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	Premium Field
`Total`	2,462,569,045	2462569045	100.0%
`birth_date`	185,827,861	185827861	7.5%
`birth_year`	379,553,555	379553555	15.4%
`certifications`	55,294,221	55294221	2.2%	T
`certifications.end_date`	41,782,992	41782992	1.7%	T
`certifications.name`	55,294,221	55294221	2.2%	T
`certifications.organization`	53,973,755	53973755	2.2%	T
`certifications.start_date`	45,255,797	45255797	1.8%	T
`countries`	1,728,363,822	1728363822	70.2%
`education`	556,548,426	556548426	22.6%
`education.degrees`	170,551,637	170551637	6.9%
`education.end_date`	271,937,803	271937803	11.0%
`education.gpa`	10,243,010	10243010	0.4%
`education.majors`	217,995,327	217995327	8.9%
`education.minors`	1,604,807	1604807	0.1%
`education.raw`	309,212,518	309212518	12.6%	T
`education.school`	540,928,436	540928436	22.0%
`education.school.domain`	352,748,298	352748298	14.3%
`education.school.facebook_url`	255,368,026	255368026	10.4%
`education.school.id`	363,687,777	363687777	14.8%
`education.school.linkedin_id`	297,707,400	297707400	12.1%
`education.school.linkedin_url`	356,184,230	356184230	14.5%
`education.school.location`	345,595,709	345595709	14.0%
`education.school.location.continent`	345,595,709	345595709	14.0%
`education.school.location.country`	345,578,995	345578995	14.0%
`education.school.location.locality`	242,349,773	242349773	9.8%
`education.school.location.name`	345,595,709	345595709	14.0%
`education.school.location.region`	288,919,396	288919396	11.7%
`education.school.name`	540,914,857	540914857	22.0%
`education.school.raw`	539,240,174	539240174	21.9%	T
`education.school.twitter_url`	241,584,957	241584957	9.8%
`education.school.type`	497,252,634	497252634	20.2%
`education.school.website`	352,748,298	352748298	14.3%
`education.start_date`	256,099,272	256099272	10.4%
`education.summary`	50,488,640	50488640	2.1%	T
`emails`	700,952,968	700952968	28.5%
`emails.address`	700,952,968	700952968	28.5%
`emails.first_seen`	700,952,968	700952968	28.5%	T
`emails.last_seen`	700,952,968	700952968	28.5%	T
`emails.num_sources`	700,952,968	700952968	28.5%	T
`emails.type`	618,636,357	618636357	25.1%
`experience`	905,354,011	905354011	36.8%
`experience.company`	863,280,290	863280290	35.1%
`experience.company.facebook_url`	356,959,899	356959899	14.5%
`experience.company.founded`	444,333,399	444333399	18.0%
`experience.company.id`	571,234,803	571234803	23.2%
`experience.company.industry`	545,333,922	545333922	22.1%
`experience.company.linkedin_id`	571,234,803	571234803	23.2%
`experience.company.linkedin_url`	571,234,803	571234803	23.2%
`experience.company.location`	547,564,206	547564206	22.2%
`experience.company.location.address_line_2`	47,025,428	47025428	1.9%
`experience.company.location.continent`	546,266,554	546266554	22.2%
`experience.company.location.country`	547,560,251	547560251	22.2%
`experience.company.location.geo`	450,412,808	450412808	18.3%
`experience.company.location.locality`	450,026,543	450026543	18.3%
`experience.company.location.metro`	250,598,879	250598879	10.2%
`experience.company.location.name`	547,564,206	547564206	22.2%
`experience.company.location.postal_code`	268,598,634	268598634	10.9%
