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. Premium fields are not accessible by default.

Common Use Cases
Enrichment

Field	Count	Numeric	Fill Percentage	Premium Field
`Total`	2,794,528,725	2794528725	100.0%
`birth_date`	204,855,688	204855688	7.3%
`birth_year`	510,506,896	510506896	18.3%
`certifications`	51,689,076	51689076	1.8%	T
`certifications.end_date`	37,959,169	37959169	1.4%	T
`certifications.name`	51,689,076	51689076	1.8%	T
`certifications.organization`	50,133,910	50133910	1.8%	T
`certifications.start_date`	41,729,169	41729169	1.5%	T
`countries`	2,030,654,841	2030654841	72.7%
`education`	550,484,324	550484324	19.7%
`education.degrees`	167,229,530	167229530	6.0%
`education.end_date`	266,463,268	266463268	9.5%
`education.gpa`	9,821,649	9821649	0.4%
`education.majors`	208,474,176	208474176	7.5%
`education.minors`	1,590,705	1590705	0.1%
`education.raw`	303,045,837	303045837	10.8%	T
`education.school`	535,017,540	535017540	19.1%
`education.school.domain`	332,070,165	332070165	11.9%
`education.school.facebook_url`	239,123,951	239123951	8.6%
`education.school.id`	341,598,530	341598530	12.2%
`education.school.linkedin_id`	281,337,570	281337570	10.1%
`education.school.linkedin_url`	340,705,219	340705219	12.2%
`education.school.location`	325,343,858	325343858	11.6%
`education.school.location.continent`	325,343,858	325343858	11.6%
`education.school.location.country`	325,327,207	325327207	11.6%
`education.school.location.locality`	227,059,667	227059667	8.1%
`education.school.location.name`	325,343,858	325343858	11.6%
`education.school.location.region`	271,905,990	271905990	9.7%
`education.school.name`	535,006,971	535006971	19.1%
`education.school.raw`	533,628,914	533628914	19.1%	T
`education.school.twitter_url`	226,030,026	226030026	8.1%
`education.school.type`	490,608,331	490608331	17.6%
`education.school.website`	332,070,165	332070165	11.9%
`education.start_date`	250,411,129	250411129	9.0%
`education.summary`	48,994,273	48994273	1.8%	T
`emails`	890,326,394	890326394	31.9%
`emails.address`	890,326,394	890326394	31.9%
`emails.first_seen`	890,326,394	890326394	31.9%	T
`emails.last_seen`	890,326,394	890326394	31.9%	T
`emails.num_sources`	890,326,394	890326394	31.9%	T
`emails.type`	784,605,956	784605956	28.1%
`experience`	912,146,535	912146535	32.6%
`experience.company`	869,113,867	869113867	31.1%
`experience.company.facebook_url`	352,314,666	352314666	12.6%
`experience.company.founded`	438,219,315	438219315	15.7%
`experience.company.id`	569,128,028	569128028	20.4%
`experience.company.industry`	539,443,888	539443888	19.3%
`experience.company.linkedin_id`	568,048,586	568048586	20.3%
`experience.company.linkedin_url`	569,128,028	569128028	20.4%
`experience.company.location`	544,468,453	544468453	19.5%
`experience.company.location.address_line_2`	48,266,080	48266080	1.7%
`experience.company.location.continent`	544,468,453	544468453	19.5%
`experience.company.location.country`	544,462,286	544462286	19.5%
`experience.company.location.geo`	454,303,615	454303615	16.3%
`experience.company.location.locality`	452,097,391	452097391	16.2%
`experience.company.location.metro`	253,249,311	253249311	9.1%
`experience.company.location.name`	544,468,453	544468453	19.5%
