All Dataset 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
`Total`	2,453,435,765	2453435765	100.0%
`birth_date`	174,042,928	174042928	7.1%
`birth_year`	352,163,909	352163909	14.4%
`certifications`	65,736,713	65736713	2.7%
`certifications.end_date`	51,522,333	51522333	2.1%
`certifications.name`	65,736,713	65736713	2.7%
`certifications.organization`	64,593,547	64593547	2.6%
`certifications.start_date`	54,822,845	54822845	2.2%
`countries`	1,815,088,381	1815088381	74.0%
`education`	738,862,067	738862067	30.1%
`education.degrees`	190,770,515	190770515	7.8%
`education.end_date`	334,341,027	334341027	13.6%
`education.gpa`	11,868,336	11868336	0.5%
`education.majors`	246,956,117	246956117	10.1%
`education.minors`	1,747,377	1747377	0.1%
`education.raw`	395,128,654	395128654	16.1%
`education.school`	737,870,088	737870088	30.1%
`education.school.domain`	504,486,711	504486711	20.6%
`education.school.facebook_url`	326,913,062	326913062	13.3%
`education.school.id`	526,403,442	526403442	21.5%
`education.school.linkedin_id`	526,403,442	526403442	21.5%
`education.school.linkedin_url`	526,383,233	526383233	21.5%
`education.school.location`	477,284,944	477284944	19.5%
`education.school.location.continent`	477,284,944	477284944	19.5%
`education.school.location.country`	477,284,867	477284867	19.5%
`education.school.location.locality`	453,614,065	453614065	18.5%
`education.school.location.name`	477,284,944	477284944	19.5%
`education.school.location.region`	465,468,840	465468840	19.0%
`education.school.name`	737,837,083	737837083	30.1%
`education.school.raw`	735,075,205	735075205	30.0%
`education.school.twitter_url`	309,023,214	309023214	12.6%
`education.school.type`	603,813,320	603813320	24.6%
`education.school.website`	504,486,711	504486711	20.6%
`education.start_date`	318,091,361	318091361	13.0%
`education.summary`	71,823,966	71823966	2.9%
`emails`	634,278,896	634278896	25.9%
`emails.address`	634,278,896	634278896	25.9%
`emails.first_seen`	634,278,896	634278896	25.9%
`emails.last_seen`	634,278,896	634278896	25.9%
`emails.md5_hash`	634,278,896	634278896	25.9%
`emails.num_sources`	634,278,896	634278896	25.9%
`emails.sha_256_hash`	634,278,896	634278896	25.9%
`emails.type`	562,224,395	562224395	22.9%
`experience`	919,904,464	919904464	37.5%
`experience.company`	878,456,293	878456293	35.8%
`experience.company.facebook_url`	358,137,265	358137265	14.6%
`experience.company.founded`	458,789,229	458789229	18.7%
`experience.company.id`	601,654,212	601654212	24.5%
`experience.company.industry`	574,973,605	574973605	23.4%
`experience.company.industry_v2`	550,796,081	550796081	22.4%
`experience.company.linkedin_id`	601,654,212	601654212	24.5%
`experience.company.linkedin_url`	601,654,212	601654212	24.5%
`experience.company.location`	576,590,930	576590930	23.5%
`experience.company.location.address_line_2`	91,291,522	91291522	3.7%
`experience.company.location.continent`	575,427,867	575427867	23.5%
`experience.company.location.country`	576,587,869	576587869	23.5%
`experience.company.location.geo`	536,252,419	536252419	21.9%
`experience.company.location.locality`	543,783,551	543783551	22.2%
`experience.company.location.metro`	241,790,470	241790470	9.9%
`experience.company.location.name`	576,590,930	576590930	23.5%
