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`	3,109,152,901	3109152901	100.0%
`birth_date`	205,742,566	205742566	6.6%
`birth_year`	512,644,880	512644880	16.5%
`certifications`	26,245,076	26245076	0.8%	T
`certifications.end_date`	5,634,802	5634802	0.2%	T
`certifications.name`	26,245,076	26245076	0.8%	T
`certifications.organization`	21,700,102	21700102	0.7%	T
`certifications.start_date`	17,548,885	17548885	0.6%	T
`countries`	2,071,126,497	2071126497	66.6%
`education`	482,770,051	482770051	15.5%
`education.degrees`	130,983,019	130983019	4.2%
`education.end_date`	208,084,454	208084454	6.7%
`education.gpa`	3,837,977	3837977	0.1%
`education.majors`	157,741,327	157741327	5.1%
`education.minors`	1,281,390	1281390	0.0%
`education.raw`	239,852,181	239852181	7.7%	T
`education.school`	473,111,055	473111055	15.2%
`education.school.domain`	286,236,008	286236008	9.2%
`education.school.facebook_url`	209,930,177	209930177	6.8%
`education.school.id`	293,752,434	293752434	9.4%
`education.school.linkedin_id`	285,946,139	285946139	9.2%
`education.school.linkedin_url`	285,946,139	285946139	9.2%
`education.school.location`	291,188,964	291188964	9.4%
`education.school.location.continent`	291,188,964	291188964	9.4%
`education.school.location.country`	291,188,964	291188964	9.4%
`education.school.location.locality`	215,758,421	215758421	6.9%
`education.school.location.name`	291,188,964	291188964	9.4%
`education.school.location.region`	231,861,386	231861386	7.5%
`education.school.name`	473,097,093	473097093	15.2%
`education.school.raw`	468,454,903	468454903	15.1%	T
`education.school.twitter_url`	199,261,697	199261697	6.4%
`education.school.type`	433,008,100	433008100	13.9%
`education.school.website`	286,236,008	286236008	9.2%
`education.start_date`	190,392,301	190392301	6.1%
`education.summary`	29,763,531	29763531	1.0%	T
`emails`	1,010,065,518	1010065518	32.5%
`emails.address`	1,010,065,518	1010065518	32.5%
`emails.first_seen`	1,010,065,518	1010065518	32.5%	T
`emails.last_seen`	1,010,065,518	1010065518	32.5%	T
`emails.num_sources`	1,010,065,518	1010065518	32.5%	T
`emails.type`	884,332,719	884332719	28.4%
`experience`	1,029,023,476	1029023476	33.1%
`experience.company`	941,889,621	941889621	30.3%
`experience.company.facebook_url`	276,922,298	276922298	8.9%
`experience.company.founded`	479,065,140	479065140	15.4%
`experience.company.fuzzy_match`	941,889,621	941889621	30.3%	T
`experience.company.id`	628,554,702	628554702	20.2%
`experience.company.industry`	609,120,357	609120357	19.6%
`experience.company.linkedin_id`	607,939,763	607939763	19.6%
`experience.company.linkedin_url`	628,554,702	628554702	20.2%
`experience.company.location`	592,524,266	592524266	19.1%
`experience.company.location.address_line_2`	58,441,544	58441544	1.9%
`experience.company.location.continent`	592,524,266	592524266	19.1%
`experience.company.location.country`	592,524,248	592524248	19.1%
`experience.company.location.geo`	486,523,583	486523583	15.6%
`experience.company.location.locality`	493,696,032	493696032	15.9%
`experience.company.location.metro`	301,281,071	301281071	9.7%
`experience.company.location.name`	592,524,266	592524266	19.1%