`experience.company.location.postal_code`	269,203,389	269203389	9.6%
`experience.company.location.region`	492,310,514	492310514	17.6%
`experience.company.location.street_address`	285,281,716	285281716	10.2%
`experience.company.name`	869,113,867	869113867	31.1%
`experience.company.raw`	833,047,875	833047875	29.8%	T
`experience.company.size`	569,128,028	569128028	20.4%
`experience.company.ticker`	117,446,434	117446434	4.2%	T
`experience.company.twitter_url`	350,762,294	350762294	12.6%
`experience.company.type`	569,128,028	569128028	20.4%	T
`experience.company.website`	525,496,425	525496425	18.8%
`experience.end_date`	248,400,194	248400194	8.9%
`experience.first_seen`	912,146,535	912146535	32.6%	T
`experience.is_primary`	912,146,535	912146535	32.6%
`experience.last_seen`	912,146,535	912146535	32.6%	T
`experience.location_names`	280,950,066	280950066	10.1%
`experience.num_sources`	912,146,535	912146535	32.6%	T
`experience.start_date`	406,920,504	406920504	14.6%
`experience.summary`	150,132,230	150132230	5.4%	T
`experience.title`	766,680,507	766680507	27.4%
`experience.title.levels`	257,422,540	257422540	9.2%
`experience.title.name`	766,680,507	766680507	27.4%
`experience.title.raw`	766,680,507	766680507	27.4%	T
`experience.title.role`	310,390,055	310390055	11.1%
`experience.title.sub_role`	207,998,382	207998382	7.4%
`facebook_friends`	39,815,325	39815325	1.4%	T
`facebook_id`	1,009,486,002	1009486002	36.1%
`facebook_url`	719,732,214	719732214	25.8%
`facebook_username`	719,732,214	719732214	25.8%
`first_name`	2,794,528,725	2794528725	100.0%
`first_seen`	2,794,528,725	2794528725	100.0%	T
`full_name`	2,794,528,725	2794528725	100.0%
`github_url`	3,693,024	3693024	0.1%
`github_username`	3,693,024	3693024	0.1%
`id`	2,794,528,725	2794528725	100.0%
`industry`	409,763,881	409763881	14.7%
`inferred_salary`	263,975,374	263975374	9.4%	T
`inferred_years_experience`	403,767,971	403767971	14.4%	T
`interests`	100,645,394	100645394	3.6%
`job_company_12mo_employee_growth_rate`	309,416,511	309416511	11.1%
`job_company_employee_count`	313,542,423	313542423	11.2%
`job_company_facebook_url`	158,079,582	158079582	5.7%
`job_company_founded`	224,855,833	224855833	8.0%
`job_company_id`	313,604,874	313604874	11.2%
`job_company_industry`	289,076,989	289076989	10.3%
`job_company_inferred_revenue`	313,542,423	313542423	11.2%
`job_company_linkedin_id`	312,730,473	312730473	11.2%
`job_company_linkedin_url`	313,604,874	313604874	11.2%
`job_company_location_address_line_2`	14,805,368	14805368	0.5%
`job_company_location_continent`	295,011,693	295011693	10.6%
`job_company_location_country`	295,004,300	295004300	10.6%
`job_company_location_geo`	221,128,976	221128976	7.9%
`job_company_location_locality`	220,403,912	220403912	7.9%
`job_company_location_metro`	97,507,654	97507654	3.5%
`job_company_location_name`	295,011,693	295011693	10.6%
`job_company_location_postal_code`	105,427,444	105427444	3.8%
`job_company_location_region`	251,514,629	251514629	9.0%
`job_company_location_street_address`	113,478,508	113478508	4.1%
`job_company_name`	488,816,187	488816187	17.5%
`job_company_size`	313,604,874	313604874	11.2%
`job_company_ticker`	45,718,857	45718857	1.6%	T
`job_company_total_funding_raised`	53,941,595	53941595	1.9%
