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`	2,463,560,885	2463560885	100.0%
`birth_date`	173,887,975	173887975	7.1%
`birth_year`	351,910,416	351910416	14.3%
`certifications`	66,777,319	66777319	2.7%
`certifications.end_date`	51,790,055	51790055	2.1%
`certifications.name`	66,777,319	66777319	2.7%
`certifications.organization`	65,634,813	65634813	2.7%
`certifications.start_date`	56,292,346	56292346	2.3%
`countries`	1,825,205,097	1825205097	74.1%
`education`	745,146,250	745146250	30.2%
`education.degrees`	193,445,699	193445699	7.9%
`education.end_date`	339,468,987	339468987	13.8%
`education.gpa`	11,859,396	11859396	0.5%
`education.majors`	249,356,089	249356089	10.1%
`education.minors`	1,809,078	1809078	0.1%
`education.raw`	375,826,467	375826467	15.3%
`education.school`	744,382,987	744382987	30.2%
`education.school.domain`	510,521,219	510521219	20.7%
`education.school.facebook_url`	330,784,257	330784257	13.4%
`education.school.id`	532,563,671	532563671	21.6%
`education.school.linkedin_id`	532,563,671	532563671	21.6%
`education.school.linkedin_url`	532,543,458	532543458	21.6%
`education.school.location`	483,278,996	483278996	19.6%
`education.school.location.continent`	483,278,996	483278996	19.6%
`education.school.location.country`	483,278,921	483278921	19.6%
`education.school.location.locality`	459,353,732	459353732	18.6%
`education.school.location.name`	483,278,996	483278996	19.6%
`education.school.location.region`	471,344,782	471344782	19.1%
`education.school.name`	744,346,587	744346587	30.2%
`education.school.raw`	741,422,259	741422259	30.1%
`education.school.twitter_url`	312,576,028	312576028	12.7%
`education.school.type`	610,132,782	610132782	24.8%
`education.school.website`	510,521,219	510521219	20.7%
`education.start_date`	323,577,564	323577564	13.1%
`education.summary`	73,543,133	73543133	3.0%
`emails`	634,074,979	634074979	25.7%
`emails.address`	634,074,979	634074979	25.7%
`emails.first_seen`	634,074,979	634074979	25.7%
`emails.last_seen`	634,074,979	634074979	25.7%
`emails.md5_hash`	634,074,979	634074979	25.7%
`emails.num_sources`	634,074,979	634074979	25.7%
`emails.sha_256_hash`	634,074,979	634074979	25.7%
`emails.type`	562,054,641	562054641	22.8%
`experience`	929,243,128	929243128	37.7%
`experience.company`	887,312,106	887312106	36.0%
`experience.company.facebook_url`	362,633,351	362633351	14.7%
`experience.company.founded`	465,049,419	465049419	18.9%
`experience.company.id`	609,641,983	609641983	24.7%
`experience.company.industry`	582,624,786	582624786	23.6%
`experience.company.industry_v2`	558,369,461	558369461	22.7%
`experience.company.linkedin_id`	609,641,983	609641983	24.7%
`experience.company.linkedin_url`	609,641,983	609641983	24.7%
`experience.company.location`	584,260,123	584260123	23.7%
`experience.company.location.address_line_2`	90,782,886	90782886	3.7%
`experience.company.location.continent`	583,085,653	583085653	23.7%
`experience.company.location.country`	584,257,143	584257143	23.7%
`experience.company.location.geo`	543,704,431	543704431	22.1%
`experience.company.location.locality`	551,043,795	551043795	22.4%
`experience.company.location.metro`	243,347,877	243347877	9.9%
`experience.company.location.name`	584,260,123	584260123	23.7%
