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
Total3,139,601,1003139601100100.0%
birth_date205,647,6902056476906.6%
birth_year519,185,95651918595616.5%
certifications26,329,924263299240.8%T
certifications.end_date5,659,85756598570.2%T
certifications.name26,329,924263299240.8%T
certifications.organization21,790,752217907520.7%T
certifications.start_date17,640,177176401770.6%T
countries2,106,409,816210640981667.1%
education487,247,91548724791515.5%
education.degrees132,414,3461324143464.2%
education.end_date212,313,7912123137916.8%
education.gpa4,790,44047904400.2%
education.majors161,062,1961610621965.1%
education.minors1,300,98113009810.0%
education.raw244,563,1662445631667.8%T
education.school477,527,96547752796515.2%
education.school.domain290,004,5362900045369.2%
education.school.facebook_url212,777,3122127773126.8%
education.school.id297,565,4162975654169.5%
education.school.linkedin_id289,686,1842896861849.2%
education.school.linkedin_url289,686,1842896861849.2%
education.school.location294,979,1412949791419.4%
education.school.location.continent294,979,1412949791419.4%
education.school.location.country294,979,1412949791419.4%
education.school.location.locality219,105,5502191055507.0%
education.school.location.name294,979,1412949791419.4%
education.school.location.region235,339,5642353395647.5%
education.school.name477,513,99047751399015.2%
education.school.raw472,894,75447289475415.1%T
education.school.twitter_url202,042,8042020428046.4%
education.school.type437,367,24043736724013.9%
education.school.website290,004,5362900045369.2%
education.start_date192,263,0601922630606.1%
education.summary29,760,370297603700.9%T
emails1,031,333,882103133388232.8%
emails.address1,031,333,882103133388232.8%
emails.first_seen1,031,333,882103133388232.8%T
emails.last_seen1,031,333,882103133388232.8%T
emails.num_sources1,031,333,882103133388232.8%T
emails.type905,551,06390555106328.8%
experience1,047,393,401104739340133.4%
experience.company954,658,43995465843930.4%
experience.company.facebook_url280,407,5862804075868.9%
experience.company.founded488,823,63048882363015.6%
experience.company.fuzzy_match954,658,43995465843930.4%T
experience.company.id635,790,53463579053420.3%
experience.company.industry616,227,65961622765919.6%
experience.company.linkedin_id614,585,26361458526319.6%
experience.company.linkedin_url635,790,53463579053420.3%
experience.company.location601,079,00560107900519.1%
experience.company.location.address_line_254,768,200547682001.7%
experience.company.location.continent601,079,00560107900519.1%
experience.company.location.country601,078,98860107898819.1%
experience.company.location.geo497,417,19749741719715.8%
experience.company.location.locality503,823,84550382384516.0%
experience.company.location.metro306,529,1643065291649.8%
experience.company.location.name601,079,00560107900519.1%
experience.company.location.postal_code326,602,82232660282210.4%
experience.company.location.region543,338,93754333893717.3%
experience.company.location.street_address338,861,75533886175510.8%
experience.company.name954,658,43995465843930.4%
experience.company.raw913,724,86191372486129.1%T
experience.company.size635,790,53463579053420.3%
experience.company.ticker147,183,6461471836464.7%T
experience.company.twitter_url321,179,93832117993810.2%
experience.company.type635,790,53463579053420.3%T
experience.company.website586,800,00258680000218.7%
experience.end_date203,696,1562036961566.5%
experience.first_seen1,047,393,401104739340133.4%T
experience.is_primary1,047,393,401104739340133.4%
experience.last_seen1,047,393,401104739340133.4%T
experience.location_names239,371,4342393714347.6%
experience.num_sources1,047,393,401104739340133.4%T
experience.start_date350,958,88735095888711.2%
