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

Common Use Cases
Enrichment

Field	Count	Numeric	Fill Percentage	Restricted Field
`Total`	3,139,601,100	3139601100	100.0%
`birth_date`	205,647,690	205647690	6.6%
`birth_year`	519,185,956	519185956	16.5%
`certifications`	26,329,924	26329924	0.8%	T
`certifications.end_date`	5,659,857	5659857	0.2%	T
`certifications.name`	26,329,924	26329924	0.8%	T
`certifications.organization`	21,790,752	21790752	0.7%	T
`certifications.start_date`	17,640,177	17640177	0.6%	T
`countries`	2,106,409,816	2106409816	67.1%
`education`	487,247,915	487247915	15.5%
`education.degrees`	132,414,346	132414346	4.2%
`education.end_date`	212,313,791	212313791	6.8%
`education.gpa`	4,790,440	4790440	0.2%
`education.majors`	161,062,196	161062196	5.1%
`education.minors`	1,300,981	1300981	0.0%
`education.raw`	244,563,166	244563166	7.8%	T
`education.school`	477,527,965	477527965	15.2%
`education.school.domain`	290,004,536	290004536	9.2%
`education.school.facebook_url`	212,777,312	212777312	6.8%
`education.school.id`	297,565,416	297565416	9.5%
`education.school.linkedin_id`	289,686,184	289686184	9.2%
`education.school.linkedin_url`	289,686,184	289686184	9.2%
`education.school.location`	294,979,141	294979141	9.4%
`education.school.location.continent`	294,979,141	294979141	9.4%
`education.school.location.country`	294,979,141	294979141	9.4%
`education.school.location.locality`	219,105,550	219105550	7.0%
`education.school.location.name`	294,979,141	294979141	9.4%
`education.school.location.region`	235,339,564	235339564	7.5%
`education.school.name`	477,513,990	477513990	15.2%
`education.school.raw`	472,894,754	472894754	15.1%	T
`education.school.twitter_url`	202,042,804	202042804	6.4%
`education.school.type`	437,367,240	437367240	13.9%
`education.school.website`	290,004,536	290004536	9.2%
`education.start_date`	192,263,060	192263060	6.1%
`education.summary`	29,760,370	29760370	0.9%	T
`emails`	1,031,333,882	1031333882	32.8%
`emails.address`	1,031,333,882	1031333882	32.8%
`emails.first_seen`	1,031,333,882	1031333882	32.8%	T
`emails.last_seen`	1,031,333,882	1031333882	32.8%	T
`emails.num_sources`	1,031,333,882	1031333882	32.8%	T
`emails.type`	905,551,063	905551063	28.8%
`experience`	1,047,393,401	1047393401	33.4%
`experience.company`	954,658,439	954658439	30.4%
`experience.company.facebook_url`	280,407,586	280407586	8.9%
`experience.company.founded`	488,823,630	488823630	15.6%
`experience.company.fuzzy_match`	954,658,439	954658439	30.4%	T
`experience.company.id`	635,790,534	635790534	20.3%
`experience.company.industry`	616,227,659	616227659	19.6%
`experience.company.linkedin_id`	614,585,263	614585263	19.6%
`experience.company.linkedin_url`	635,790,534	635790534	20.3%
`experience.company.location`	601,079,005	601079005	19.1%
`experience.company.location.address_line_2`	54,768,200	54768200	1.7%
`experience.company.location.continent`	601,079,005	601079005	19.1%
`experience.company.location.country`	601,078,988	601078988	19.1%
`experience.company.location.geo`	497,417,197	497417197	15.8%
`experience.company.location.locality`	503,823,845	503823845	16.0%