`job_company_twitter_url`	157,536,100	157536100	5.6%
`job_company_type`	313,604,874	313604874	11.2%	T
`job_company_website`	277,681,704	277681704	9.9%
`job_history`	912,232,843	912232843	32.6%	T
`job_history.company_id`	578,708,971	578708971	20.7%	T
`job_history.company_name`	869,588,932	869588932	31.1%	T
`job_history.first_seen`	912,232,843	912232843	32.6%	T
`job_history.last_seen`	912,232,843	912232843	32.6%	T
`job_history.num_sources`	912,232,843	912232843	32.6%	T
`job_history.title`	766,887,158	766887158	27.4%	T
`job_last_changed`	520,097,426	520097426	18.6%	T
`job_last_verified`	520,097,426	520097426	18.6%	T
`job_onet_broad_occupation`	234,229,763	234229763	8.4%	T
`job_onet_code`	234,229,763	234229763	8.4%	T
`job_onet_major_group`	234,229,763	234229763	8.4%	T
`job_onet_minor_group`	234,229,763	234229763	8.4%	T
`job_onet_specific_occupation`	234,229,763	234229763	8.4%	T
`job_onet_specific_occupation_detail`	91,781,009	91781009	3.3%	T
`job_start_date`	320,441,153	320441153	11.5%
`job_summary`	62,710,107	62710107	2.2%	T
`job_title`	503,187,324	503187324	18.0%
`job_title_levels`	124,322,332	124322332	4.4%
`job_title_role`	163,172,024	163172024	5.8%
`job_title_sub_role`	95,044,162	95044162	3.4%
`languages`	293,171,782	293171782	10.5%	T
`languages.name`	293,171,782	293171782	10.5%	T
`languages.proficiency`	20,652,685	20652685	0.7%	T
`last_initial`	2,794,528,725	2794528725	100.0%
`last_name`	2,783,151,300	2783151300	99.6%
`linkedin_connections`	547,155,894	547155894	19.6%	T
`linkedin_id`	525,323,309	525323309	18.8%
`linkedin_url`	749,592,683	749592683	26.8%
`linkedin_username`	749,592,683	749592683	26.8%
`location_address_line_2`	107,691,717	107691717	3.9%
`location_continent`	2,020,086,415	2020086415	72.3%
`location_country`	2,013,197,431	2013197431	72.0%
`location_geo`	1,523,225,960	1523225960	54.5%
`location_last_updated`	1,117,525,619	1117525619	40.0%
`location_locality`	1,570,054,579	1570054579	56.2%
`location_metro`	835,447,691	835447691	29.9%
`location_name`	2,020,086,415	2020086415	72.3%
`location_names`	1,675,556,383	1675556383	60.0%
`location_postal_code`	788,121,261	788121261	28.2%
`location_region`	1,729,435,890	1729435890	61.9%
`location_street_address`	743,653,179	743653179	26.6%
`middle_initial`	672,408,755	672408755	24.1%
`middle_name`	418,805,607	418805607	15.0%
`mobile_phone`	512,765,394	512765394	18.3%
`name_aliases`	181,077,778	181077778	6.5%	T
`num_records`	2,794,528,725	2794528725	100.0%	T
`num_sources`	2,794,528,725	2794528725	100.0%	T
`personal_emails`	615,028,707	615028707	22.0%
`phone_numbers`	1,156,838,256	1156838256	41.4%
`phones`	1,156,838,256	1156838256	41.4%	T
`phones.first_seen`	1,156,838,256	1156838256	41.4%	T
`phones.last_seen`	1,156,838,256	1156838256	41.4%	T
`phones.num_sources`	1,156,838,256	1156838256	41.4%	T
`phones.number`	1,156,838,256	1156838256	41.4%	T
`possible_birth_dates`	251,777,517	251777517	9.0%	T
`possible_emails`	112,596,422	112596422	4.0%	T
`possible_emails.address`	112,596,422	112596422	4.0%	T
`possible_emails.first_seen`	112,596,422	112596422	4.0%	T
`possible_emails.last_seen`	112,596,422	112596422	4.0%	T
`possible_emails.num_sources`	112,596,422	112596422	4.0%	T
`possible_emails.type`	92,143,993	92143993	3.3%	T