`experience.company.location.postal_code`	319,417,244	319417244	10.3%
`experience.company.location.region`	529,579,471	529579471	17.0%
`experience.company.location.street_address`	336,918,783	336918783	10.8%
`experience.company.name`	941,889,621	941889621	30.3%
`experience.company.raw`	900,926,353	900926353	29.0%	T
`experience.company.size`	628,554,702	628554702	20.2%
`experience.company.ticker`	144,742,468	144742468	4.7%	T
`experience.company.twitter_url`	317,541,143	317541143	10.2%
`experience.company.type`	628,554,702	628554702	20.2%	T
`experience.company.website`	579,532,209	579532209	18.6%
`experience.end_date`	201,449,328	201449328	6.5%
`experience.first_seen`	1,029,023,476	1029023476	33.1%	T
`experience.is_primary`	1,029,023,476	1029023476	33.1%
`experience.last_seen`	1,029,023,476	1029023476	33.1%	T
`experience.location_names`	237,565,060	237565060	7.6%
`experience.num_sources`	1,029,023,476	1029023476	33.1%	T
`experience.start_date`	348,126,710	348126710	11.2%
`experience.summary`	132,029,296	132029296	4.2%	T
`experience.title`	867,974,608	867974608	27.9%
`experience.title.levels`	293,396,806	293396806	9.4%
`experience.title.name`	867,974,608	867974608	27.9%
`experience.title.raw`	867,974,608	867974608	27.9%	T
`experience.title.role`	345,518,872	345518872	11.1%
`experience.title.sub_role`	226,152,384	226152384	7.3%
`facebook_friends`	40,459,112	40459112	1.3%	T
`facebook_id`	1,013,449,178	1013449178	32.6%
`facebook_url`	723,371,738	723371738	23.3%
`facebook_username`	723,371,738	723371738	23.3%
`first_name`	3,109,152,901	3109152901	100.0%
`first_seen`	3,109,152,901	3109152901	100.0%	T
`full_name`	3,109,152,901	3109152901	100.0%
`gender`	2,232,472,980	2232472980	71.8%
`github_url`	5,651,711	5651711	0.2%
`github_username`	5,651,711	5651711	0.2%
`id`	3,109,152,901	3109152901	100.0%
`industry`	410,262,524	410262524	13.2%
`inferred_salary`	261,720,105	261720105	8.4%	T
`inferred_years_experience`	359,981,488	359981488	11.6%	T
`interests`	101,126,366	101126366	3.3%
`job_company_facebook_url`	94,870,090	94870090	3.1%
`job_company_founded`	200,417,776	200417776	6.4%
`job_company_id`	280,905,336	280905336	9.0%
`job_company_industry`	269,424,425	269424425	8.7%
`job_company_linkedin_id`	268,063,458	268063458	8.6%
`job_company_linkedin_url`	280,905,336	280905336	9.0%
`job_company_location_address_line_2`	14,986,023	14986023	0.5%
`job_company_location_continent`	257,877,605	257877605	8.3%
`job_company_location_country`	257,877,578	257877578	8.3%
`job_company_location_geo`	191,119,392	191119392	6.1%
`job_company_location_locality`	195,481,992	195481992	6.3%
`job_company_location_metro`	93,447,580	93447580	3.0%
`job_company_location_name`	257,877,605	257877605	8.3%
`job_company_location_postal_code`	100,001,511	100001511	3.2%
`job_company_location_region`	217,752,975	217752975	7.0%
`job_company_location_street_address`	108,295,013	108295013	3.5%
`job_company_name`	452,279,471	452279471	14.5%
`job_company_size`	280,905,336	280905336	9.0%
`job_company_ticker`	48,750,812	48750812	1.6%	T
`job_company_twitter_url`	110,519,964	110519964	3.6%
`job_company_type`	280,905,336	280905336	9.0%	T