`experience.company.location.region`	489,178,990	489178990	19.9%
`experience.company.location.street_address`	282,855,805	282855805	11.5%
`experience.company.name`	863,280,290	863280290	35.1%
`experience.company.raw`	827,291,247	827291247	33.6%	T
`experience.company.size`	571,234,803	571234803	23.2%
`experience.company.ticker`	127,397,215	127397215	5.2%	T
`experience.company.twitter_url`	354,619,156	354619156	14.4%
`experience.company.type`	571,234,803	571234803	23.2%	T
`experience.company.website`	528,839,517	528839517	21.5%
`experience.end_date`	251,384,215	251384215	10.2%
`experience.first_seen`	905,354,011	905354011	36.8%	T
`experience.is_primary`	905,354,011	905354011	36.8%
`experience.last_seen`	905,354,011	905354011	36.8%	T
`experience.location_names`	277,944,819	277944819	11.3%
`experience.num_sources`	905,354,011	905354011	36.8%	T
`experience.start_date`	409,688,884	409688884	16.6%
`experience.summary`	152,178,902	152178902	6.2%	T
`experience.title`	761,202,206	761202206	30.9%
`experience.title.levels`	254,724,156	254724156	10.3%
`experience.title.name`	761,202,206	761202206	30.9%
`experience.title.raw`	761,202,206	761202206	30.9%	T
`experience.title.role`	312,541,327	312541327	12.7%
`experience.title.sub_role`	210,084,574	210084574	8.5%
`facebook_friends`	39,758,319	39758319	1.6%	T
`facebook_id`	1,008,874,710	1008874710	41.0%
`facebook_url`	719,267,862	719267862	29.2%
`facebook_username`	719,267,862	719267862	29.2%
`first_name`	2,462,569,045	2462569045	100.0%
`first_seen`	2,462,569,045	2462569045	100.0%	T
`full_name`	2,462,569,045	2462569045	100.0%
`github_url`	3,656,372	3656372	0.1%
`github_username`	3,656,372	3656372	0.1%
`id`	2,462,569,045	2462569045	100.0%
`industry`	409,301,580	409301580	16.6%
`inferred_salary`	267,284,436	267284436	10.9%	T
`inferred_years_experience`	409,808,124	409808124	16.6%	T
`interests`	101,091,076	101091076	4.1%
`job_company_12mo_employee_growth_rate`	315,528,712	315528712	12.8%
`job_company_employee_count`	319,842,706	319842706	13.0%
`job_company_facebook_url`	161,743,539	161743539	6.6%
`job_company_founded`	230,531,106	230531106	9.4%
`job_company_id`	319,869,842	319869842	13.0%
`job_company_industry`	296,512,836	296512836	12.0%
`job_company_inferred_revenue`	319,842,706	319842706	13.0%
`job_company_linkedin_id`	319,869,842	319869842	13.0%
`job_company_linkedin_url`	319,869,842	319869842	13.0%
`job_company_location_address_line_2`	14,271,609	14271609	0.6%
`job_company_location_continent`	300,425,988	300425988	12.2%
`job_company_location_country`	301,299,397	301299397	12.2%
`job_company_location_geo`	221,672,300	221672300	9.0%
`job_company_location_locality`	222,103,302	222103302	9.0%
`job_company_location_metro`	98,072,140	98072140	4.0%
`job_company_location_name`	301,305,632	301305632	12.2%
`job_company_location_postal_code`	107,282,532	107282532	4.4%
`job_company_location_region`	252,511,492	252511492	10.3%
`job_company_location_street_address`	114,389,940	114389940	4.6%
`job_company_name`	493,101,896	493101896	20.0%
`job_company_size`	319,869,842	319869842	13.0%
`job_company_ticker`	49,122,549	49122549	2.0%	T
`job_company_total_funding_raised`	60,160,476	60160476	2.4%
`job_company_twitter_url`	160,538,371	160538371	6.5%
