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`	2,444,219,062	2444219062	100.0%
`birth_date`	177,323,848	177323848	7.3%
`birth_year`	357,954,806	357954806	14.6%
`certifications`	62,457,622	62457622	2.6%
`certifications.end_date`	49,440,548	49440548	2.0%
`certifications.name`	62,457,622	62457622	2.6%
`certifications.organization`	61,324,795	61324795	2.5%
`certifications.start_date`	52,217,795	52217795	2.1%
`countries`	1,802,386,519	1802386519	73.7%
`education`	695,107,166	695107166	28.4%
`education.degrees`	182,080,212	182080212	7.4%
`education.end_date`	317,142,564	317142564	13.0%
`education.gpa`	11,530,791	11530791	0.5%
`education.majors`	235,326,710	235326710	9.6%
`education.minors`	1,685,586	1685586	0.1%
`education.raw`	353,376,811	353376811	14.5%
`education.school`	691,422,282	691422282	28.3%
`education.school.domain`	580,429,164	580429164	23.7%
`education.school.facebook_url`	370,975,755	370975755	15.2%
`education.school.id`	600,699,113	600699113	24.6%
`education.school.linkedin_id`	600,699,113	600699113	24.6%
`education.school.linkedin_url`	600,699,113	600699113	24.6%
`education.school.location`	559,270,444	559270444	22.9%
`education.school.location.continent`	559,270,444	559270444	22.9%
`education.school.location.country`	559,257,080	559257080	22.9%
`education.school.location.locality`	542,024,533	542024533	22.2%
`education.school.location.name`	559,270,444	559270444	22.9%
`education.school.location.region`	555,720,500	555720500	22.7%
`education.school.name`	691,390,951	691390951	28.3%
`education.school.raw`	691,422,282	691422282	28.3%
`education.school.twitter_url`	347,751,931	347751931	14.2%
`education.school.type`	669,894,658	669894658	27.4%
`education.school.website`	580,429,164	580429164	23.7%
`education.start_date`	301,533,740	301533740	12.3%
`education.summary`	66,806,565	66806565	2.7%
`emails`	639,720,715	639720715	26.2%
`emails.address`	639,720,715	639720715	26.2%
`emails.first_seen`	639,720,715	639720715	26.2%
`emails.last_seen`	639,720,715	639720715	26.2%
`emails.num_sources`	639,720,715	639720715	26.2%
`emails.type`	568,206,989	568206989	23.2%
`experience`	905,585,246	905585246	37.1%
`experience.company`	865,445,088	865445088	35.4%
`experience.company.facebook_url`	358,217,180	358217180	14.7%
`experience.company.founded`	442,752,510	442752510	18.1%
`experience.company.id`	567,156,516	567156516	23.2%
`experience.company.industry`	547,159,158	547159158	22.4%
`experience.company.linkedin_id`	567,156,516	567156516	23.2%
`experience.company.linkedin_url`	567,156,516	567156516	23.2%
`experience.company.location`	544,388,516	544388516	22.3%
`experience.company.location.address_line_2`	85,958,874	85958874	3.5%
`experience.company.location.continent`	543,158,311	543158311	22.2%
`experience.company.location.country`	544,385,656	544385656	22.3%
`experience.company.location.geo`	495,218,874	495218874	20.3%
`experience.company.location.locality`	503,829,668	503829668	20.6%
`experience.company.location.metro`	229,339,411	229339411	9.4%
`experience.company.location.name`	544,388,516	544388516	22.3%
`experience.company.location.postal_code`	464,765,823	464765823	19.0%
`experience.company.location.region`	516,494,264	516494264	21.1%
`experience.company.location.street_address`	421,673,990	421673990	17.3%
`experience.company.name`	865,445,088	865445088	35.4%
`experience.company.raw`	865,424,681	865424681	35.4%
`experience.company.size`	567,156,516	567156516	23.2%
`experience.company.ticker`	129,734,027	129734027	5.3%
`experience.company.twitter_url`	350,247,374	350247374	14.3%
`experience.company.type`	567,156,516	567156516	23.2%
`experience.company.website`	521,154,257	521154257	21.3%
`experience.end_date`	270,872,078	270872078	11.1%
`experience.first_seen`	905,585,246	905585246	37.1%
`experience.is_primary`	905,585,246	905585246	37.1%
`experience.last_seen`	905,585,246	905585246	37.1%
`experience.location_names`	330,554,397	330554397	13.5%
`experience.num_sources`	905,585,246	905585246	37.1%
`experience.start_date`	432,240,908	432240908	17.7%
`experience.summary`	180,794,040	180794040	7.4%
`experience.title`	761,187,623	761187623	31.1%
`experience.title.class`	490,049,123	490049123	20.0%
`experience.title.levels`	253,618,523	253618523	10.4%