`experience.company.location.postal_code`	485,236,094	485236094	19.7%
`experience.company.location.region`	556,916,835	556916835	22.6%
`experience.company.location.street_address`	451,840,290	451840290	18.3%
`experience.company.name`	887,312,106	887312106	36.0%
`experience.company.raw`	887,292,184	887292184	36.0%
`experience.company.size`	609,641,983	609641983	24.7%
`experience.company.ticker`	127,019,518	127019518	5.2%
`experience.company.twitter_url`	309,924,635	309924635	12.6%
`experience.company.type`	609,641,983	609641983	24.7%
`experience.company.website`	553,339,059	553339059	22.5%
`experience.end_date`	280,499,562	280499562	11.4%
`experience.first_seen`	929,243,128	929243128	37.7%
`experience.is_primary`	929,243,128	929243128	37.7%
`experience.last_seen`	929,243,128	929243128	37.7%
`experience.location_names`	353,688,659	353688659	14.4%
`experience.num_sources`	929,243,128	929243128	37.7%
`experience.start_date`	448,527,434	448527434	18.2%
`experience.summary`	189,896,400	189896400	7.7%
`experience.title`	785,021,287	785021287	31.9%
`experience.title.class`	529,302,684	529302684	21.5%
`experience.title.levels`	262,528,332	262528332	10.7%
`experience.title.name`	785,021,287	785021287	31.9%
`experience.title.raw`	785,021,287	785021287	31.9%
`experience.title.role`	529,302,684	529302684	21.5%
`experience.title.sub_role`	454,248,594	454248594	18.4%
`facebook_friends`	38,641,413	38641413	1.6%
`facebook_id`	1,004,174,729	1004174729	40.8%
`facebook_url`	714,932,364	714932364	29.0%
`facebook_username`	714,932,364	714932364	29.0%
`first_name`	2,463,560,885	2463560885	100.0%
`first_seen`	2,463,560,885	2463560885	100.0%
`full_name`	2,463,560,885	2463560885	100.0%
`github_url`	3,527,459	3527459	0.1%
`github_username`	3,527,459	3527459	0.1%
`headline`	181,532,786	181532786	7.4%
`id`	2,463,560,885	2463560885	100.0%
`industry`	431,650,626	431650626	17.5%
`inferred_salary`	294,650,418	294650418	12.0%
`inferred_years_experience`	441,234,531	441234531	17.9%
`interests`	100,394,400	100394400	4.1%
`job_company_12mo_employee_growth_rate`	366,686,789	366686789	14.9%
`job_company_employee_count`	371,863,383	371863383	15.1%
`job_company_facebook_url`	180,052,564	180052564	7.3%
`job_company_founded`	262,460,764	262460764	10.7%
`job_company_id`	371,900,457	371900457	15.1%
`job_company_industry`	352,127,513	352127513	14.3%
`job_company_industry_v2`	336,468,349	336468349	13.7%
`job_company_inferred_revenue`	371,863,383	371863383	15.1%
`job_company_linkedin_id`	371,900,457	371900457	15.1%
`job_company_linkedin_url`	371,900,457	371900457	15.1%
`job_company_location_address_line_2`	32,559,726	32559726	1.3%
`job_company_location_continent`	349,352,423	349352423	14.2%
`job_company_location_country`	350,282,895	350282895	14.2%
`job_company_location_geo`	317,411,303	317411303	12.9%
`job_company_location_locality`	324,208,639	324208639	13.2%
`job_company_location_metro`	109,600,130	109600130	4.4%
`job_company_location_name`	350,287,407	350287407	14.2%
`job_company_location_postal_code`	262,382,746	262382746	10.7%
`job_company_location_region`	329,718,994	329718994	13.4%
`job_company_location_street_address`	240,065,532	240065532	9.7%
`job_company_name`	542,727,035	542727035	22.0%
`job_company_size`	371,900,457	371900457	15.1%
`job_company_ticker`	53,915,840	53915840	2.2%
