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`	3,199,216,793	3199216793	100.0%
`birth_date`	205,166,632	205166632	6.4%
`birth_year`	513,082,879	513082879	16.0%
`certifications`	26,935,503	26935503	0.8%	T
`certifications.end_date`	5,866,543	5866543	0.2%	T
`certifications.name`	26,935,503	26935503	0.8%	T
`certifications.organization`	22,442,645	22442645	0.7%	T
`certifications.start_date`	18,260,919	18260919	0.6%	T
`countries`	2,156,265,382	2156265382	67.4%
`education`	489,807,767	489807767	15.3%
`education.degrees`	135,650,986	135650986	4.2%
`education.end_date`	216,217,705	216217705	6.8%
`education.gpa`	4,797,606	4797606	0.1%
`education.majors`	164,200,199	164200199	5.1%
`education.minors`	1,350,721	1350721	0.0%
`education.raw`	248,312,212	248312212	7.8%	T
`education.school`	479,948,849	479948849	15.0%
`education.school.domain`	292,245,512	292245512	9.1%
`education.school.facebook_url`	214,303,406	214303406	6.7%
`education.school.id`	299,909,599	299909599	9.4%
`education.school.linkedin_id`	291,990,226	291990226	9.1%
`education.school.linkedin_url`	291,990,226	291990226	9.1%
`education.school.location`	297,273,893	297273893	9.3%
`education.school.location.continent`	297,273,893	297273893	9.3%
`education.school.location.country`	297,273,893	297273893	9.3%
`education.school.location.locality`	220,608,743	220608743	6.9%
`education.school.location.name`	297,273,893	297273893	9.3%
`education.school.location.region`	237,070,216	237070216	7.4%
`education.school.name`	479,934,989	479934989	15.0%
`education.school.raw`	475,416,560	475416560	14.9%	T
`education.school.twitter_url`	203,434,536	203434536	6.4%
`education.school.type`	439,729,744	439729744	13.7%
`education.school.website`	292,245,512	292245512	9.1%
`education.start_date`	196,659,571	196659571	6.1%
`education.summary`	29,966,134	29966134	0.9%	T
`emails`	1,102,141,430	1102141430	34.5%
`emails.address`	1,102,141,430	1102141430	34.5%
`emails.first_seen`	1,102,141,430	1102141430	34.5%	T
`emails.last_seen`	1,102,141,430	1102141430	34.5%	T
`emails.num_sources`	1,102,141,430	1102141430	34.5%	T
`emails.type`	964,758,309	964758309	30.2%
`experience`	1,052,810,218	1052810218	32.9%
`experience.company`	959,324,508	959324508	30.0%
`experience.company.facebook_url`	385,949,541	385949541	12.1%
`experience.company.founded`	488,302,615	488302615	15.3%
`experience.company.id`	640,027,561	640027561	20.0%
`experience.company.industry`	616,522,387	616522387	19.3%
`experience.company.linkedin_id`	639,012,392	639012392	20.0%
`experience.company.linkedin_url`	640,027,561	640027561	20.0%
`experience.company.location`	609,267,628	609267628	19.0%
`experience.company.location.address_line_2`	52,915,031	52915031	1.7%
`experience.company.location.continent`	609,267,628	609267628	19.0%
`experience.company.location.country`	609,258,751	609258751	19.0%
`experience.company.location.geo`	500,876,065	500876065	15.7%
`experience.company.location.locality`	500,652,996	500652996	15.6%
`experience.company.location.metro`	296,418,083	296418083	9.3%
`experience.company.location.name`	609,267,628	609267628	19.0%
`experience.company.location.postal_code`	319,769,617	319769617	10.0%