`job_company_website`	246,259,982	246259982	7.9%
`job_history`	1,029,611,098	1029611098	33.1%	T
`job_history.company_id`	637,317,843	637317843	20.5%	T
`job_history.company_name`	942,726,582	942726582	30.3%	T
`job_history.first_seen`	1,029,611,098	1029611098	33.1%	T
`job_history.last_seen`	1,029,611,098	1029611098	33.1%	T
`job_history.num_sources`	1,029,611,098	1029611098	33.1%	T
`job_history.title`	868,585,705	868585705	27.9%	T
`job_last_updated`	475,128,901	475128901	15.3%
`job_onet_broad_occupation`	100,449,851	100449851	3.2%	T
`job_onet_code`	100,449,851	100449851	3.2%	T
`job_onet_major_group`	100,449,851	100449851	3.2%	T
`job_onet_minor_group`	100,449,851	100449851	3.2%	T
`job_onet_specific_occupation`	100,449,851	100449851	3.2%	T
`job_onet_title`	47,241,739	47241739	1.5%	T
`job_start_date`	247,489,759	247489759	8.0%
`job_summary`	51,534,659	51534659	1.7%	T
`job_title`	514,588,059	514588059	16.6%
`job_title_levels`	123,680,095	123680095	4.0%
`job_title_role`	160,915,824	160915824	5.2%
`job_title_sub_role`	93,797,872	93797872	3.0%
`languages`	285,693,449	285693449	9.2%	T
`languages.name`	285,693,449	285693449	9.2%	T
`languages.proficiency`	16,651,529	16651529	0.5%	T
`last_initial`	3,109,152,901	3109152901	100.0%
`last_name`	3,100,008,255	3100008255	99.7%
`linkedin_connections`	548,391,447	548391447	17.6%	T
`linkedin_id`	502,360,955	502360955	16.2%
`linkedin_url`	753,136,948	753136948	24.2%
`linkedin_username`	753,136,948	753136948	24.2%
`location_address_line_2`	103,612,877	103612877	3.3%
`location_continent`	2,055,755,264	2055755264	66.1%
`location_country`	2,045,572,116	2045572116	65.8%
`location_geo`	1,510,896,189	1510896189	48.6%
`location_last_updated`	975,438,010	975438010	31.4%
`location_locality`	1,577,834,527	1577834527	50.7%
`location_metro`	857,710,488	857710488	27.6%
`location_name`	2,055,755,264	2055755264	66.1%
`location_names`	1,709,186,264	1709186264	55.0%
`location_postal_code`	790,724,048	790724048	25.4%
`location_region`	1,737,289,839	1737289839	55.9%
`location_street_address`	741,330,038	741330038	23.8%
`middle_initial`	730,944,209	730944209	23.5%
`middle_name`	452,754,124	452754124	14.6%
`mobile_phone`	479,377,801	479377801	15.4%
`name_aliases`	189,569,981	189569981	6.1%	T
`num_records`	3,109,152,901	3109152901	100.0%	T
`num_sources`	3,109,152,901	3109152901	100.0%	T
`personal_emails`	659,662,773	659662773	21.2%
`phone_numbers`	1,110,453,590	1110453590	35.7%
`phones`	1,110,453,590	1110453590	35.7%	T
`phones.first_seen`	1,110,453,590	1110453590	35.7%	T
`phones.last_seen`	1,110,453,590	1110453590	35.7%	T
`phones.num_sources`	1,110,453,590	1110453590	35.7%	T
`phones.number`	1,110,453,590	1110453590	35.7%	T
`possible_birth_dates`	250,999,579	250999579	8.1%	T
`possible_emails`	88,343,690	88343690	2.8%	T
`possible_emails.address`	88,343,690	88343690	2.8%	T
`possible_emails.first_seen`	88,343,690	88343690	2.8%	T
`possible_emails.last_seen`	88,343,690	88343690	2.8%	T
`possible_emails.num_sources`	88,343,690	88343690	2.8%	T
`possible_emails.type`	71,606,856	71606856	2.3%	T
`possible_location_names`	1,004,397,005	1004397005	32.3%	T
