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`	2,473,230,065	2473230065	100.0%
`birth_date`	184,516,900	184516900	7.5%
`birth_year`	375,705,409	375705409	15.2%
`certifications`	58,958,921	58958921	2.4%
`certifications.end_date`	45,610,509	45610509	1.8%
`certifications.name`	58,958,921	58958921	2.4%
`certifications.organization`	57,741,457	57741457	2.3%
`certifications.start_date`	48,779,129	48779129	2.0%
`countries`	1,747,324,837	1747324837	70.6%
`education`	567,181,497	567181497	22.9%
`education.degrees`	175,390,199	175390199	7.1%
`education.end_date`	284,641,668	284641668	11.5%
`education.gpa`	10,837,765	10837765	0.4%
`education.majors`	226,244,657	226244657	9.1%
`education.minors`	1,630,204	1630204	0.1%
`education.raw`	318,575,944	318575944	12.9%
`education.school`	551,179,529	551179529	22.3%
`education.school.domain`	362,526,131	362526131	14.7%
`education.school.facebook_url`	263,318,807	263318807	10.6%
`education.school.id`	374,056,335	374056335	15.1%
`education.school.linkedin_id`	306,575,315	306575315	12.4%
`education.school.linkedin_url`	366,481,114	366481114	14.8%
`education.school.location`	360,142,322	360142322	14.6%
`education.school.location.continent`	360,142,322	360142322	14.6%
`education.school.location.country`	359,570,822	359570822	14.5%
`education.school.location.locality`	283,098,192	283098192	11.4%
`education.school.location.name`	360,142,322	360142322	14.6%
`education.school.location.region`	308,691,112	308691112	12.5%
`education.school.name`	551,164,196	551164196	22.3%
`education.school.raw`	549,256,080	549256080	22.2%
`education.school.twitter_url`	249,036,475	249036475	10.1%
`education.school.type`	507,065,664	507065664	20.5%
`education.school.website`	362,526,131	362526131	14.7%
`education.start_date`	270,165,011	270165011	10.9%
`education.summary`	60,769,526	60769526	2.5%
`emails`	685,747,622	685747622	27.7%
`emails.address`	685,747,622	685747622	27.7%
`emails.first_seen`	685,747,622	685747622	27.7%
`emails.last_seen`	685,747,622	685747622	27.7%
`emails.num_sources`	685,747,622	685747622	27.7%
`emails.type`	610,829,466	610829466	24.7%
`experience`	924,800,172	924800172	37.4%
`experience.company`	882,672,470	882672470	35.7%
`experience.company.facebook_url`	370,039,863	370039863	15.0%
`experience.company.founded`	458,298,182	458298182	18.5%
`experience.company.id`	587,279,476	587279476	23.7%
`experience.company.industry`	566,771,486	566771486	22.9%
`experience.company.linkedin_id`	587,279,476	587279476	23.7%
`experience.company.linkedin_url`	587,279,476	587279476	23.7%
`experience.company.location`	563,185,428	563185428	22.8%
`experience.company.location.address_line_2`	89,410,677	89410677	3.6%
`experience.company.location.continent`	561,886,934	561886934	22.7%
`experience.company.location.country`	563,172,107	563172107	22.8%
`experience.company.location.geo`	500,144,616	500144616	20.2%
`experience.company.location.locality`	511,464,844	511464844	20.7%
`experience.company.location.metro`	250,933,475	250933475	10.1%
`experience.company.location.name`	563,185,428	563185428	22.8%
`experience.company.location.postal_code`	403,109,107	403109107	16.3%
`experience.company.location.region`	534,889,054	534889054	21.6%
`experience.company.location.street_address`	457,036,112	457036112	18.5%
`experience.company.name`	882,672,470	882672470	35.7%
`experience.company.raw`	846,677,351	846677351	34.2%
`experience.company.size`	587,279,476	587279476	23.7%
`experience.company.ticker`	130,811,583	130811583	5.3%
`experience.company.twitter_url`	365,799,816	365799816	14.8%
`experience.company.type`	587,279,476	587279476	23.7%
`experience.company.website`	543,913,648	543913648	22.0%
`experience.end_date`	262,688,700	262688700	10.6%
`experience.first_seen`	924,800,172	924800172	37.4%
`experience.is_primary`	924,800,172	924800172	37.4%
`experience.last_seen`	924,800,172	924800172	37.4%
`experience.location_names`	329,369,826	329369826	13.3%
`experience.num_sources`	924,800,172	924800172	37.4%
`experience.start_date`	421,930,334	421930334	17.1%
`experience.summary`	171,926,934	171926934	7.0%
`experience.title`	780,758,246	780758246	31.6%
`experience.title.levels`	261,257,601	261257601	10.6%
`experience.title.name`	780,758,246	780758246	31.6%