experience.summary133,100,9881331009884.2%T
experience.title885,889,62588588962528.2%
experience.title.levels303,332,1423033321429.7%
experience.title.name885,889,62588588962528.2%
experience.title.raw885,889,62588588962528.2%T
experience.title.role352,884,35235288435211.2%
experience.title.sub_role231,015,1272310151277.4%
facebook_friends40,451,794404517941.3%T
facebook_id1,013,454,647101345464732.3%
facebook_url723,371,33672337133623.0%
facebook_username723,371,33672337133623.0%
first_name3,139,601,1003139601100100.0%
first_seen3,139,601,1003139601100100.0%T
full_name3,139,601,1003139601100100.0%
gender2,257,803,304225780330471.9%
github_url5,654,13156541310.2%
github_username5,654,13156541310.2%
id3,139,601,1003139601100100.0%
industry411,097,16641109716613.1%
inferred_salary271,241,7242712417248.6%T
inferred_years_experience362,876,58136287658111.6%T
interests101,162,4111011624113.2%
job_company_facebook_url97,869,314978693143.1%
job_company_founded207,512,6002075126006.6%
job_company_id287,337,3622873373629.2%
job_company_industry275,677,8352756778358.8%
job_company_linkedin_id274,178,2072741782078.7%
job_company_linkedin_url287,337,3622873373629.2%
job_company_location_address_line_214,042,701140427010.4%
job_company_location_continent264,915,1432649151438.4%
job_company_location_country264,915,1202649151208.4%
job_company_location_geo198,589,3241985893246.3%
job_company_location_locality202,602,8522026028526.5%
job_company_location_metro97,180,178971801783.1%
job_company_location_name264,915,1432649151438.4%
job_company_location_postal_code104,524,2401045242403.3%
job_company_location_region227,775,2332277752337.3%
job_company_location_street_address110,483,6371104836373.5%
job_company_name464,675,22646467522614.8%
job_company_size287,337,3622873373629.2%
job_company_ticker50,776,821507768211.6%T
job_company_twitter_url113,835,4281138354283.6%
job_company_type287,337,3622873373629.2%T
job_company_website252,311,2472523112478.0%
job_history1,048,026,051104802605133.4%T
job_history.company_id644,651,90064465190020.5%T
job_history.company_name955,549,10695554910630.4%T
job_history.first_seen1,048,026,051104802605133.4%T
job_history.last_seen1,048,026,051104802605133.4%T
job_history.num_sources1,048,026,051104802605133.4%T
job_history.title886,551,01788655101728.2%T
job_last_updated494,214,03549421403515.7%
job_onet_broad_occupation237,192,8282371928287.6%T
job_onet_code237,192,8282371928287.6%T
job_onet_major_group237,192,8282371928287.6%T
job_onet_minor_group237,192,8282371928287.6%T
job_onet_specific_occupation237,192,8282371928287.6%T
job_onet_specific_occupation_detail93,014,253930142533.0%T
job_start_date244,631,8032446318037.8%
job_summary49,982,744499827441.6%T
job_title532,230,63553223063517.0%
job_title_levels130,148,9891301489894.1%
job_title_role166,795,5981667955985.3%
job_title_sub_role97,228,178972281783.1%
languages286,260,2072862602079.1%T
languages.name286,260,2072862602079.1%T
languages.proficiency16,729,575167295750.5%T
last_initial3,139,601,1003139601100100.0%
last_name3,129,216,933312921693399.7%
linkedin_connections550,224,75455022475417.5%T
linkedin_id505,055,65750505565716.1%
linkedin_url765,170,22876517022824.4%
linkedin_username765,170,22876517022824.4%
location_address_line_2107,293,4781072934783.4%
location_continent2,091,049,696209104969666.6%
location_country2,080,869,474208086947466.3%
location_geo1,543,936,383154393638349.2%
location_last_updated992,884,69699288469631.6%
location_locality1,609,276,549160927654951.3%
location_metro877,230,27287723027227.9%
location_name2,091,049,696209104969666.6%
location_names1,741,186,067174118606755.5%
location_postal_code810,167,08081016708025.8%
