phones66,523,072665230722.1%T
possible_phones.first_seen66,523,072665230722.1%T
possible_phones.last_seen66,523,072665230722.1%T
possible_phones.num_sources66,523,072665230722.1%T
possible_phones.number66,523,072665230722.1%T
possible_profiles69,648,164696481642.2%T
possible_profiles.first_seen69,648,164696481642.2%T
possible_profiles.id51,631,615516316151.6%T
possible_profiles.last_seen69,648,164696481642.2%T
possible_profiles.network69,648,164696481642.2%T
possible_profiles.num_sources69,648,164696481642.2%T
possible_profiles.url69,630,309696303092.2%T
possible_profiles.username50,922,688509226881.6%T
possible_street_addresses53,114,577531145771.7%T
possible_street_addresses.address_line_210,106,224101062240.3%T
possible_street_addresses.continent53,114,577531145771.7%T
possible_street_addresses.country53,114,577531145771.7%T
possible_street_addresses.first_seen53,114,577531145771.7%T
possible_street_addresses.geo52,835,438528354381.7%T
possible_street_addresses.last_seen53,114,577531145771.7%T
possible_street_addresses.locality53,114,577531145771.7%T
possible_street_addresses.metro45,181,268451812681.4%T
possible_street_addresses.name53,114,577531145771.7%T
possible_street_addresses.num_sources53,114,577531145771.7%T
possible_street_addresses.postal_code52,648,280526482801.6%T
possible_street_addresses.region53,114,577531145771.7%T
possible_street_addresses.street_address53,114,577531145771.7%T
profiles2,012,937,588201293758862.9%
profiles.first_seen2,012,937,588201293758862.9%T
profiles.id1,487,009,123148700912346.5%
profiles.last_seen2,012,937,588201293758862.9%T
profiles.network2,012,937,588201293758862.9%
profiles.num_sources2,012,937,588201293758862.9%T
profiles.url2,002,859,467200285946762.6%
profiles.username1,694,549,709169454970953.0%
recommended_personal_email729,436,71072943671022.8%
regions1,912,987,135191298713559.8%
skills159,206,1621592061625.0%
street_addresses825,958,67182595867125.8%
street_addresses.address_line_2211,599,3612115993616.6%
street_addresses.continent825,958,67182595867125.8%
street_addresses.country825,958,67182595867125.8%
street_addresses.first_seen825,958,67182595867125.8%T
street_addresses.geo817,041,27181704127125.5%
street_addresses.last_seen825,958,67182595867125.8%T
street_addresses.locality825,958,67182595867125.8%
street_addresses.metro703,763,17170376317122.0%
street_addresses.name825,958,67182595867125.8%
street_addresses.num_sources825,958,67182595867125.8%T
street_addresses.postal_code821,235,91282123591225.7%
street_addresses.region825,958,67182595867125.8%
street_addresses.street_address825,958,67182595867125.8%
summary258,194,0162581940168.1%T
twitter_url205,126,3152051263156.4%
twitter_username205,126,3152051263156.4%
work_email92,760,995927609952.9%

Stats shown are accurate as of data version 23.2