`possible_phones`	42,929,494	42929494	1.4%	T
`possible_phones.first_seen`	42,929,494	42929494	1.4%	T
`possible_phones.last_seen`	42,929,494	42929494	1.4%	T
`possible_phones.num_sources`	42,929,494	42929494	1.4%	T
`possible_phones.number`	42,929,494	42929494	1.4%	T
`possible_profiles`	71,328,302	71328302	2.3%	T
`possible_profiles.first_seen`	71,328,302	71328302	2.3%	T
`possible_profiles.id`	52,368,119	52368119	1.7%	T
`possible_profiles.last_seen`	71,328,302	71328302	2.3%	T
`possible_profiles.network`	71,328,302	71328302	2.3%	T
`possible_profiles.num_sources`	71,328,302	71328302	2.3%	T
`possible_profiles.url`	71,314,873	71314873	2.3%	T
`possible_profiles.username`	52,760,783	52760783	1.7%	T
`possible_street_addresses`	14,345,154	14345154	0.5%	T
`possible_street_addresses.address_line_2`	4,352,376	4352376	0.1%	T
`possible_street_addresses.continent`	14,345,154	14345154	0.5%	T
`possible_street_addresses.country`	14,345,154	14345154	0.5%	T
`possible_street_addresses.first_seen`	14,345,154	14345154	0.5%	T
`possible_street_addresses.geo`	14,156,807	14156807	0.5%	T
`possible_street_addresses.last_seen`	14,345,154	14345154	0.5%	T
`possible_street_addresses.locality`	14,345,154	14345154	0.5%	T
`possible_street_addresses.metro`	12,762,787	12762787	0.4%	T
`possible_street_addresses.name`	14,345,154	14345154	0.5%	T
`possible_street_addresses.num_sources`	14,345,154	14345154	0.5%	T
`possible_street_addresses.postal_code`	13,863,636	13863636	0.4%	T
`possible_street_addresses.region`	14,345,154	14345154	0.5%	T
`possible_street_addresses.street_address`	14,345,154	14345154	0.5%	T
`profiles`	1,966,613,819	1966613819	63.3%
`profiles.first_seen`	1,966,613,819	1966613819	63.3%	T
`profiles.id`	1,483,386,977	1483386977	47.7%
`profiles.last_seen`	1,966,613,819	1966613819	63.3%	T
`profiles.network`	1,966,613,819	1966613819	63.3%
`profiles.num_sources`	1,966,613,819	1966613819	63.3%	T
`profiles.url`	1,960,938,309	1960938309	63.1%
`profiles.username`	1,652,344,659	1652344659	53.1%
`regions`	1,826,047,221	1826047221	58.7%
`release_version`	0	0	0.0%
`skills`	159,426,268	159426268	5.1%
`street_addresses`	762,636,137	762636137	24.5%
`street_addresses.address_line_2`	206,118,887	206118887	6.6%
`street_addresses.continent`	762,636,137	762636137	24.5%
`street_addresses.country`	762,636,137	762636137	24.5%
`street_addresses.first_seen`	762,636,137	762636137	24.5%	T
`street_addresses.geo`	753,603,849	753603849	24.2%
`street_addresses.last_seen`	762,636,137	762636137	24.5%	T
`street_addresses.locality`	762,636,137	762636137	24.5%
`street_addresses.metro`	650,239,937	650239937	20.9%
`street_addresses.name`	762,636,137	762636137	24.5%
`street_addresses.num_sources`	762,636,137	762636137	24.5%	T
`street_addresses.postal_code`	757,901,568	757901568	24.4%
`street_addresses.region`	762,636,137	762636137	24.5%
`street_addresses.street_address`	762,636,137	762636137	24.5%
`summary`	253,557,854	253557854	8.2%	T
`twitter_url`	205,604,707	205604707	6.6%
`twitter_username`	205,604,707	205604707	6.6%
`update_log`	3,109,152,901	3109152901	100.0%
`update_log.record_update`	3,109,152,901	3109152901	100.0%
`work_email`	47,979,987	47979987	1.5%