`experience.title.name`	761,187,623	761187623	31.1%
`experience.title.raw`	761,187,623	761187623	31.1%
`experience.title.role`	490,049,123	490049123	20.0%
`experience.title.sub_role`	428,849,861	428849861	17.5%
`facebook_friends`	38,879,834	38879834	1.6%
`facebook_id`	1,005,477,589	1005477589	41.1%
`facebook_url`	716,102,360	716102360	29.3%
`facebook_username`	716,102,360	716102360	29.3%
`first_name`	2,444,219,062	2444219062	100.0%
`first_seen`	2,444,219,062	2444219062	100.0%
`full_name`	2,444,219,062	2444219062	100.0%
`github_url`	3,554,902	3554902	0.1%
`github_username`	3,554,902	3554902	0.1%
`headline`	100,830,742	100830742	4.1%
`id`	2,444,219,062	2444219062	100.0%
`industry`	412,804,495	412804495	16.9%
`inferred_salary`	281,676,051	281676051	11.5%
`inferred_years_experience`	430,059,017	430059017	17.6%
`interests`	101,817,815	101817815	4.2%
`job_company_12mo_employee_growth_rate`	336,551,834	336551834	13.8%
`job_company_employee_count`	340,946,046	340946046	13.9%
`job_company_facebook_url`	173,883,795	173883795	7.1%
`job_company_founded`	246,008,896	246008896	10.1%
`job_company_id`	340,975,082	340975082	14.0%
`job_company_industry`	326,759,482	326759482	13.4%
`job_company_inferred_revenue`	340,946,046	340946046	13.9%
`job_company_linkedin_id`	340,975,082	340975082	14.0%
`job_company_linkedin_url`	340,975,082	340975082	14.0%
`job_company_location_address_line_2`	30,407,752	30407752	1.2%
`job_company_location_continent`	321,416,995	321416995	13.2%
`job_company_location_country`	322,371,096	322371096	13.2%
`job_company_location_geo`	283,234,374	283234374	11.6%
`job_company_location_locality`	290,968,146	290968146	11.9%
`job_company_location_metro`	101,199,596	101199596	4.1%
`job_company_location_name`	322,375,351	322375351	13.2%
`job_company_location_postal_code`	254,178,094	254178094	10.4%
`job_company_location_region`	302,519,940	302519940	12.4%
`job_company_location_street_address`	220,906,041	220906041	9.0%
`job_company_name`	523,153,623	523153623	21.4%
`job_company_size`	340,975,082	340975082	14.0%
`job_company_ticker`	52,250,595	52250595	2.1%
`job_company_total_funding_raised`	69,616,605	69616605	2.8%
`job_company_twitter_url`	168,542,579	168542579	6.9%
`job_company_type`	340,975,082	340975082	14.0%
`job_company_website`	301,395,621	301395621	12.3%
`job_history`	905,662,246	905662246	37.1%
`job_history.company_id`	576,070,779	576070779	23.6%
`job_history.company_name`	865,820,367	865820367	35.4%
`job_history.first_seen`	905,662,246	905662246	37.1%
`job_history.last_seen`	905,662,246	905662246	37.1%
`job_history.num_sources`	905,662,246	905662246	37.1%
`job_history.title`	761,287,759	761287759	31.1%
`job_last_changed`	553,757,023	553757023	22.7%
`job_last_verified`	553,757,023	553757023	22.7%
`job_onet_broad_occupation`	245,713,666	245713666	10.1%
`job_onet_code`	245,713,666	245713666	10.1%
`job_onet_major_group`	245,713,666	245713666	10.1%
`job_onet_minor_group`	245,713,666	245713666	10.1%
`job_onet_specific_occupation`	245,713,666	245713666	10.1%
`job_onet_specific_occupation_detail`	97,118,575	97118575	4.0%
`job_start_date`	337,951,742	337951742	13.8%
`job_summary`	77,633,043	77633043	3.2%
`job_title`	537,062,877	537062877	22.0%
`job_title_class`	296,934,592	296934592	12.1%
`job_title_levels`	132,189,567	132189567	5.4%
`job_title_role`	296,934,592	296934592	12.1%
`job_title_sub_role`	242,257,279	242257279	9.9%
`languages`	301,105,513	301105513	12.3%
`languages.name`	301,105,513	301105513	12.3%
`languages.proficiency`	23,299,442	23299442	1.0%
`last_initial`	2,444,219,062	2444219062	100.0%
`last_name`	2,431,256,386	2431256386	99.5%
`linkedin_connections`	506,540,959	506540959	20.7%
`linkedin_id`	498,927,787	498927787	20.4%
`linkedin_url`	743,659,486	743659486	30.4%
`linkedin_username`	743,659,486	743659486	30.4%
`location_address_line_2`	71,870,029	71870029	2.9%
`location_continent`	1,802,416,447	1802416447	73.7%
`location_country`	1,802,375,991	1802375991	73.7%
`location_geo`	1,470,246,737	1470246737	60.2%
`location_last_updated`	1,109,809,147	1109809147	45.4%
`location_locality`	1,485,217,882	1485217882	60.8%
`location_metro`	608,355,708	608355708	24.9%
`location_name`	1,802,416,447	1802416447	73.7%
`location_names`	1,485,217,882	1485217882	60.8%
