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`	2,461,673,018	2461673018	100.0%
`birth_date`	184,734,201	184734201	7.5%
`birth_year`	377,779,738	377779738	15.3%
`certifications`	57,654,841	57654841	2.3%
`certifications.end_date`	44,175,001	44175001	1.8%
`certifications.name`	57,654,841	57654841	2.3%
`certifications.organization`	56,404,667	56404667	2.3%
`certifications.start_date`	47,535,016	47535016	1.9%
`countries`	1,735,195,579	1735195579	70.5%
`education`	562,028,081	562028081	22.8%
`education.degrees`	173,357,232	173357232	7.0%
`education.end_date`	279,542,714	279542714	11.4%
`education.gpa`	10,568,798	10568798	0.4%
`education.majors`	222,520,935	222520935	9.0%
`education.minors`	1,622,204	1622204	0.1%
`education.raw`	314,209,060	314209060	12.8%
`education.school`	546,259,108	546259108	22.2%
`education.school.domain`	357,742,886	357742886	14.5%
`education.school.facebook_url`	258,935,829	258935829	10.5%
`education.school.id`	368,829,056	368829056	15.0%
`education.school.linkedin_id`	302,109,783	302109783	12.3%
`education.school.linkedin_url`	361,231,754	361231754	14.7%
`education.school.location`	350,463,180	350463180	14.2%
`education.school.location.continent`	350,463,180	350463180	14.2%
`education.school.location.country`	350,445,659	350445659	14.2%
`education.school.location.locality`	245,448,315	245448315	10.0%
`education.school.location.name`	350,463,180	350463180	14.2%
`education.school.location.region`	292,904,289	292904289	11.9%
`education.school.name`	546,244,522	546244522	22.2%
`education.school.raw`	544,449,970	544449970	22.1%
`education.school.twitter_url`	244,836,559	244836559	9.9%
`education.school.type`	502,403,792	502403792	20.4%
`education.school.website`	357,742,886	357742886	14.5%
`education.start_date`	264,466,602	264466602	10.7%
`education.summary`	59,249,234	59249234	2.4%
`emails`	687,331,351	687331351	27.9%
`emails.address`	687,331,351	687331351	27.9%
`emails.first_seen`	687,331,351	687331351	27.9%
`emails.last_seen`	687,331,351	687331351	27.9%
`emails.num_sources`	687,331,351	687331351	27.9%
`emails.type`	612,092,884	612092884	24.9%
`experience`	916,113,689	916113689	37.2%
`experience.company`	874,065,247	874065247	35.5%
`experience.company.facebook_url`	366,893,805	366893805	14.9%
`experience.company.founded`	452,304,507	452304507	18.4%
`experience.company.id`	580,890,432	580890432	23.6%
`experience.company.industry`	554,010,632	554010632	22.5%
`experience.company.linkedin_id`	580,890,432	580890432	23.6%
`experience.company.linkedin_url`	580,890,432	580890432	23.6%
`experience.company.location`	556,844,455	556844455	22.6%
`experience.company.location.address_line_2`	50,998,573	50998573	2.1%
`experience.company.location.continent`	555,552,355	555552355	22.6%
`experience.company.location.country`	556,840,180	556840180	22.6%
`experience.company.location.geo`	463,566,713	463566713	18.8%
`experience.company.location.locality`	462,955,555	462955555	18.8%
`experience.company.location.metro`	256,362,962	256362962	10.4%
`experience.company.location.name`	556,844,455	556844455	22.6%
`experience.company.location.postal_code`	273,142,049	273142049	11.1%
`experience.company.location.region`	503,287,792	503287792	20.4%
`experience.company.location.street_address`	289,957,431	289957431	11.8%
`experience.company.name`	874,065,247	874065247	35.5%
`experience.company.raw`	838,131,136	838131136	34.0%
`experience.company.size`	580,890,432	580890432	23.6%
`experience.company.ticker`	129,738,111	129738111	5.3%
`experience.company.twitter_url`	362,941,821	362941821	14.7%
`experience.company.type`	580,890,432	580890432	23.6%
`experience.company.website`	537,959,372	537959372	21.9%
`experience.end_date`	259,554,277	259554277	10.5%
`experience.first_seen`	916,113,689	916113689	37.2%
`experience.is_primary`	916,113,689	916113689	37.2%
`experience.last_seen`	916,113,689	916113689	37.2%
`experience.location_names`	284,171,791	284171791	11.5%
`experience.num_sources`	916,113,689	916113689	37.2%
`experience.start_date`	417,758,507	417758507	17.0%
`experience.summary`	181,583,138	181583138	7.4%
`experience.title`	772,062,732	772062732	31.4%
`experience.title.class`	479,813,725	479813725	19.5%
`experience.title.levels`	259,284,016	259284016	10.5%