`job_company_type`	319,869,842	319869842	13.0%	T
`job_company_website`	284,146,562	284146562	11.5%
`job_history`	908,014,620	908014620	36.9%	T
`job_history.company_id`	583,234,145	583234145	23.7%	T
`job_history.company_name`	866,290,734	866290734	35.2%	T
`job_history.first_seen`	908,014,620	908014620	36.9%	T
`job_history.last_seen`	908,014,620	908014620	36.9%	T
`job_history.num_sources`	908,014,620	908014620	36.9%	T
`job_history.title`	763,887,389	763887389	31.0%	T
`job_last_changed`	523,481,994	523481994	21.3%	T
`job_last_verified`	523,481,994	523481994	21.3%	T
`job_onet_broad_occupation`	234,048,386	234048386	9.5%	T
`job_onet_code`	234,048,386	234048386	9.5%	T
`job_onet_major_group`	234,048,386	234048386	9.5%	T
`job_onet_minor_group`	234,048,386	234048386	9.5%	T
`job_onet_specific_occupation`	234,048,386	234048386	9.5%	T
`job_onet_specific_occupation_detail`	92,145,680	92145680	3.7%	T
`job_start_date`	325,029,013	325029013	13.2%
`job_summary`	63,558,577	63558577	2.6%	T
`job_title`	506,787,414	506787414	20.6%
`job_title_levels`	126,591,910	126591910	5.1%
`job_title_role`	165,147,100	165147100	6.7%
`job_title_sub_role`	96,221,893	96221893	3.9%
`languages`	293,604,766	293604766	11.9%	T
`languages.name`	293,604,766	293604766	11.9%	T
`languages.proficiency`	21,357,395	21357395	0.9%	T
`last_initial`	2,462,569,045	2462569045	100.0%
`last_name`	2,450,775,987	2450775987	99.5%
`linkedin_connections`	505,883,857	505883857	20.5%	T
`linkedin_id`	514,476,249	514476249	20.9%
`linkedin_url`	697,964,097	697964097	28.3%
`linkedin_username`	697,964,097	697964097	28.3%
`location_address_line_2`	80,005,563	80005563	3.2%
`location_continent`	1,717,920,302	1717920302	69.8%
`location_country`	1,711,030,842	1711030842	69.5%
`location_geo`	1,241,073,940	1241073940	50.4%
`location_last_updated`	1,090,046,296	1090046296	44.3%
`location_locality`	1,281,812,214	1281812214	52.1%
`location_metro`	602,722,135	602722135	24.5%
`location_name`	1,711,052,237	1711052237	69.5%
`location_names`	1,378,361,926	1378361926	56.0%
`location_postal_code`	499,217,233	499217233	20.3%
`location_region`	1,431,038,048	1431038048	58.1%
`location_street_address`	483,375,077	483375077	19.6%
`middle_initial`	624,956,377	624956377	25.4%
`middle_name`	409,415,260	409415260	16.6%
`mobile_phone`	519,760,807	519760807	21.1%
`name_aliases`	127,875,935	127875935	5.2%	T
`num_records`	2,462,569,045	2462569045	100.0%	T
`num_sources`	2,462,569,045	2462569045	100.0%	T
`personal_emails`	451,356,683	451356683	18.3%
`phone_numbers`	929,779,520	929779520	37.8%
`phones`	929,779,520	929779520	37.8%	T
`phones.first_seen`	929,779,520	929779520	37.8%	T
`phones.last_seen`	929,779,520	929779520	37.8%	T
`phones.num_sources`	929,779,520	929779520	37.8%	T
`phones.number`	929,779,520	929779520	37.8%	T
`possible_birth_dates`	183,744,422	183744422	7.5%	T
`possible_emails`	122,125,871	122125871	5.0%	T
`possible_emails.address`	122,125,871	122125871	5.0%	T
`possible_emails.first_seen`	122,125,871	122125871	5.0%	T
`possible_emails.last_seen`	122,125,871	122125871	5.0%	T
`possible_emails.num_sources`	122,125,871	122125871	5.0%	T
`possible_emails.type`	102,666,249	102666249	4.2%	T