`experience.company.location.metro`	306,529,164	306529164	9.8%
`experience.company.location.name`	601,079,005	601079005	19.1%
`experience.company.location.postal_code`	326,602,822	326602822	10.4%
`experience.company.location.region`	543,338,937	543338937	17.3%
`experience.company.location.street_address`	338,861,755	338861755	10.8%
`experience.company.name`	954,658,439	954658439	30.4%
`experience.company.raw`	913,724,861	913724861	29.1%	T
`experience.company.size`	635,790,534	635790534	20.3%
`experience.company.ticker`	147,183,646	147183646	4.7%	T
`experience.company.twitter_url`	321,179,938	321179938	10.2%
`experience.company.type`	635,790,534	635790534	20.3%	T
`experience.company.website`	586,800,002	586800002	18.7%
`experience.end_date`	203,696,156	203696156	6.5%
`experience.first_seen`	1,047,393,401	1047393401	33.4%	T
`experience.is_primary`	1,047,393,401	1047393401	33.4%
`experience.last_seen`	1,047,393,401	1047393401	33.4%	T
`experience.location_names`	239,371,434	239371434	7.6%
`experience.num_sources`	1,047,393,401	1047393401	33.4%	T
`experience.start_date`	350,958,887	350958887	11.2%
`experience.summary`	133,100,988	133100988	4.2%	T
`experience.title`	885,889,625	885889625	28.2%
`experience.title.levels`	303,332,142	303332142	9.7%
`experience.title.name`	885,889,625	885889625	28.2%
`experience.title.raw`	885,889,625	885889625	28.2%	T
`experience.title.role`	352,884,352	352884352	11.2%
`experience.title.sub_role`	231,015,127	231015127	7.4%
`facebook_friends`	40,451,794	40451794	1.3%	T
`facebook_id`	1,013,454,647	1013454647	32.3%
`facebook_url`	723,371,336	723371336	23.0%
`facebook_username`	723,371,336	723371336	23.0%
`first_name`	3,139,601,100	3139601100	100.0%
`first_seen`	3,139,601,100	3139601100	100.0%	T
`full_name`	3,139,601,100	3139601100	100.0%
`gender`	2,257,803,304	2257803304	71.9%
`github_url`	5,654,131	5654131	0.2%
`github_username`	5,654,131	5654131	0.2%
`id`	3,139,601,100	3139601100	100.0%
`industry`	411,097,166	411097166	13.1%
`inferred_salary`	271,241,724	271241724	8.6%	T
`inferred_years_experience`	362,876,581	362876581	11.6%	T
`interests`	101,162,411	101162411	3.2%
`job_company_facebook_url`	97,869,314	97869314	3.1%
`job_company_founded`	207,512,600	207512600	6.6%
`job_company_id`	287,337,362	287337362	9.2%
`job_company_industry`	275,677,835	275677835	8.8%
`job_company_linkedin_id`	274,178,207	274178207	8.7%
`job_company_linkedin_url`	287,337,362	287337362	9.2%
`job_company_location_address_line_2`	14,042,701	14042701	0.4%
`job_company_location_continent`	264,915,143	264915143	8.4%
`job_company_location_country`	264,915,120	264915120	8.4%
`job_company_location_geo`	198,589,324	198589324	6.3%
`job_company_location_locality`	202,602,852	202602852	6.5%
`job_company_location_metro`	97,180,178	97180178	3.1%
`job_company_location_name`	264,915,143	264915143	8.4%
`job_company_location_postal_code`	104,524,240	104524240	3.3%
`job_company_location_region`	227,775,233	227775233	7.3%
`job_company_location_street_address`	110,483,637	110483637	3.5%
`job_company_name`	464,675,226	464675226	14.8%
`job_company_size`	287,337,362	287337362	9.2%
`job_company_ticker`	50,776,821	50776821	1.6%	T