`experience.company.location.region`	542,990,201	542990201	17.0%
`experience.company.location.street_address`	332,284,915	332284915	10.4%
`experience.company.name`	959,324,508	959324508	30.0%
`experience.company.raw`	924,103,952	924103952	28.9%	T
`experience.company.size`	640,027,561	640027561	20.0%
`experience.company.ticker`	148,736,101	148736101	4.6%	T
`experience.company.twitter_url`	398,337,612	398337612	12.5%
`experience.company.type`	640,027,561	640027561	20.0%	T
`experience.company.website`	595,841,691	595841691	18.6%
`experience.end_date`	209,831,258	209831258	6.6%
`experience.first_seen`	1,052,810,218	1052810218	32.9%	T
`experience.is_primary`	1,052,810,218	1052810218	32.9%
`experience.last_seen`	1,052,810,218	1052810218	32.9%	T
`experience.location_names`	254,776,504	254776504	8.0%
`experience.num_sources`	1,052,810,218	1052810218	32.9%	T
`experience.start_date`	360,506,452	360506452	11.3%
`experience.summary`	136,543,711	136543711	4.3%	T
`experience.title`	890,515,413	890515413	27.8%
`experience.title.levels`	287,658,005	287658005	9.0%
`experience.title.name`	890,515,413	890515413	27.8%
`experience.title.raw`	890,515,413	890515413	27.8%	T
`experience.title.role`	353,911,984	353911984	11.1%
`experience.title.sub_role`	231,866,343	231866343	7.2%
`facebook_friends`	40,035,656	40035656	1.3%	T
`facebook_id`	1,011,118,844	1011118844	31.6%
`facebook_url`	721,624,298	721624298	22.6%
`facebook_username`	721,624,298	721624298	22.6%
`first_name`	3,199,216,793	3199216793	100.0%
`first_seen`	3,199,216,793	3199216793	100.0%	T
`full_name`	3,199,216,793	3199216793	100.0%
`gender`	2,300,848,998	2300848998	71.9%
`github_url`	5,559,475	5559475	0.2%
`github_username`	5,559,475	5559475	0.2%
`id`	3,199,216,793	3199216793	100.0%
`industry`	411,212,621	411212621	12.9%
`inferred_salary`	293,935,459	293935459	9.2%	T
`inferred_years_experience`	372,389,170	372389170	11.6%	T
`interests`	101,069,152	101069152	3.2%
`job_company_facebook_url`	165,001,882	165001882	5.2%
`job_company_founded`	228,031,885	228031885	7.1%
`job_company_id`	315,850,901	315850901	9.9%
`job_company_industry`	301,084,575	301084575	9.4%
`job_company_linkedin_id`	315,455,101	315455101	9.9%
`job_company_linkedin_url`	315,850,901	315850901	9.9%
`job_company_location_address_line_2`	15,036,996	15036996	0.5%
`job_company_location_continent`	296,135,023	296135023	9.3%
`job_company_location_country`	296,125,365	296125365	9.3%
`job_company_location_geo`	220,498,189	220498189	6.9%
`job_company_location_locality`	220,781,642	220781642	6.9%
`job_company_location_metro`	104,397,318	104397318	3.3%
`job_company_location_name`	296,135,023	296135023	9.3%
`job_company_location_postal_code`	113,709,298	113709298	3.6%
`job_company_location_region`	249,180,664	249180664	7.8%
`job_company_location_street_address`	120,378,828	120378828	3.8%
`job_company_name`	500,774,496	500774496	15.7%
`job_company_size`	315,850,901	315850901	9.9%
`job_company_ticker`	55,873,196	55873196	1.7%	T
`job_company_twitter_url`	169,064,096	169064096	5.3%
`job_company_type`	315,850,901	315850901	9.9%	T
`job_company_website`	283,553,302	283553302	8.9%