`possible_location_names`	1,096,100,544	1096100544	39.2%	T
`possible_phones`	71,911,687	71911687	2.6%	T
`possible_phones.first_seen`	71,911,687	71911687	2.6%	T
`possible_phones.last_seen`	71,911,687	71911687	2.6%	T
`possible_phones.num_sources`	71,911,687	71911687	2.6%	T
`possible_phones.number`	71,911,687	71911687	2.6%	T
`possible_profiles`	66,358,475	66358475	2.4%	T
`possible_profiles.first_seen`	66,358,475	66358475	2.4%	T
`possible_profiles.id`	49,933,482	49933482	1.8%	T
`possible_profiles.last_seen`	66,358,475	66358475	2.4%	T
`possible_profiles.network`	66,358,475	66358475	2.4%	T
`possible_profiles.num_sources`	66,358,475	66358475	2.4%	T
`possible_profiles.url`	66,343,978	66343978	2.4%	T
`possible_profiles.username`	47,698,835	47698835	1.7%	T
`possible_street_addresses`	57,473,634	57473634	2.1%	T
`possible_street_addresses.address_line_2`	10,613,697	10613697	0.4%	T
`possible_street_addresses.continent`	57,473,634	57473634	2.1%	T
`possible_street_addresses.country`	57,473,634	57473634	2.1%	T
`possible_street_addresses.first_seen`	57,473,634	57473634	2.1%	T
`possible_street_addresses.geo`	57,196,386	57196386	2.0%	T
`possible_street_addresses.last_seen`	57,473,634	57473634	2.1%	T
`possible_street_addresses.locality`	57,473,634	57473634	2.1%	T
`possible_street_addresses.metro`	48,955,880	48955880	1.8%	T
`possible_street_addresses.name`	57,473,634	57473634	2.1%	T
`possible_street_addresses.num_sources`	57,473,634	57473634	2.1%	T
`possible_street_addresses.postal_code`	57,028,211	57028211	2.0%	T
`possible_street_addresses.region`	57,473,634	57473634	2.1%	T
`possible_street_addresses.street_address`	57,473,634	57473634	2.1%	T
`profiles`	1,801,903,261	1801903261	64.5%
`profiles.first_seen`	1,801,903,261	1801903261	64.5%	T
`profiles.id`	1,495,836,721	1495836721	53.5%
`profiles.last_seen`	1,801,903,261	1801903261	64.5%	T
`profiles.network`	1,801,903,261	1801903261	64.5%
`profiles.num_sources`	1,801,903,261	1801903261	64.5%	T
`profiles.url`	1,796,558,625	1796558625	64.3%
`profiles.username`	1,488,225,669	1488225669	53.3%
`recommended_personal_email`	614,857,619	614857619	22.0%
`regions`	1,799,273,800	1799273800	64.4%
`sex`	2,009,628,718	2009628718	71.9%
`skills`	158,291,514	158291514	5.7%
`street_addresses`	763,464,633	763464633	27.3%
`street_addresses.address_line_2`	208,621,837	208621837	7.5%
`street_addresses.continent`	763,464,633	763464633	27.3%
`street_addresses.country`	763,464,633	763464633	27.3%
`street_addresses.first_seen`	763,464,633	763464633	27.3%	T
`street_addresses.geo`	756,165,791	756165791	27.1%
`street_addresses.last_seen`	763,464,633	763464633	27.3%	T
`street_addresses.locality`	763,464,633	763464633	27.3%
`street_addresses.metro`	653,396,703	653396703	23.4%
`street_addresses.name`	763,464,633	763464633	27.3%
`street_addresses.num_sources`	763,464,633	763464633	27.3%	T
`street_addresses.postal_code`	758,910,152	758910152	27.2%
`street_addresses.region`	763,464,633	763464633	27.3%
`street_addresses.street_address`	763,464,633	763464633	27.3%
`summary`	132,182,788	132182788	4.7%	T
`twitter_url`	55,415,644	55415644	2.0%
`twitter_username`	55,415,644	55415644	2.0%
`work_email`	86,368,827	86368827	3.1%

Stats shown are accurate as of data version 27.0