`job_company_twitter_url`	113,835,428	113835428	3.6%
`job_company_type`	287,337,362	287337362	9.2%	T
`job_company_website`	252,311,247	252311247	8.0%
`job_history`	1,048,026,051	1048026051	33.4%	T
`job_history.company_id`	644,651,900	644651900	20.5%	T
`job_history.company_name`	955,549,106	955549106	30.4%	T
`job_history.first_seen`	1,048,026,051	1048026051	33.4%	T
`job_history.last_seen`	1,048,026,051	1048026051	33.4%	T
`job_history.num_sources`	1,048,026,051	1048026051	33.4%	T
`job_history.title`	886,551,017	886551017	28.2%	T
`job_last_updated`	494,214,035	494214035	15.7%
`job_onet_broad_occupation`	237,192,828	237192828	7.6%	T
`job_onet_code`	237,192,828	237192828	7.6%	T
`job_onet_major_group`	237,192,828	237192828	7.6%	T
`job_onet_minor_group`	237,192,828	237192828	7.6%	T
`job_onet_specific_occupation`	237,192,828	237192828	7.6%	T
`job_onet_specific_occupation_detail`	93,014,253	93014253	3.0%	T
`job_start_date`	244,631,803	244631803	7.8%
`job_summary`	49,982,744	49982744	1.6%	T
`job_title`	532,230,635	532230635	17.0%
`job_title_levels`	130,148,989	130148989	4.1%
`job_title_role`	166,795,598	166795598	5.3%
`job_title_sub_role`	97,228,178	97228178	3.1%
`languages`	286,260,207	286260207	9.1%	T
`languages.name`	286,260,207	286260207	9.1%	T
`languages.proficiency`	16,729,575	16729575	0.5%	T
`last_initial`	3,139,601,100	3139601100	100.0%
`last_name`	3,129,216,933	3129216933	99.7%
`linkedin_connections`	550,224,754	550224754	17.5%	T
`linkedin_id`	505,055,657	505055657	16.1%
`linkedin_url`	765,170,228	765170228	24.4%
`linkedin_username`	765,170,228	765170228	24.4%
`location_address_line_2`	107,293,478	107293478	3.4%
`location_continent`	2,091,049,696	2091049696	66.6%
`location_country`	2,080,869,474	2080869474	66.3%
`location_geo`	1,543,936,383	1543936383	49.2%
`location_last_updated`	992,884,696	992884696	31.6%
`location_locality`	1,609,276,549	1609276549	51.3%
`location_metro`	877,230,272	877230272	27.9%
`location_name`	2,091,049,696	2091049696	66.6%
`location_names`	1,741,186,067	1741186067	55.5%
`location_postal_code`	810,167,080	810167080	25.8%
`location_region`	1,771,901,212	1771901212	56.4%
`location_street_address`	762,052,222	762052222	24.3%
`middle_initial`	733,492,167	733492167	23.4%
`middle_name`	455,492,117	455492117	14.5%
`mobile_phone`	479,444,376	479444376	15.3%
`name_aliases`	199,943,297	199943297	6.4%	T
`num_records`	3,139,601,100	3139601100	100.0%	T
`num_sources`	3,139,601,100	3139601100	100.0%	T
`personal_emails`	680,416,122	680416122	21.7%
`phone_numbers`	1,109,242,914	1109242914	35.3%
`phones`	1,109,242,914	1109242914	35.3%	T
`phones.first_seen`	1,109,242,914	1109242914	35.3%	T
`phones.last_seen`	1,109,242,914	1109242914	35.3%	T
`phones.num_sources`	1,109,242,914	1109242914	35.3%	T
`phones.number`	1,109,242,914	1109242914	35.3%	T
`possible_birth_dates`	254,639,412	254639412	8.1%	T
`possible_emails`	88,351,918	88351918	2.8%	T
`possible_emails.address`	88,351,918	88351918	2.8%	T
`possible_emails.first_seen`	88,351,918	88351918	2.8%	T
`possible_emails.last_seen`	88,351,918	88351918	2.8%	T
`possible_emails.num_sources`	88,351,918	88351918	2.8%	T