`experience.title.name`	772,062,732	772062732	31.4%
`experience.title.role`	479,813,726	479813726	19.5%
`experience.title.raw`	772,062,732	772062732	31.4%
`experience.title.sub_role`	415,772,471	415772471	16.9%
`facebook_friends`	39,676,450	39676450	1.6%
`facebook_id`	1,008,471,026	1008471026	41.0%
`facebook_url`	718,890,133	718890133	29.2%
`facebook_username`	718,890,133	718890133	29.2%
`first_name`	2,461,673,018	2461673018	100.0%
`first_seen`	2,461,673,018	2461673018	100.0%
`full_name`	2,461,673,018	2461673018	100.0%
`github_url`	3,639,078	3639078	0.1%
`github_username`	3,639,078	3639078	0.1%
`headline`	61,927,977	61927977	2.5%
`id`	2,461,673,018	2461673018	100.0%
`industry`	410,284,945	410284945	16.7%
`inferred_salary`	270,352,167	270352167	11.0%
`inferred_years_experience`	416,041,478	416041478	16.9%
`interests`	100,651,054	100651054	4.1%
`job_company_12mo_employee_growth_rate`	313,316,806	313316806	12.7%
`job_company_employee_count`	321,379,066	321379066	13.1%
`job_company_facebook_url`	165,140,152	165140152	6.7%
`job_company_founded`	232,764,718	232764718	9.5%
`job_company_id`	324,521,491	324521491	13.2%
`job_company_industry`	299,674,530	299674530	12.2%
`job_company_inferred_revenue`	321,379,066	321379066	13.1%
`job_company_linkedin_id`	324,521,491	324521491	13.2%
`job_company_linkedin_url`	324,521,491	324521491	13.2%
`job_company_location_address_line_2`	15,563,122	15563122	0.6%
`job_company_location_continent`	304,492,447	304492447	12.4%
`job_company_location_country`	305,366,716	305366716	12.4%
`job_company_location_geo`	227,752,236	227752236	9.3%
`job_company_location_locality`	228,218,709	228218709	9.3%
`job_company_location_metro`	100,451,506	100451506	4.1%
`job_company_location_name`	305,373,333	305373333	12.4%
`job_company_location_postal_code`	108,989,402	108989402	4.4%
`job_company_location_region`	259,712,760	259712760	10.6%
`job_company_location_street_address`	117,038,036	117038036	4.8%
`job_company_name`	499,671,408	499671408	20.3%
`job_company_size`	324,521,491	324521491	13.2%
`job_company_ticker`	49,413,918	49413918	2.0%
`job_company_total_funding_raised`	63,298,433	63298433	2.6%
`job_company_twitter_url`	162,517,460	162517460	6.6%
`job_company_type`	324,521,491	324521491	13.2%
`job_company_website`	287,976,784	287976784	11.7%
`job_history`	916,197,541	916197541	37.2%
`job_history.company_id`	590,039,105	590039105	24.0%
`job_history.company_name`	874,480,735	874480735	35.5%
`job_history.first_seen`	916,197,541	916197541	37.2%
`job_history.last_seen`	916,197,541	916197541	37.2%
`job_history.num_sources`	916,197,541	916197541	37.2%
`job_history.title`	772,170,005	772170005	31.4%
`job_last_changed`	530,022,895	530022895	21.5%
`job_last_verified`	530,022,895	530022895	21.5%
`job_onet_broad_occupation`	236,742,334	236742334	9.6%
`job_onet_code`	236,742,334	236742334	9.6%
`job_onet_major_group`	236,742,334	236742334	9.6%
`job_onet_minor_group`	236,742,334	236742334	9.6%
`job_onet_specific_occupation`	236,742,334	236742334	9.6%
`job_onet_specific_occupation_detail`	93,266,849	93266849	3.8%
`job_start_date`	328,288,909	328288909	13.3%
`job_summary`	77,494,579	77494579	3.1%
`job_title`	513,349,007	513349007	20.9%
`job_title_class`	270,339,696	270339696	11.0%
`job_title_levels`	127,856,423	127856423	5.2%
`job_title_role`	270,339,697	270339697	11.0%
`job_title_sub_role`	220,008,517	220008517	8.9%
`languages`	293,517,981	293517981	11.9%
`languages.name`	293,517,981	293517981	11.9%
`languages.proficiency`	21,597,867	21597867	0.9%
`last_initial`	2,461,673,018	2461673018	100.0%
`last_name`	2,449,957,394	2449957394	99.5%
`linkedin_connections`	501,550,452	501550452	20.4%
`linkedin_id`	499,951,321	499951321	20.3%
`linkedin_url`	709,442,222	709442222	28.8%
`linkedin_username`	709,442,222	709442222	28.8%
`location_address_line_2`	68,092,655	68092655	2.8%
`location_continent`	1,724,759,741	1724759741	70.1%
`location_country`	1,717,872,237	1717872237	69.8%
`location_geo`	1,243,849,892	1243849892	50.5%
`location_last_updated`	1,101,574,722	1101574722	44.7%
`location_locality`	1,284,038,677	1284038677	52.2%
`location_metro`	597,648,655	597648655	24.3%
`location_name`	1,717,893,896	1717893896	69.8%
`location_names`	1,381,152,010	1381152010	56.1%