`job_company_total_funding_raised`	64,618,462	64618462	2.6%
`job_company_twitter_url`	139,530,108	139530108	5.7%
`job_company_type`	371,900,457	371900457	15.1%
`job_company_website`	324,809,982	324809982	13.2%
`job_history`	930,203,863	930203863	37.8%
`job_history.company_id`	621,594,153	621594153	25.2%
`job_history.company_name`	889,937,492	889937492	36.1%
`job_history.first_seen`	930,203,863	930203863	37.8%
`job_history.last_seen`	930,203,863	930203863	37.8%
`job_history.num_sources`	930,203,863	930203863	37.8%
`job_history.title`	786,170,794	786170794	31.9%
`job_last_changed`	574,870,833	574870833	23.3%
`job_last_verified`	574,870,833	574870833	23.3%
`job_onet_broad_occupation`	255,643,880	255643880	10.4%
`job_onet_code`	255,643,880	255643880	10.4%
`job_onet_major_group`	255,643,880	255643880	10.4%
`job_onet_minor_group`	255,643,880	255643880	10.4%
`job_onet_specific_occupation`	255,643,880	255643880	10.4%
`job_onet_specific_occupation_detail`	101,501,622	101501622	4.1%
`job_start_date`	351,924,630	351924630	14.3%
`job_summary`	82,921,519	82921519	3.4%
`job_title`	558,110,844	558110844	22.7%
`job_title_class`	333,144,955	333144955	13.5%
`job_title_levels`	138,272,399	138272399	5.6%
`job_title_role`	333,144,955	333144955	13.5%
`job_title_sub_role`	263,508,188	263508188	10.7%
`languages`	310,791,531	310791531	12.6%
`languages.name`	310,791,531	310791531	12.6%
`languages.proficiency`	70,488,045	70488045	2.9%
`last_initial`	2,463,560,885	2463560885	100.0%
`last_name`	2,439,322,021	2439322021	99.0%
`linkedin_connections`	518,545,763	518545763	21.0%
`linkedin_id`	606,215,648	606215648	24.6%
`linkedin_url`	771,631,674	771631674	31.3%
`linkedin_username`	771,631,674	771631674	31.3%
`location_address_line_2`	68,982,757	68982757	2.8%
`location_continent`	1,825,234,736	1825234736	74.1%
`location_country`	1,825,175,573	1825175573	74.1%
`location_geo`	1,486,650,839	1486650839	60.3%
`location_last_updated`	1,134,698,197	1134698197	46.1%
`location_locality`	1,502,859,731	1502859731	61.0%
`location_metro`	616,574,689	616574689	25.0%
`location_name`	1,825,234,736	1825234736	74.1%
`location_names`	1,507,977,519	1507977519	61.2%
`location_postal_code`	494,295,190	494295190	20.1%
`location_region`	1,609,657,954	1609657954	65.3%
`location_street_address`	466,449,960	466449960	18.9%
`middle_initial`	616,267,886	616267886	25.0%
`middle_name`	415,675,751	415675751	16.9%
`mobile_phone`	503,004,146	503004146	20.4%
`name_aliases`	129,344,043	129344043	5.3%
`num_records`	2,463,560,885	2463560885	100.0%
`num_sources`	2,463,560,885	2463560885	100.0%
`personal_emails`	428,755,422	428755422	17.4%
`phone_numbers`	890,714,003	890714003	36.2%
`phones`	890,714,003	890714003	36.2%
`phones.first_seen`	890,714,003	890714003	36.2%
`phones.last_seen`	890,714,003	890714003	36.2%
`phones.num_sources`	890,714,003	890714003	36.2%
`phones.number`	890,714,003	890714003	36.2%
`possible_birth_dates`	173,567,431	173567431	7.0%
`possible_emails`	115,893,958	115893958	4.7%
`possible_emails.address`	115,893,958	115893958	4.7%
`possible_emails.first_seen`	115,893,958	115893958	4.7%
`possible_emails.last_seen`	115,893,958	115893958	4.7%
`possible_emails.md5_hash`	115,893,958	115893958	4.7%
`possible_emails.num_sources`	115,893,958	115893958	4.7%
