API Stats

All Records Have -- Name + 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
Total3,109,152,9013109152901100.0%
birth_date205,742,5662057425666.6%
birth_year512,644,88051264488016.5%
certifications26,245,076262450760.8%T
certifications.end_date5,634,80256348020.2%T
certifications.name26,245,076262450760.8%T
certifications.organization21,700,102217001020.7%T
certifications.start_date17,548,885175488850.6%T
countries2,071,126,497207112649766.6%
education482,770,05148277005115.5%
education.degrees130,983,0191309830194.2%
education.end_date208,084,4542080844546.7%
education.gpa3,837,97738379770.1%
education.majors157,741,3271577413275.1%
education.minors1,281,39012813900.0%
education.raw239,852,1812398521817.7%T
education.school473,111,05547311105515.2%
education.school.domain286,236,0082862360089.2%
education.school.facebook_url209,930,1772099301776.8%
education.school.id293,752,4342937524349.4%
education.school.linkedin_id285,946,1392859461399.2%
education.school.linkedin_url285,946,1392859461399.2%
education.school.location291,188,9642911889649.4%
education.school.location.continent291,188,9642911889649.4%
education.school.location.country291,188,9642911889649.4%
education.school.location.locality215,758,4212157584216.9%
education.school.location.name291,188,9642911889649.4%
education.school.location.region231,861,3862318613867.5%
education.school.name473,097,09347309709315.2%
education.school.raw468,454,90346845490315.1%T
education.school.twitter_url199,261,6971992616976.4%
education.school.type433,008,10043300810013.9%
education.school.website286,236,0082862360089.2%
education.start_date190,392,3011903923016.1%
education.summary29,763,531297635311.0%T
emails1,010,065,518101006551832.5%
emails.address1,010,065,518101006551832.5%
emails.first_seen1,010,065,518101006551832.5%T
emails.last_seen1,010,065,518101006551832.5%T
emails.num_sources1,010,065,518101006551832.5%T
emails.type884,332,71988433271928.4%
experience1,029,023,476102902347633.1%
experience.company941,889,62194188962130.3%
experience.company.facebook_url276,922,2982769222988.9%
experience.company.founded479,065,14047906514015.4%
experience.company.fuzzy_match941,889,62194188962130.3%T
experience.company.id628,554,70262855470220.2%
experience.company.industry609,120,35760912035719.6%
experience.company.linkedin_id607,939,76360793976319.6%
experience.company.linkedin_url628,554,70262855470220.2%
experience.company.location592,524,26659252426619.1%
experience.company.location.address_line_258,441,544584415441.9%
experience.company.location.continent592,524,26659252426619.1%
experience.company.location.country592,524,24859252424819.1%
experience.company.location.geo486,523,58348652358315.6%
experience.company.location.locality493,696,03249369603215.9%
experience.company.location.metro301,281,0713012810719.7%
experience.company.location.name592,524,26659252426619.1%
experience.company.location.postal_code319,417,24431941724410.3%
experience.company.location.region529,579,47152957947117.0%
experience.company.location.street_address336,918,78333691878310.8%
experience.company.name941,889,62194188962130.3%
experience.company.raw900,926,35390092635329.0%T
experience.company.size628,554,70262855470220.2%
experience.company.ticker144,742,4681447424684.7%T
experience.company.twitter_url317,541,14331754114310.2%
experience.company.type628,554,70262855470220.2%T
experience.company.website579,532,20957953220918.6%
experience.end_date201,449,3282014493286.5%
experience.first_seen1,029,023,476102902347633.1%T
experience.is_primary1,029,023,476102902347633.1%
experience.last_seen1,029,023,476102902347633.1%T
experience.location_names237,565,0602375650607.6%
experience.num_sources1,029,023,476102902347633.1%T
experience.start_date348,126,71034812671011.2%