`location_postal_code`	496,527,698	496527698	20.2%
`location_region`	1,436,044,568	1436044568	58.3%
`location_street_address`	480,716,532	480716532	19.5%
`middle_initial`	625,857,503	625857503	25.4%
`middle_name`	411,288,015	411288015	16.7%
`mobile_phone`	514,595,999	514595999	20.9%
`name_aliases`	129,251,543	129251543	5.3%
`num_records`	2,461,673,018	2461673018	100.0%
`num_sources`	2,461,673,018	2461673018	100.0%
`personal_emails`	445,111,994	445111994	18.1%
`phone_numbers`	927,019,490	927019490	37.7%
`phones`	927,019,490	927019490	37.7%
`phones.first_seen`	927,019,490	927019490	37.7%
`phones.last_seen`	927,019,490	927019490	37.7%
`phones.num_sources`	927,019,490	927019490	37.7%
`phones.number`	927,019,490	927019490	37.7%
`possible_birth_dates`	182,937,257	182937257	7.4%
`possible_emails`	121,488,922	121488922	4.9%
`possible_emails.address`	121,488,922	121488922	4.9%
`possible_emails.first_seen`	121,488,922	121488922	4.9%
`possible_emails.last_seen`	121,488,922	121488922	4.9%
`possible_emails.num_sources`	121,488,922	121488922	4.9%
`possible_emails.type`	102,090,807	102090807	4.1%
`possible_location_names`	908,343,163	908343163	36.9%
`possible_phones`	54,019,381	54019381	2.2%
`possible_phones.first_seen`	54,019,381	54019381	2.2%
`possible_phones.last_seen`	54,019,381	54019381	2.2%
`possible_phones.num_sources`	54,019,381	54019381	2.2%
`possible_phones.number`	54,019,381	54019381	2.2%
`possible_profiles`	70,907,589	70907589	2.9%
`possible_profiles.first_seen`	70,907,589	70907589	2.9%
`possible_profiles.id`	49,250,148	49250148	2.0%
`possible_profiles.last_seen`	70,907,589	70907589	2.9%
`possible_profiles.network`	70,907,589	70907589	2.9%
`possible_profiles.num_sources`	70,907,589	70907589	2.9%
`possible_profiles.url`	70,907,589	70907589	2.9%
`possible_profiles.username`	52,345,447	52345447	2.1%
`possible_street_addresses`	51,340,822	51340822	2.1%
`possible_street_addresses.address_line_2`	9,916,605	9916605	0.4%
`possible_street_addresses.continent`	51,340,822	51340822	2.1%
`possible_street_addresses.country`	51,340,822	51340822	2.1%
`possible_street_addresses.first_seen`	51,340,822	51340822	2.1%
`possible_street_addresses.geo`	51,079,107	51079107	2.1%
`possible_street_addresses.last_seen`	51,340,822	51340822	2.1%
`possible_street_addresses.locality`	51,340,822	51340822	2.1%
`possible_street_addresses.metro`	43,870,274	43870274	1.8%
`possible_street_addresses.name`	51,340,822	51340822	2.1%
`possible_street_addresses.num_sources`	51,340,822	51340822	2.1%
`possible_street_addresses.postal_code`	50,923,517	50923517	2.1%
`possible_street_addresses.region`	51,340,822	51340822	2.1%
`possible_street_addresses.street_address`	51,340,822	51340822	2.1%
`profiles`	1,814,275,479	1814275479	73.7%
`profiles.first_seen`	1,814,275,479	1814275479	73.7%
`profiles.id`	1,496,683,440	1496683440	60.8%
`profiles.last_seen`	1,814,275,479	1814275479	73.7%
`profiles.network`	1,814,275,479	1814275479	73.7%
`profiles.num_sources`	1,814,275,479	1814275479	73.7%
`profiles.url`	1,814,275,479	1814275479	73.7%
`profiles.username`	1,506,112,534	1506112534	61.2%
`recommended_personal_email`	445,042,277	445042277	18.1%
`regions`	1,503,962,985	1503962985	61.1%
`sex`	1,757,302,018	1757302018	71.4%
`skills`	162,822,927	162822927	6.6%
`street_addresses`	493,601,072	493601072	20.1%
`street_addresses.address_line_2`	175,626,154	175626154	7.1%
`street_addresses.continent`	493,601,072	493601072	20.1%
`street_addresses.country`	493,601,072	493601072	20.1%
`street_addresses.first_seen`	493,601,072	493601072	20.1%
`street_addresses.geo`	490,945,333	490945333	19.9%
`street_addresses.last_seen`	493,601,072	493601072	20.1%
`street_addresses.locality`	493,601,072	493601072	20.1%
`street_addresses.metro`	431,454,096	431454096	17.5%
`street_addresses.name`	493,601,072	493601072	20.1%
`street_addresses.num_sources`	493,601,072	493601072	20.1%
`street_addresses.postal_code`	492,374,959	492374959	20.0%
`street_addresses.region`	493,601,072	493601072	20.1%
`street_addresses.street_address`	493,601,072	493601072	20.1%
`summary`	161,241,500	161241500	6.6%
`twitter_url`	56,608,824	56608824	2.3%
`twitter_username`	56,608,824	56608824	2.3%
`work_email`	87,908,047	87908047	3.6%

Stats shown are accurate as of data version 29.1