`possible_emails.type`	71,666,482	71666482	2.3%	T
`possible_location_names`	1,006,127,387	1006127387	32.0%	T
`possible_phones`	42,979,144	42979144	1.4%	T
`possible_phones.first_seen`	42,979,144	42979144	1.4%	T
`possible_phones.last_seen`	42,979,144	42979144	1.4%	T
`possible_phones.num_sources`	42,979,144	42979144	1.4%	T
`possible_phones.number`	42,979,144	42979144	1.4%	T
`possible_profiles`	71,145,248	71145248	2.3%	T
`possible_profiles.first_seen`	71,145,248	71145248	2.3%	T
`possible_profiles.id`	52,374,723	52374723	1.7%	T
`possible_profiles.last_seen`	71,145,248	71145248	2.3%	T
`possible_profiles.network`	71,145,248	71145248	2.3%	T
`possible_profiles.num_sources`	71,145,248	71145248	2.3%	T
`possible_profiles.url`	71,131,076	71131076	2.3%	T
`possible_profiles.username`	52,573,325	52573325	1.7%	T
`possible_street_addresses`	14,498,530	14498530	0.5%	T
`possible_street_addresses.address_line_2`	4,378,360	4378360	0.1%	T
`possible_street_addresses.continent`	14,498,530	14498530	0.5%	T
`possible_street_addresses.country`	14,498,530	14498530	0.5%	T
`possible_street_addresses.first_seen`	14,498,530	14498530	0.5%	T
`possible_street_addresses.geo`	14,307,760	14307760	0.5%	T
`possible_street_addresses.last_seen`	14,498,530	14498530	0.5%	T
`possible_street_addresses.locality`	14,498,530	14498530	0.5%	T
`possible_street_addresses.metro`	12,896,308	12896308	0.4%	T
`possible_street_addresses.name`	14,498,530	14498530	0.5%	T
`possible_street_addresses.num_sources`	14,498,530	14498530	0.5%	T
`possible_street_addresses.postal_code`	14,010,372	14010372	0.4%	T
`possible_street_addresses.region`	14,498,530	14498530	0.5%	T
`possible_street_addresses.street_address`	14,498,530	14498530	0.5%	T
`profiles`	1,979,036,836	1979036836	63.0%
`profiles.first_seen`	1,979,036,836	1979036836	63.0%	T
`profiles.id`	1,485,949,783	1485949783	47.3%
`profiles.last_seen`	1,979,036,836	1979036836	63.0%	T
`profiles.network`	1,979,036,836	1979036836	63.0%
`profiles.num_sources`	1,979,036,836	1979036836	63.0%	T
`profiles.url`	1,972,918,528	1972918528	62.8%
`profiles.username`	1,664,315,973	1664315973	53.0%
`regions`	1,860,744,532	1860744532	59.3%
`release_version`	0	0	0.0%
`skills`	159,457,432	159457432	5.1%
`street_addresses`	784,791,169	784791169	25.0%
`street_addresses.address_line_2`	211,312,938	211312938	6.7%
`street_addresses.continent`	784,791,169	784791169	25.0%
`street_addresses.country`	784,791,169	784791169	25.0%
`street_addresses.first_seen`	784,791,169	784791169	25.0%	T
`street_addresses.geo`	775,705,715	775705715	24.7%
`street_addresses.last_seen`	784,791,169	784791169	25.0%	T
`street_addresses.locality`	784,791,169	784791169	25.0%
`street_addresses.metro`	669,162,210	669162210	21.3%
`street_addresses.name`	784,791,169	784791169	25.0%
`street_addresses.num_sources`	784,791,169	784791169	25.0%	T
`street_addresses.postal_code`	779,984,330	779984330	24.8%
`street_addresses.region`	784,791,169	784791169	25.0%
`street_addresses.street_address`	784,791,169	784791169	25.0%
`summary`	254,724,587	254724587	8.1%	T
`twitter_url`	205,623,983	205623983	6.5%
`twitter_username`	205,623,983	205623983	6.5%
`work_email`	47,790,608	47790608	1.5%