`possible_location_names`	905,134,915	905134915	36.8%	T
`possible_phones`	54,302,271	54302271	2.2%	T
`possible_phones.first_seen`	54,302,271	54302271	2.2%	T
`possible_phones.last_seen`	54,302,271	54302271	2.2%	T
`possible_phones.num_sources`	54,302,271	54302271	2.2%	T
`possible_phones.number`	54,302,271	54302271	2.2%	T
`possible_profiles`	71,167,203	71167203	2.9%	T
`possible_profiles.first_seen`	71,167,203	71167203	2.9%	T
`possible_profiles.id`	59,660,909	59660909	2.4%	T
`possible_profiles.last_seen`	71,167,203	71167203	2.9%	T
`possible_profiles.network`	71,167,203	71167203	2.9%	T
`possible_profiles.num_sources`	71,167,203	71167203	2.9%	T
`possible_profiles.url`	71,167,203	71167203	2.9%	T
`possible_profiles.username`	52,600,996	52600996	2.1%	T
`possible_street_addresses`	51,547,648	51547648	2.1%	T
`possible_street_addresses.address_line_2`	9,960,256	9960256	0.4%	T
`possible_street_addresses.continent`	51,547,648	51547648	2.1%	T
`possible_street_addresses.country`	51,547,648	51547648	2.1%	T
`possible_street_addresses.first_seen`	51,547,648	51547648	2.1%	T
`possible_street_addresses.geo`	51,284,639	51284639	2.1%	T
`possible_street_addresses.last_seen`	51,547,648	51547648	2.1%	T
`possible_street_addresses.locality`	51,547,648	51547648	2.1%	T
`possible_street_addresses.metro`	44,054,987	44054987	1.8%	T
`possible_street_addresses.name`	51,547,648	51547648	2.1%	T
`possible_street_addresses.num_sources`	51,547,648	51547648	2.1%	T
`possible_street_addresses.postal_code`	51,128,354	51128354	2.1%	T
`possible_street_addresses.region`	51,547,648	51547648	2.1%	T
`possible_street_addresses.street_address`	51,547,648	51547648	2.1%	T
`profiles`	1,802,218,667	1802218667	73.2%
`profiles.first_seen`	1,802,218,667	1802218667	73.2%	T
`profiles.id`	1,509,396,564	1509396564	61.3%
`profiles.last_seen`	1,802,218,667	1802218667	73.2%	T
`profiles.network`	1,802,218,667	1802218667	73.2%
`profiles.num_sources`	1,802,218,667	1802218667	73.2%	T
`profiles.url`	1,802,218,667	1802218667	73.2%
`profiles.username`	1,494,027,067	1494027067	60.7%
`recommended_personal_email`	451,282,442	451282442	18.3%
`regions`	1,498,677,835	1498677835	60.9%
`sex`	1,759,889,600	1759889600	71.5%
`skills`	159,459,407	159459407	6.5%
`street_addresses`	495,685,661	495685661	20.1%
`street_addresses.address_line_2`	176,597,052	176597052	7.2%
`street_addresses.continent`	495,685,661	495685661	20.1%
`street_addresses.country`	495,685,661	495685661	20.1%
`street_addresses.first_seen`	495,685,661	495685661	20.1%	T
`street_addresses.geo`	493,018,197	493018197	20.0%
`street_addresses.last_seen`	495,685,661	495685661	20.1%	T
`street_addresses.locality`	495,685,661	495685661	20.1%
`street_addresses.metro`	433,397,364	433397364	17.6%
`street_addresses.name`	495,685,661	495685661	20.1%
`street_addresses.num_sources`	495,685,661	495685661	20.1%	T
`street_addresses.postal_code`	494,453,405	494453405	20.1%
`street_addresses.region`	495,685,661	495685661	20.1%
`street_addresses.street_address`	495,685,661	495685661	20.1%
`summary`	133,404,457	133404457	5.4%	T
`twitter_url`	56,626,340	56626340	2.3%
`twitter_username`	56,626,340	56626340	2.3%
`work_email`	89,421,958	89421958	3.6%

Stats shown are accurate as of data version 28.1