`experience.title.raw`	780,758,246	780758246	31.6%
`experience.title.class`	484,509,279	484509279	19.6%
`experience.title.role`	484,509,280	484509280	19.6%
`experience.title.sub_role`	419,678,122	419678122	17.0%
`facebook_friends`	39,664,710	39664710	1.6%
`facebook_id`	1,008,411,433	1008411433	40.8%
`facebook_url`	718,836,017	718836017	29.1%
`facebook_username`	718,836,017	718836017	29.1%
`first_name`	2,473,230,065	2473230065	100.0%
`first_seen`	2,473,230,065	2473230065	100.0%
`full_name`	2,473,230,065	2473230065	100.0%
`github_url`	3,637,580	3637580	0.1%
`github_username`	3,637,580	3637580	0.1%
`headline`	74,708,280	74708280	3.0%
`id`	2,473,230,065	2473230065	100.0%
`industry`	410,678,906	410678906	16.6%
`inferred_salary`	273,239,568	273239568	11.0%
`inferred_years_experience`	420,078,137	420078137	17.0%
`interests`	100,649,929	100649929	4.1%
`job_company_12mo_employee_growth_rate`	324,605,691	324605691	13.1%
`job_company_employee_count`	328,932,093	328932093	13.3%
`job_company_facebook_url`	167,011,681	167011681	6.8%
`job_company_founded`	238,022,152	238022152	9.6%
`job_company_id`	328,960,764	328960764	13.3%
`job_company_industry`	315,438,393	315438393	12.8%
`job_company_inferred_revenue`	328,932,093	328932093	13.3%
`job_company_linkedin_id`	328,960,764	328960764	13.3%
`job_company_linkedin_url`	328,960,764	328960764	13.3%
`job_company_location_address_line_2`	29,953,725	29953725	1.2%
`job_company_location_continent`	308,957,950	308957950	12.5%
`job_company_location_country`	309,831,422	309831422	12.5%
`job_company_location_geo`	260,231,341	260231341	10.5%
`job_company_location_locality`	269,328,267	269328267	10.9%
`job_company_location_metro`	97,532,336	97532336	3.9%
`job_company_location_name`	309,845,651	309845651	12.5%
`job_company_location_postal_code`	186,999,932	186999932	7.6%
`job_company_location_region`	289,994,683	289994683	11.7%
`job_company_location_street_address`	227,483,284	227483284	9.2%
`job_company_name`	506,831,320	506831320	20.5%
`job_company_size`	328,960,764	328960764	13.3%
`job_company_ticker`	49,972,165	49972165	2.0%
`job_company_total_funding_raised`	64,395,133	64395133	2.6%
`job_company_twitter_url`	164,198,341	164198341	6.6%
`job_company_type`	328,960,764	328960764	13.3%
`job_company_website`	292,300,977	292300977	11.8%
`job_history`	924,885,677	924885677	37.4%
`job_history.company_id`	596,442,666	596442666	24.1%
`job_history.company_name`	883,090,924	883090924	35.7%
`job_history.first_seen`	924,885,677	924885677	37.4%
`job_history.last_seen`	924,885,677	924885677	37.4%
`job_history.num_sources`	924,885,677	924885677	37.4%
`job_history.title`	780,867,301	780867301	31.6%
`job_last_changed`	537,332,296	537332296	21.7%
`job_last_verified`	537,332,296	537332296	21.7%
`job_onet_broad_occupation`	239,606,955	239606955	9.7%
`job_onet_code`	239,606,955	239606955	9.7%
`job_onet_major_group`	239,606,955	239606955	9.7%
`job_onet_minor_group`	239,606,955	239606955	9.7%
`job_onet_specific_occupation`	239,606,955	239606955	9.7%
`job_onet_specific_occupation_detail`	94,421,996	94421996	3.8%
`job_start_date`	330,975,232	330975232	13.4%
`job_summary`	69,105,278	69105278	2.8%
`job_title`	520,661,680	520661680	21.1%
`job_title_levels`	128,939,961	128939961	5.2%
`job_title_class`	273,538,738	273538738	11.1%
`job_title_role`	273,538,739	273538739	11.1%
`job_title_sub_role`	222,459,989	222459989	9.0%
`languages`	294,157,763	294157763	11.9%
`languages.name`	294,157,763	294157763	11.9%
`languages.proficiency`	22,039,059	22039059	0.9%
`last_initial`	2,473,230,065	2473230065	100.0%
`last_name`	2,461,314,175	2461314175	99.5%
`linkedin_connections`	500,241,843	500241843	20.2%
`linkedin_id`	499,924,757	499924757	20.2%
`linkedin_url`	722,038,328	722038328	29.2%
`linkedin_username`	722,038,328	722038328	29.2%
`location_address_line_2`	71,412,168	71412168	2.9%
`location_continent`	1,737,051,969	1737051969	70.2%
`location_country`	1,729,770,286	1729770286	69.9%
`location_geo`	1,312,028,553	1312028553	53.0%
`location_last_updated`	1,114,986,600	1114986600	45.1%
`location_locality`	1,337,713,215	1337713215	54.1%
`location_metro`	594,053,354	594053354	24.0%
`location_name`	1,729,799,002	1729799002	69.9%
`location_names`	1,428,387,286	1428387286	57.8%