experience.summary132,029,2961320292964.2%T
experience.title867,974,60886797460827.9%
experience.title.levels293,396,8062933968069.4%
experience.title.name867,974,60886797460827.9%
experience.title.raw867,974,60886797460827.9%T
experience.title.role345,518,87234551887211.1%
experience.title.sub_role226,152,3842261523847.3%
facebook_friends40,459,112404591121.3%T
facebook_id1,013,449,178101344917832.6%
facebook_url723,371,73872337173823.3%
facebook_username723,371,73872337173823.3%
first_name3,109,152,9013109152901100.0%
first_seen3,109,152,9013109152901100.0%T
full_name3,109,152,9013109152901100.0%
gender2,232,472,980223247298071.8%
github_url5,651,71156517110.2%
github_username5,651,71156517110.2%
id3,109,152,9013109152901100.0%
industry410,262,52441026252413.2%
inferred_salary261,720,1052617201058.4%T
inferred_years_experience359,981,48835998148811.6%T
interests101,126,3661011263663.3%
job_company_facebook_url94,870,090948700903.1%
job_company_founded200,417,7762004177766.4%
job_company_id280,905,3362809053369.0%
job_company_industry269,424,4252694244258.7%
job_company_linkedin_id268,063,4582680634588.6%
job_company_linkedin_url280,905,3362809053369.0%
job_company_location_address_line_214,986,023149860230.5%
job_company_location_continent257,877,6052578776058.3%
job_company_location_country257,877,5782578775788.3%
job_company_location_geo191,119,3921911193926.1%
job_company_location_locality195,481,9921954819926.3%
job_company_location_metro93,447,580934475803.0%
job_company_location_name257,877,6052578776058.3%
job_company_location_postal_code100,001,5111000015113.2%
job_company_location_region217,752,9752177529757.0%
job_company_location_street_address108,295,0131082950133.5%
job_company_name452,279,47145227947114.5%
job_company_size280,905,3362809053369.0%
job_company_ticker48,750,812487508121.6%T
job_company_twitter_url110,519,9641105199643.6%
job_company_type280,905,3362809053369.0%T
job_company_website246,259,9822462599827.9%
job_history1,029,611,098102961109833.1%T
job_history.company_id637,317,84363731784320.5%T
job_history.company_name942,726,58294272658230.3%T
job_history.first_seen1,029,611,098102961109833.1%T
job_history.last_seen1,029,611,098102961109833.1%T
job_history.num_sources1,029,611,098102961109833.1%T
job_history.title868,585,70586858570527.9%T
job_last_updated475,128,90147512890115.3%
job_onet_broad_occupation100,449,8511004498513.2%T
job_onet_code100,449,8511004498513.2%T
job_onet_major_group100,449,8511004498513.2%T
job_onet_minor_group100,449,8511004498513.2%T
job_onet_specific_occupation100,449,8511004498513.2%T
job_onet_title47,241,739472417391.5%T
job_start_date247,489,7592474897598.0%
job_summary51,534,659515346591.7%T
job_title514,588,05951458805916.6%
job_title_levels123,680,0951236800954.0%
job_title_role160,915,8241609158245.2%
job_title_sub_role93,797,872937978723.0%
languages285,693,4492856934499.2%T
languages.name285,693,4492856934499.2%T
languages.proficiency16,651,529166515290.5%T
last_initial3,109,152,9013109152901100.0%
last_name3,100,008,255310000825599.7%
linkedin_connections548,391,44754839144717.6%T
linkedin_id502,360,95550236095516.2%
linkedin_url753,136,94875313694824.2%
linkedin_username753,136,94875313694824.2%
location_address_line_2103,612,8771036128773.3%
location_continent2,055,755,264205575526466.1%
location_country2,045,572,116204557211665.8%
location_geo1,510,896,189151089618948.6%
location_last_updated975,438,01097543801031.4%
location_locality1,577,834,527157783452750.7%
location_metro857,710,48885771048827.6%
location_name2,055,755,264205575526466.1%
location_names1,709,186,264170918626455.0%
location_postal_code790,724,04879072404825.4%
location_region1,737,289,839173728983955.9%
location_street_address741,330,03874133003823.8%