`possible_emails.sha_256_hash`	115,893,958	115893958	4.7%
`possible_emails.type`	97,128,563	97128563	3.9%
`possible_location_names`	981,857,250	981857250	39.9%
`possible_phones`	48,973,885	48973885	2.0%
`possible_phones.first_seen`	48,973,885	48973885	2.0%
`possible_phones.last_seen`	48,973,885	48973885	2.0%
`possible_phones.num_sources`	48,973,885	48973885	2.0%
`possible_phones.number`	48,973,885	48973885	2.0%
`possible_profiles`	64,986,840	64986840	2.6%
`possible_profiles.first_seen`	64,986,840	64986840	2.6%
`possible_profiles.id`	46,864,622	46864622	1.9%
`possible_profiles.last_seen`	64,986,840	64986840	2.6%
`possible_profiles.network`	64,986,840	64986840	2.6%
`possible_profiles.num_sources`	64,986,840	64986840	2.6%
`possible_profiles.url`	64,986,840	64986840	2.6%
`possible_profiles.username`	46,469,264	46469264	1.9%
`possible_street_addresses`	41,726,124	41726124	1.7%
`possible_street_addresses.address_line_2`	8,209,987	8209987	0.3%
`possible_street_addresses.continent`	41,726,124	41726124	1.7%
`possible_street_addresses.country`	41,726,124	41726124	1.7%
`possible_street_addresses.first_seen`	41,726,124	41726124	1.7%
`possible_street_addresses.geo`	41,724,276	41724276	1.7%
`possible_street_addresses.last_seen`	41,726,124	41726124	1.7%
`possible_street_addresses.locality`	41,725,547	41725547	1.7%
`possible_street_addresses.metro`	35,455,847	35455847	1.4%
`possible_street_addresses.name`	41,726,124	41726124	1.7%
`possible_street_addresses.num_sources`	41,726,124	41726124	1.7%
`possible_street_addresses.postal_code`	41,454,249	41454249	1.7%
`possible_street_addresses.region`	41,725,753	41725753	1.7%
`possible_street_addresses.street_address`	41,726,124	41726124	1.7%
`profiles`	1,877,732,506	1877732506	76.2%
`profiles.first_seen`	1,877,732,506	1877732506	76.2%
`profiles.id`	1,602,089,019	1602089019	65.0%
`profiles.last_seen`	1,877,732,506	1877732506	76.2%
`profiles.network`	1,877,732,506	1877732506	76.2%
`profiles.num_sources`	1,877,732,506	1877732506	76.2%
`profiles.url`	1,877,732,506	1877732506	76.2%
`profiles.username`	1,569,871,866	1569871866	63.7%
`recommended_personal_email`	428,695,834	428695834	17.4%
`regions`	1,618,489,456	1618489456	65.7%
`sex`	1,744,251,129	1744251129	70.8%
`skills`	146,429,847	146429847	5.9%
`street_addresses`	475,442,206	475442206	19.3%
`street_addresses.address_line_2`	170,222,437	170222437	6.9%
`street_addresses.continent`	475,442,206	475442206	19.3%
`street_addresses.country`	475,442,206	475442206	19.3%
`street_addresses.first_seen`	475,442,206	475442206	19.3%
`street_addresses.geo`	474,633,233	474633233	19.3%
`street_addresses.last_seen`	475,442,206	475442206	19.3%
`street_addresses.locality`	474,750,087	474750087	19.3%
`street_addresses.metro`	408,455,251	408455251	16.6%
`street_addresses.name`	475,442,206	475442206	19.3%
`street_addresses.num_sources`	475,442,206	475442206	19.3%
`street_addresses.postal_code`	472,414,757	472414757	19.2%
`street_addresses.region`	474,839,410	474839410	19.3%
`street_addresses.street_address`	475,442,206	475442206	19.3%
`summary`	185,895,347	185895347	7.5%
`twitter_url`	55,971,209	55971209	2.3%
`twitter_username`	55,971,209	55971209	2.3%
`work_email`	69,734,071	69734071	2.8%

Stats shown are accurate as of data version 33.2