`experience.company.location.postal_code`	473,789,479	473789479	19.3%
`experience.company.location.region`	549,769,203	549769203	22.4%
`experience.company.location.street_address`	448,300,672	448300672	18.3%
`experience.company.name`	878,440,842	878440842	35.8%
`experience.company.raw`	878,436,339	878436339	35.8%
`experience.company.size`	601,654,212	601654212	24.5%
`experience.company.ticker`	126,402,491	126402491	5.2%
`experience.company.twitter_url`	307,256,851	307256851	12.5%
`experience.company.type`	601,654,212	601654212	24.5%
`experience.company.website`	546,100,990	546100990	22.3%
`experience.end_date`	279,472,907	279472907	11.4%
`experience.first_seen`	919,904,464	919904464	37.5%
`experience.is_primary`	919,904,464	919904464	37.5%
`experience.last_seen`	919,904,464	919904464	37.5%
`experience.location_names`	344,195,299	344195299	14.0%
`experience.num_sources`	919,904,464	919904464	37.5%
`experience.start_date`	442,866,411	442866411	18.1%
`experience.summary`	188,141,835	188141835	7.7%
`experience.title`	775,635,372	775635372	31.6%
`experience.title.class`	523,365,593	523365593	21.3%
`experience.title.levels`	261,929,727	261929727	10.7%
`experience.title.name`	775,635,372	775635372	31.6%
`experience.title.raw`	775,635,372	775635372	31.6%
`experience.title.role`	523,365,593	523365593	21.3%
`experience.title.sub_role`	449,385,521	449385521	18.3%
`facebook_friends`	38,651,608	38651608	1.6%
`facebook_id`	1,004,228,437	1004228437	40.9%
`facebook_url`	714,981,062	714981062	29.1%
`facebook_username`	714,981,062	714981062	29.1%
`first_name`	2,453,435,765	2453435765	100.0%
`first_seen`	2,453,435,765	2453435765	100.0%
`full_name`	2,453,435,765	2453435765	100.0%
`github_url`	3,528,906	3528906	0.1%
`github_username`	3,528,906	3528906	0.1%
`headline`	186,391,542	186391542	7.6%
`id`	2,453,435,765	2453435765	100.0%
`industry`	426,691,553	426691553	17.4%
`inferred_salary`	278,542,838	278542838	11.4%
`inferred_years_experience`	436,110,362	436110362	17.8%
`interests`	100,459,421	100459421	4.1%
`job_company_12mo_employee_growth_rate`	346,675,076	346675076	14.1%
`job_company_employee_count`	351,625,419	351625419	14.3%
`job_company_facebook_url`	169,350,353	169350353	6.9%
`job_company_founded`	246,725,895	246725895	10.1%
`job_company_id`	351,660,167	351660167	14.3%
`job_company_industry`	332,609,624	332609624	13.6%
`job_company_industry_v2`	317,198,426	317198426	12.9%
`job_company_inferred_revenue`	351,625,419	351625419	14.3%
`job_company_linkedin_id`	351,660,167	351660167	14.3%
`job_company_linkedin_url`	351,660,167	351660167	14.3%
`job_company_location_address_line_2`	30,969,344	30969344	1.3%
`job_company_location_continent`	330,042,113	330042113	13.5%
`job_company_location_country`	330,923,787	330923787	13.5%
`job_company_location_geo`	299,058,942	299058942	12.2%
`job_company_location_locality`	305,781,977	305781977	12.5%
`job_company_location_metro`	103,511,757	103511757	4.2%
`job_company_location_name`	330,927,954	330927954	13.5%
`job_company_location_postal_code`	243,046,534	243046534	9.9%
`job_company_location_region`	311,170,473	311170473	12.7%
`job_company_location_street_address`	227,853,422	227853422	9.3%
`job_company_name`	520,278,423	520278423	21.2%
`job_company_size`	351,660,167	351660167	14.3%