`job_history`	1,053,508,179	1053508179	32.9%	T
`job_history.company_id`	649,274,865	649274865	20.3%	T
`job_history.company_name`	960,300,794	960300794	30.0%	T
`job_history.first_seen`	1,053,508,179	1053508179	32.9%	T
`job_history.last_seen`	1,053,508,179	1053508179	32.9%	T
`job_history.num_sources`	1,053,508,179	1053508179	32.9%	T
`job_history.title`	891,241,711	891241711	27.9%	T
`job_last_updated`	591,227,615	591227615	18.5%
`job_last_verified`	591,227,615	591227615	18.5%
`job_onet_broad_occupation`	256,509,463	256509463	8.0%	T
`job_onet_code`	256,509,463	256509463	8.0%	T
`job_onet_major_group`	256,509,463	256509463	8.0%	T
`job_onet_minor_group`	256,509,463	256509463	8.0%	T
`job_onet_specific_occupation`	256,509,463	256509463	8.0%	T
`job_onet_specific_occupation_detail`	101,403,979	101403979	3.2%	T
`job_start_date`	259,900,783	259900783	8.1%
`job_summary`	51,822,143	51822143	1.6%	T
`job_title`	568,564,441	568564441	17.8%
`job_title_levels`	130,488,130	130488130	4.1%
`job_title_role`	181,618,726	181618726	5.7%
`job_title_sub_role`	105,646,085	105646085	3.3%
`languages`	287,354,255	287354255	9.0%	T
`languages.name`	287,354,255	287354255	9.0%	T
`languages.proficiency`	16,998,445	16998445	0.5%	T
`last_initial`	3,199,216,793	3199216793	100.0%
`last_name`	3,183,707,733	3183707733	99.5%
`linkedin_connections`	547,601,031	547601031	17.1%	T
`linkedin_id`	507,839,412	507839412	15.9%
`linkedin_url`	797,516,127	797516127	24.9%
`linkedin_username`	797,516,127	797516127	24.9%
`location_address_line_2`	108,888,417	108888417	3.4%
`location_continent`	2,141,014,019	2141014019	66.9%
`location_country`	2,130,844,081	2130844081	66.6%
`location_geo`	1,594,023,688	1594023688	49.8%
`location_last_updated`	1,007,737,529	1007737529	31.5%
`location_locality`	1,658,123,102	1658123102	51.8%
`location_metro`	905,535,419	905535419	28.3%
`location_name`	2,141,014,019	2141014019	66.9%
`location_names`	1,789,990,350	1789990350	56.0%
`location_postal_code`	847,844,238	847844238	26.5%
`location_region`	1,824,507,901	1824507901	57.0%
`location_street_address`	800,313,168	800313168	25.0%
`middle_initial`	735,804,970	735804970	23.0%
`middle_name`	460,290,648	460290648	14.4%
`mobile_phone`	478,112,148	478112148	14.9%
`name_aliases`	194,099,651	194099651	6.1%	T
`num_records`	3,199,216,793	3199216793	100.0%	T
`num_sources`	3,199,216,793	3199216793	100.0%	T
`personal_emails`	729,627,403	729627403	22.8%
`phone_numbers`	1,126,393,827	1126393827	35.2%
`phones`	1,126,393,827	1126393827	35.2%	T
`phones.first_seen`	1,126,393,827	1126393827	35.2%	T
`phones.last_seen`	1,126,393,827	1126393827	35.2%	T
`phones.num_sources`	1,126,393,827	1126393827	35.2%	T
`phones.number`	1,126,393,827	1126393827	35.2%	T
`possible_birth_dates`	252,798,303	252798303	7.9%	T
`possible_emails`	116,564,650	116564650	3.6%	T
`possible_emails.address`	116,564,650	116564650	3.6%	T
`possible_emails.first_seen`	116,564,650	116564650	3.6%	T
`possible_emails.last_seen`	116,564,650	116564650	3.6%	T
`possible_emails.num_sources`	116,564,650	116564650	3.6%	T
`possible_emails.type`	95,698,617	95698617	3.0%	T
`possible_location_names`	1,043,550,784	1043550784	32.6%	T