`location_postal_code`	498,292,938	498292938	20.4%
`location_region`	1,583,289,199	1583289199	64.8%
`location_street_address`	473,693,443	473693443	19.4%
`middle_initial`	615,852,235	615852235	25.2%
`middle_name`	412,554,864	412554864	16.9%
`mobile_phone`	505,796,175	505796175	20.7%
`name_aliases`	127,432,543	127432543	5.2%
`num_records`	2,444,219,062	2444219062	100.0%
`num_sources`	2,444,219,062	2444219062	100.0%
`personal_emails`	432,388,247	432388247	17.7%
`phone_numbers`	899,234,099	899234099	36.8%
`phones`	899,234,099	899234099	36.8%
`phones.first_seen`	899,234,099	899234099	36.8%
`phones.last_seen`	899,234,099	899234099	36.8%
`phones.num_sources`	899,234,099	899234099	36.8%
`phones.number`	899,234,099	899234099	36.8%
`possible_birth_dates`	176,305,389	176305389	7.2%
`possible_emails`	117,394,016	117394016	4.8%
`possible_emails.address`	117,394,016	117394016	4.8%
`possible_emails.first_seen`	117,394,016	117394016	4.8%
`possible_emails.last_seen`	117,394,016	117394016	4.8%
`possible_emails.num_sources`	117,394,016	117394016	4.8%
`possible_emails.type`	98,801,649	98801649	4.0%
`possible_location_names`	1,051,097,610	1051097610	43.0%
`possible_phones`	50,095,580	50095580	2.0%
`possible_phones.first_seen`	50,095,580	50095580	2.0%
`possible_phones.last_seen`	50,095,580	50095580	2.0%
`possible_phones.num_sources`	50,095,580	50095580	2.0%
`possible_phones.number`	50,095,580	50095580	2.0%
`possible_profiles`	65,741,379	65741379	2.7%
`possible_profiles.first_seen`	65,741,379	65741379	2.7%
`possible_profiles.id`	47,332,082	47332082	1.9%
`possible_profiles.last_seen`	65,741,379	65741379	2.7%
`possible_profiles.network`	65,741,379	65741379	2.7%
`possible_profiles.num_sources`	65,741,379	65741379	2.7%
`possible_profiles.url`	65,741,379	65741379	2.7%
`possible_profiles.username`	47,205,926	47205926	1.9%
`possible_street_addresses`	44,792,563	44792563	1.8%
`possible_street_addresses.address_line_2`	9,104,654	9104654	0.4%
`possible_street_addresses.continent`	44,792,563	44792563	1.8%
`possible_street_addresses.country`	44,792,553	44792553	1.8%
`possible_street_addresses.first_seen`	44,792,563	44792563	1.8%
`possible_street_addresses.geo`	44,765,993	44765993	1.8%
`possible_street_addresses.last_seen`	44,792,563	44792563	1.8%
`possible_street_addresses.locality`	44,768,232	44768232	1.8%
`possible_street_addresses.metro`	37,963,028	37963028	1.6%
`possible_street_addresses.name`	44,792,563	44792563	1.8%
`possible_street_addresses.num_sources`	44,792,563	44792563	1.8%
`possible_street_addresses.postal_code`	44,323,620	44323620	1.8%
`possible_street_addresses.region`	44,786,356	44786356	1.8%
`possible_street_addresses.street_address`	44,792,563	44792563	1.8%
`profiles`	1,851,950,155	1851950155	75.8%
`profiles.first_seen`	1,851,950,155	1851950155	75.8%
`profiles.id`	1,495,595,957	1495595957	61.2%
`profiles.last_seen`	1,851,950,155	1851950155	75.8%
`profiles.network`	1,851,950,155	1851950155	75.8%
`profiles.num_sources`	1,851,950,155	1851950155	75.8%
`profiles.url`	1,851,950,155	1851950155	75.8%
`profiles.username`	1,543,972,104	1543972104	63.2%
`recommended_personal_email`	432,327,144	432327144	17.7%
`regions`	1,587,562,857	1587562857	65.0%
`sex`	1,732,658,831	1732658831	70.9%
`skills`	145,108,045	145108045	5.9%
`street_addresses`	483,268,466	483268466	19.8%
`street_addresses.address_line_2`	173,803,272	173803272	7.1%
`street_addresses.continent`	483,268,466	483268466	19.8%
`street_addresses.country`	483,268,279	483268279	19.8%
`street_addresses.first_seen`	483,268,466	483268466	19.8%
`street_addresses.geo`	481,255,535	481255535	19.7%
`street_addresses.last_seen`	483,268,466	483268466	19.8%
`street_addresses.locality`	481,350,316	481350316	19.7%
`street_addresses.metro`	413,814,924	413814924	16.9%
`street_addresses.name`	483,268,466	483268466	19.8%
`street_addresses.num_sources`	483,268,466	483268466	19.8%
`street_addresses.postal_code`	478,687,422	478687422	19.6%
`street_addresses.region`	482,388,830	482388830	19.7%
`street_addresses.street_address`	483,268,466	483268466	19.8%
`summary`	174,969,521	174969521	7.2%
`twitter_url`	55,813,707	55813707	2.3%
`twitter_username`	55,813,707	55813707	2.3%
`work_email`	84,125,860	84125860	3.4%

Stats shown are accurate as of data version 31.2