`job_company_ticker`	50,758,215	50758215	2.1%
`job_company_total_funding_raised`	70,460,598	70460598	2.9%
`job_company_twitter_url`	131,665,755	131665755	5.4%
`job_company_type`	351,660,167	351660167	14.3%
`job_company_website`	306,477,527	306477527	12.5%
`job_history`	920,841,782	920841782	37.5%
`job_history.company_id`	613,272,704	613272704	25.0%
`job_history.company_name`	880,815,807	880815807	35.9%
`job_history.first_seen`	920,841,782	920841782	37.5%
`job_history.last_seen`	920,841,782	920841782	37.5%
`job_history.num_sources`	920,841,782	920841782	37.5%
`job_history.title`	776,799,343	776799343	31.7%
`job_last_changed`	551,344,369	551344369	22.5%
`job_last_verified`	551,344,369	551344369	22.5%
`job_onet_broad_occupation`	243,983,236	243983236	9.9%
`job_onet_code`	243,983,236	243983236	9.9%
`job_onet_major_group`	243,983,236	243983236	9.9%
`job_onet_minor_group`	243,983,236	243983236	9.9%
`job_onet_specific_occupation`	243,983,236	243983236	9.9%
`job_onet_specific_occupation_detail`	96,328,524	96328524	3.9%
`job_start_date`	331,689,451	331689451	13.5%
`job_summary`	77,689,590	77689590	3.2%
`job_title`	534,703,959	534703959	21.8%
`job_title_class`	316,190,214	316190214	12.9%
`job_title_levels`	131,334,025	131334025	5.4%
`job_title_role`	316,190,214	316190214	12.9%
`job_title_sub_role`	250,110,575	250110575	10.2%
`languages`	301,289,939	301289939	12.3%
`languages.name`	301,289,939	301289939	12.3%
`languages.proficiency`	24,068,001	24068001	1.0%
`last_initial`	2,453,435,765	2453435765	100.0%
`last_name`	2,429,734,531	2429734531	99.0%
`linkedin_connections`	518,631,799	518631799	21.1%
`linkedin_id`	593,390,643	593390643	24.2%
`linkedin_url`	761,163,539	761163539	31.0%
`linkedin_username`	761,163,539	761163539	31.0%
`location_address_line_2`	69,046,582	69046582	2.8%
`location_continent`	1,815,117,772	1815117772	74.0%
`location_country`	1,815,065,338	1815065338	74.0%
`location_geo`	1,478,935,019	1478935019	60.3%
`location_last_updated`	1,124,491,467	1124491467	45.8%
`location_locality`	1,494,380,694	1494380694	60.9%
`location_metro`	616,101,696	616101696	25.1%
`location_name`	1,815,117,772	1815117772	74.0%
`location_names`	1,499,416,226	1499416226	61.1%
`location_postal_code`	494,714,734	494714734	20.2%
`location_region`	1,600,270,048	1600270048	65.2%
`location_street_address`	466,843,745	466843745	19.0%
`middle_initial`	614,668,150	614668150	25.1%
`middle_name`	414,183,026	414183026	16.9%
`mobile_phone`	503,147,900	503147900	20.5%
`name_aliases`	129,039,507	129039507	5.3%
`num_records`	2,453,435,765	2453435765	100.0%
`num_sources`	2,453,435,765	2453435765	100.0%
`personal_emails`	428,928,429	428928429	17.5%
`phone_numbers`	891,072,874	891072874	36.3%
`phones`	891,072,874	891072874	36.3%
`phones.first_seen`	891,072,874	891072874	36.3%
`phones.last_seen`	891,072,874	891072874	36.3%
`phones.num_sources`	891,072,874	891072874	36.3%
`phones.number`	891,072,874	891072874	36.3%
`possible_birth_dates`	173,689,073	173689073	7.1%
`possible_emails`	115,998,213	115998213	4.7%
`possible_emails.address`	115,998,213	115998213	4.7%
`possible_emails.first_seen`	115,998,213	115998213	4.7%
`possible_emails.last_seen`	115,998,213	115998213	4.7%
`possible_emails.md5_hash`	115,998,213	115998213	4.7%
`possible_emails.num_sources`	115,998,213	115998213	4.7%