location_region1,771,901,212177190121256.4%
location_street_address762,052,22276205222224.3%
middle_initial733,492,16773349216723.4%
middle_name455,492,11745549211714.5%
mobile_phone479,444,37647944437615.3%
name_aliases199,943,2971999432976.4%T
num_records3,139,601,1003139601100100.0%T
num_sources3,139,601,1003139601100100.0%T
personal_emails680,416,12268041612221.7%
phone_numbers1,109,242,914110924291435.3%
phones1,109,242,914110924291435.3%T
phones.first_seen1,109,242,914110924291435.3%T
phones.last_seen1,109,242,914110924291435.3%T
phones.num_sources1,109,242,914110924291435.3%T
phones.number1,109,242,914110924291435.3%T
possible_birth_dates254,639,4122546394128.1%T
possible_emails88,351,918883519182.8%T
possible_emails.address88,351,918883519182.8%T
possible_emails.first_seen88,351,918883519182.8%T
possible_emails.last_seen88,351,918883519182.8%T
possible_emails.num_sources88,351,918883519182.8%T
possible_emails.type71,666,482716664822.3%T
possible_location_names1,006,127,387100612738732.0%T
possible_phones42,979,144429791441.4%T
possible_phones.first_seen42,979,144429791441.4%T
possible_phones.last_seen42,979,144429791441.4%T
possible_phones.num_sources42,979,144429791441.4%T
possible_phones.number42,979,144429791441.4%T
possible_profiles71,145,248711452482.3%T
possible_profiles.first_seen71,145,248711452482.3%T
possible_profiles.id52,374,723523747231.7%T
possible_profiles.last_seen71,145,248711452482.3%T
possible_profiles.network71,145,248711452482.3%T
possible_profiles.num_sources71,145,248711452482.3%T
possible_profiles.url71,131,076711310762.3%T
possible_profiles.username52,573,325525733251.7%T
possible_street_addresses14,498,530144985300.5%T
possible_street_addresses.address_line_24,378,36043783600.1%T
possible_street_addresses.continent14,498,530144985300.5%T
possible_street_addresses.country14,498,530144985300.5%T
possible_street_addresses.first_seen14,498,530144985300.5%T
possible_street_addresses.geo14,307,760143077600.5%T
possible_street_addresses.last_seen14,498,530144985300.5%T
possible_street_addresses.locality14,498,530144985300.5%T
possible_street_addresses.metro12,896,308128963080.4%T
possible_street_addresses.name14,498,530144985300.5%T
possible_street_addresses.num_sources14,498,530144985300.5%T
possible_street_addresses.postal_code14,010,372140103720.4%T
possible_street_addresses.region14,498,530144985300.5%T
possible_street_addresses.street_address14,498,530144985300.5%T
profiles1,979,036,836197903683663.0%
profiles.first_seen1,979,036,836197903683663.0%T
profiles.id1,485,949,783148594978347.3%
profiles.last_seen1,979,036,836197903683663.0%T
profiles.network1,979,036,836197903683663.0%
profiles.num_sources1,979,036,836197903683663.0%T
profiles.url1,972,918,528197291852862.8%
profiles.username1,664,315,973166431597353.0%
regions1,860,744,532186074453259.3%
release_version000.0%
skills159,457,4321594574325.1%
street_addresses784,791,16978479116925.0%
street_addresses.address_line_2211,312,9382113129386.7%
street_addresses.continent784,791,16978479116925.0%
street_addresses.country784,791,16978479116925.0%
street_addresses.first_seen784,791,16978479116925.0%T
street_addresses.geo775,705,71577570571524.7%
street_addresses.last_seen784,791,16978479116925.0%T
street_addresses.locality784,791,16978479116925.0%
street_addresses.metro669,162,21066916221021.3%
street_addresses.name784,791,16978479116925.0%
street_addresses.num_sources784,791,16978479116925.0%T
street_addresses.postal_code779,984,33077998433024.8%
street_addresses.region784,791,16978479116925.0%
street_addresses.street_address784,791,16978479116925.0%
summary254,724,5872547245878.1%T
twitter_url205,623,9832056239836.5%
twitter_username205,623,9832056239836.5%
work_email47,790,608477906081.5%