`location_postal_code`	502,041,807	502041807	20.3%
`location_region`	1,472,941,920	1472941920	59.6%
`location_street_address`	487,779,278	487779278	19.7%
`middle_initial`	627,539,009	627539009	25.4%
`middle_name`	413,892,744	413892744	16.7%
`mobile_phone`	514,258,153	514258153	20.8%
`name_aliases`	129,435,088	129435088	5.2%
`num_records`	2,473,230,065	2473230065	100.0%
`num_sources`	2,473,230,065	2473230065	100.0%
`personal_emails`	444,566,339	444566339	18.0%
`phone_numbers`	925,330,566	925330566	37.4%
`phones`	925,330,566	925330566	37.4%
`phones.first_seen`	925,330,566	925330566	37.4%
`phones.last_seen`	925,330,566	925330566	37.4%
`phones.num_sources`	925,330,566	925330566	37.4%
`phones.number`	925,330,566	925330566	37.4%
`possible_birth_dates`	182,434,770	182434770	7.4%
`possible_emails`	121,369,816	121369816	4.9%
`possible_emails.address`	121,369,816	121369816	4.9%
`possible_emails.first_seen`	121,369,816	121369816	4.9%
`possible_emails.last_seen`	121,369,816	121369816	4.9%
`possible_emails.num_sources`	121,369,816	121369816	4.9%
`possible_emails.type`	102,020,790	102020790	4.1%
`possible_location_names`	932,349,481	932349481	37.7%
`possible_phones`	53,990,753	53990753	2.2%
`possible_phones.first_seen`	53,990,753	53990753	2.2%
`possible_phones.last_seen`	53,990,753	53990753	2.2%
`possible_phones.num_sources`	53,990,753	53990753	2.2%
`possible_phones.number`	53,990,753	53990753	2.2%
`possible_profiles`	70,859,757	70859757	2.9%
`possible_profiles.first_seen`	70,859,757	70859757	2.9%
`possible_profiles.id`	49,222,498	49222498	2.0%
`possible_profiles.last_seen`	70,859,757	70859757	2.9%
`possible_profiles.network`	70,859,757	70859757	2.9%
`possible_profiles.num_sources`	70,859,757	70859757	2.9%
`possible_profiles.url`	70,859,757	70859757	2.9%
`possible_profiles.username`	52,298,150	52298150	2.1%
`possible_street_addresses`	49,667,986	49667986	2.0%
`possible_street_addresses.address_line_2`	9,890,907	9890907	0.4%
`possible_street_addresses.continent`	49,667,986	49667986	2.0%
`possible_street_addresses.country`	49,667,955	49667955	2.0%
`possible_street_addresses.first_seen`	49,667,986	49667986	2.0%
`possible_street_addresses.geo`	49,187,442	49187442	2.0%
`possible_street_addresses.last_seen`	49,667,986	49667986	2.0%
`possible_street_addresses.locality`	49,596,305	49596305	2.0%
`possible_street_addresses.metro`	42,235,097	42235097	1.7%
`possible_street_addresses.name`	49,667,986	49667986	2.0%
`possible_street_addresses.num_sources`	49,667,986	49667986	2.0%
`possible_street_addresses.postal_code`	49,391,263	49391263	2.0%
`possible_street_addresses.region`	49,666,912	49666912	2.0%
`possible_street_addresses.street_address`	49,667,986	49667986	2.0%
`profiles`	1,827,878,247	1827878247	73.9%
`profiles.first_seen`	1,827,878,247	1827878247	73.9%
`profiles.id`	1,497,557,016	1497557016	60.6%
`profiles.last_seen`	1,827,878,247	1827878247	73.9%
`profiles.network`	1,827,878,247	1827878247	73.9%
`profiles.num_sources`	1,827,878,247	1827878247	73.9%
`profiles.url`	1,827,878,247	1827878247	73.9%
`profiles.username`	1,519,720,385	1519720385	61.4%
`recommended_personal_email`	444,501,155	444501155	18.0%
`regions`	1,534,307,716	1534307716	62.0%
`sex`	1,764,272,586	1764272586	71.3%
`skills`	163,076,220	163076220	6.6%
`street_addresses`	499,174,093	499174093	20.2%
`street_addresses.address_line_2`	179,495,622	179495622	7.3%
`street_addresses.continent`	499,174,093	499174093	20.2%
`street_addresses.country`	499,174,077	499174077	20.2%
`street_addresses.first_seen`	499,174,093	499174093	20.2%
`street_addresses.geo`	493,707,983	493707983	20.0%
`street_addresses.last_seen`	499,174,093	499174093	20.2%
`street_addresses.locality`	496,756,443	496756443	20.1%
`street_addresses.metro`	432,077,983	432077983	17.5%
`street_addresses.name`	499,174,093	499174093	20.2%
`street_addresses.num_sources`	499,174,093	499174093	20.2%
`street_addresses.postal_code`	498,120,917	498120917	20.1%
`street_addresses.region`	499,130,891	499130891	20.2%
`street_addresses.street_address`	499,174,093	499174093	20.2%
`summary`	163,603,253	163603253	6.6%
`twitter_url`	56,619,287	56619287	2.3%
`twitter_username`	56,619,287	56619287	2.3%
`work_email`	85,906,022	85906022	3.5%

Stats shown are accurate as of data version 29.2