`possible_emails.sha_256_hash`	115,998,213	115998213	4.7%
`possible_emails.type`	97,210,875	97210875	4.0%
`possible_location_names`	975,567,984	975567984	39.8%
`possible_phones`	49,030,755	49030755	2.0%
`possible_phones.first_seen`	49,030,755	49030755	2.0%
`possible_phones.last_seen`	49,030,755	49030755	2.0%
`possible_phones.num_sources`	49,030,755	49030755	2.0%
`possible_phones.number`	49,030,755	49030755	2.0%
`possible_profiles`	65,026,900	65026900	2.7%
`possible_profiles.first_seen`	65,026,900	65026900	2.7%
`possible_profiles.id`	46,887,377	46887377	1.9%
`possible_profiles.last_seen`	65,026,900	65026900	2.7%
`possible_profiles.network`	65,026,900	65026900	2.7%
`possible_profiles.num_sources`	65,026,900	65026900	2.7%
`possible_profiles.url`	65,026,900	65026900	2.7%
`possible_profiles.username`	46,508,824	46508824	1.9%
`possible_street_addresses`	41,779,334	41779334	1.7%
`possible_street_addresses.address_line_2`	8,219,782	8219782	0.3%
`possible_street_addresses.continent`	41,779,334	41779334	1.7%
`possible_street_addresses.country`	41,779,334	41779334	1.7%
`possible_street_addresses.first_seen`	41,779,334	41779334	1.7%
`possible_street_addresses.geo`	41,777,484	41777484	1.7%
`possible_street_addresses.last_seen`	41,779,334	41779334	1.7%
`possible_street_addresses.locality`	41,778,758	41778758	1.7%
`possible_street_addresses.metro`	35,501,664	35501664	1.4%
`possible_street_addresses.name`	41,779,334	41779334	1.7%
`possible_street_addresses.num_sources`	41,779,334	41779334	1.7%
`possible_street_addresses.postal_code`	41,506,829	41506829	1.7%
`possible_street_addresses.region`	41,778,963	41778963	1.7%
`possible_street_addresses.street_address`	41,779,334	41779334	1.7%
`profiles`	1,867,327,516	1867327516	76.1%
`profiles.first_seen`	1,867,327,516	1867327516	76.1%
`profiles.id`	1,589,188,070	1589188070	64.8%
`profiles.last_seen`	1,867,327,516	1867327516	76.1%
`profiles.network`	1,867,327,516	1867327516	76.1%
`profiles.num_sources`	1,867,327,516	1867327516	76.1%
`profiles.url`	1,867,327,516	1867327516	76.1%
`profiles.username`	1,559,462,436	1559462436	63.6%
`recommended_personal_email`	428,868,820	428868820	17.5%
`regions`	1,609,019,874	1609019874	65.6%
`sex`	1,737,656,518	1737656518	70.8%
`skills`	146,485,418	146485418	6.0%
`street_addresses`	475,740,565	475740565	19.4%
`street_addresses.address_line_2`	170,375,696	170375696	6.9%
`street_addresses.continent`	475,740,565	475740565	19.4%
`street_addresses.country`	475,740,565	475740565	19.4%
`street_addresses.first_seen`	475,740,565	475740565	19.4%
`street_addresses.geo`	474,931,222	474931222	19.4%
`street_addresses.last_seen`	475,740,565	475740565	19.4%
`street_addresses.locality`	475,048,047	475048047	19.4%
`street_addresses.metro`	408,735,820	408735820	16.7%
`street_addresses.name`	475,740,565	475740565	19.4%
`street_addresses.num_sources`	475,740,565	475740565	19.4%
`street_addresses.postal_code`	472,713,473	472713473	19.3%
`street_addresses.region`	475,137,472	475137472	19.4%
`street_addresses.street_address`	475,740,565	475740565	19.4%
`summary`	185,676,835	185676835	7.6%
`twitter_url`	55,981,475	55981475	2.3%
`twitter_username`	55,981,475	55981475	2.3%
`work_email`	66,143,624	66143624	2.7%

Stats shown are accurate as of data version 33.1