`possible_phones`	66,523,072	66523072	2.1%	T
`possible_phones.first_seen`	66,523,072	66523072	2.1%	T
`possible_phones.last_seen`	66,523,072	66523072	2.1%	T
`possible_phones.num_sources`	66,523,072	66523072	2.1%	T
`possible_phones.number`	66,523,072	66523072	2.1%	T
`possible_profiles`	69,648,164	69648164	2.2%	T
`possible_profiles.first_seen`	69,648,164	69648164	2.2%	T
`possible_profiles.id`	51,631,615	51631615	1.6%	T
`possible_profiles.last_seen`	69,648,164	69648164	2.2%	T
`possible_profiles.network`	69,648,164	69648164	2.2%	T
`possible_profiles.num_sources`	69,648,164	69648164	2.2%	T
`possible_profiles.url`	69,630,309	69630309	2.2%	T
`possible_profiles.username`	50,922,688	50922688	1.6%	T
`possible_street_addresses`	53,114,577	53114577	1.7%	T
`possible_street_addresses.address_line_2`	10,106,224	10106224	0.3%	T
`possible_street_addresses.continent`	53,114,577	53114577	1.7%	T
`possible_street_addresses.country`	53,114,577	53114577	1.7%	T
`possible_street_addresses.first_seen`	53,114,577	53114577	1.7%	T
`possible_street_addresses.geo`	52,835,438	52835438	1.7%	T
`possible_street_addresses.last_seen`	53,114,577	53114577	1.7%	T
`possible_street_addresses.locality`	53,114,577	53114577	1.7%	T
`possible_street_addresses.metro`	45,181,268	45181268	1.4%	T
`possible_street_addresses.name`	53,114,577	53114577	1.7%	T
`possible_street_addresses.num_sources`	53,114,577	53114577	1.7%	T
`possible_street_addresses.postal_code`	52,648,280	52648280	1.6%	T
`possible_street_addresses.region`	53,114,577	53114577	1.7%	T
`possible_street_addresses.street_address`	53,114,577	53114577	1.7%	T
`profiles`	2,012,937,588	2012937588	62.9%
`profiles.first_seen`	2,012,937,588	2012937588	62.9%	T
`profiles.id`	1,487,009,123	1487009123	46.5%
`profiles.last_seen`	2,012,937,588	2012937588	62.9%	T
`profiles.network`	2,012,937,588	2012937588	62.9%
`profiles.num_sources`	2,012,937,588	2012937588	62.9%	T
`profiles.url`	2,002,859,467	2002859467	62.6%
`profiles.username`	1,694,549,709	1694549709	53.0%
`recommended_personal_email`	729,436,710	729436710	22.8%
`regions`	1,912,987,135	1912987135	59.8%
`skills`	159,206,162	159206162	5.0%
`street_addresses`	825,958,671	825958671	25.8%
`street_addresses.address_line_2`	211,599,361	211599361	6.6%
`street_addresses.continent`	825,958,671	825958671	25.8%
`street_addresses.country`	825,958,671	825958671	25.8%
`street_addresses.first_seen`	825,958,671	825958671	25.8%	T
`street_addresses.geo`	817,041,271	817041271	25.5%
`street_addresses.last_seen`	825,958,671	825958671	25.8%	T
`street_addresses.locality`	825,958,671	825958671	25.8%
`street_addresses.metro`	703,763,171	703763171	22.0%
`street_addresses.name`	825,958,671	825958671	25.8%
`street_addresses.num_sources`	825,958,671	825958671	25.8%	T
`street_addresses.postal_code`	821,235,912	821235912	25.7%
`street_addresses.region`	825,958,671	825958671	25.8%
`street_addresses.street_address`	825,958,671	825958671	25.8%
`summary`	258,194,016	258194016	8.1%	T
`twitter_url`	205,126,315	205126315	6.4%
`twitter_username`	205,126,315	205126315	6.4%
`work_email`	92,760,995	92760995	2.9%

Stats shown are accurate as of data version 23.2