middle_initial730,944,20973094420923.5%
middle_name452,754,12445275412414.6%
mobile_phone479,377,80147937780115.4%
name_aliases189,569,9811895699816.1%T
num_records3,109,152,9013109152901100.0%T
num_sources3,109,152,9013109152901100.0%T
personal_emails659,662,77365966277321.2%
phone_numbers1,110,453,590111045359035.7%
phones1,110,453,590111045359035.7%T
phones.first_seen1,110,453,590111045359035.7%T
phones.last_seen1,110,453,590111045359035.7%T
phones.num_sources1,110,453,590111045359035.7%T
phones.number1,110,453,590111045359035.7%T
possible_birth_dates250,999,5792509995798.1%T
possible_emails88,343,690883436902.8%T
possible_emails.address88,343,690883436902.8%T
possible_emails.first_seen88,343,690883436902.8%T
possible_emails.last_seen88,343,690883436902.8%T
possible_emails.num_sources88,343,690883436902.8%T
possible_emails.type71,606,856716068562.3%T
possible_location_names1,004,397,005100439700532.3%T
possible_phones42,929,494429294941.4%T
possible_phones.first_seen42,929,494429294941.4%T
possible_phones.last_seen42,929,494429294941.4%T
possible_phones.num_sources42,929,494429294941.4%T
possible_phones.number42,929,494429294941.4%T
possible_profiles71,328,302713283022.3%T
possible_profiles.first_seen71,328,302713283022.3%T
possible_profiles.id52,368,119523681191.7%T
possible_profiles.last_seen71,328,302713283022.3%T
possible_profiles.network71,328,302713283022.3%T
possible_profiles.num_sources71,328,302713283022.3%T
possible_profiles.url71,314,873713148732.3%T
possible_profiles.username52,760,783527607831.7%T
possible_street_addresses14,345,154143451540.5%T
possible_street_addresses.address_line_24,352,37643523760.1%T
possible_street_addresses.continent14,345,154143451540.5%T
possible_street_addresses.country14,345,154143451540.5%T
possible_street_addresses.first_seen14,345,154143451540.5%T
possible_street_addresses.geo14,156,807141568070.5%T
possible_street_addresses.last_seen14,345,154143451540.5%T
possible_street_addresses.locality14,345,154143451540.5%T
possible_street_addresses.metro12,762,787127627870.4%T
possible_street_addresses.name14,345,154143451540.5%T
possible_street_addresses.num_sources14,345,154143451540.5%T
possible_street_addresses.postal_code13,863,636138636360.4%T
possible_street_addresses.region14,345,154143451540.5%T
possible_street_addresses.street_address14,345,154143451540.5%T
profiles1,966,613,819196661381963.3%
profiles.first_seen1,966,613,819196661381963.3%T
profiles.id1,483,386,977148338697747.7%
profiles.last_seen1,966,613,819196661381963.3%T
profiles.network1,966,613,819196661381963.3%
profiles.num_sources1,966,613,819196661381963.3%T
profiles.url1,960,938,309196093830963.1%
profiles.username1,652,344,659165234465953.1%
regions1,826,047,221182604722158.7%
release_version000.0%
skills159,426,2681594262685.1%
street_addresses762,636,13776263613724.5%
street_addresses.address_line_2206,118,8872061188876.6%
street_addresses.continent762,636,13776263613724.5%
street_addresses.country762,636,13776263613724.5%
street_addresses.first_seen762,636,13776263613724.5%T
street_addresses.geo753,603,84975360384924.2%
street_addresses.last_seen762,636,13776263613724.5%T
street_addresses.locality762,636,13776263613724.5%
street_addresses.metro650,239,93765023993720.9%
street_addresses.name762,636,13776263613724.5%
street_addresses.num_sources762,636,13776263613724.5%T
street_addresses.postal_code757,901,56875790156824.4%
street_addresses.region762,636,13776263613724.5%
street_addresses.street_address762,636,13776263613724.5%
summary253,557,8542535578548.2%T
twitter_url205,604,7072056047076.6%
twitter_username205,604,7072056047076.6%
update_log3,109,152,9013109152901100.0%
update_log.record_update3,109,152,9013109152901100.0%
work_email47,979,987479799871.5%

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