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`	2,439,406,806	2439406806	100.0%
`birth_date`	174,259,932	174259932	7.1%
`birth_year`	352,518,857	352518857	14.5%
`certifications`	64,253,572	64253572	2.6%
`certifications.end_date`	51,419,936	51419936	2.1%
`certifications.name`	64,253,572	64253572	2.6%
`certifications.organization`	63,159,756	63159756	2.6%
`certifications.start_date`	54,076,538	54076538	2.2%
`countries`	1,801,628,028	1801628028	73.9%
`education`	729,665,442	729665442	29.9%
`education.degrees`	184,092,383	184092383	7.5%
`education.end_date`	326,299,331	326299331	13.4%
`education.gpa`	11,859,130	11859130	0.5%
`education.majors`	239,173,160	239173160	9.8%
`education.minors`	1,704,312	1704312	0.1%
`education.raw`	361,769,148	361769148	14.8%
`education.school`	728,909,950	728909950	29.9%
`education.school.domain`	498,164,589	498164589	20.4%
`education.school.facebook_url`	321,670,341	321670341	13.2%
`education.school.id`	520,922,776	520922776	21.4%
`education.school.linkedin_id`	520,922,776	520922776	21.4%
`education.school.linkedin_url`	520,902,616	520902616	21.4%
`education.school.location`	471,684,650	471684650	19.3%
`education.school.location.continent`	471,684,650	471684650	19.3%
`education.school.location.country`	471,684,577	471684577	19.3%
`education.school.location.locality`	448,280,860	448280860	18.4%
`education.school.location.name`	471,684,650	471684650	19.3%
`education.school.location.region`	459,963,378	459963378	18.9%
`education.school.name`	728,876,065	728876065	29.9%
`education.school.raw`	725,930,253	725930253	29.8%
`education.school.twitter_url`	304,071,777	304071777	12.5%
`education.school.type`	597,652,755	597652755	24.5%
`education.school.website`	498,164,589	498164589	20.4%
`education.start_date`	310,197,977	310197977	12.7%
`education.summary`	68,970,856	68970856	2.8%
`emails`	634,238,955	634238955	26.0%
`emails.address`	634,238,955	634238955	26.0%
`emails.first_seen`	634,238,955	634238955	26.0%
`emails.last_seen`	634,238,955	634238955	26.0%
`emails.md5_hash`	634,238,955	634238955	26.0%
`emails.num_sources`	634,238,955	634238955	26.0%
`emails.sha_256_hash`	634,238,955	634238955	26.0%
`emails.type`	563,222,192	563222192	23.1%
`experience`	908,152,167	908152167	37.2%
`experience.company`	868,045,697	868045697	35.6%
`experience.company.facebook_url`	355,425,976	355425976	14.6%
`experience.company.founded`	453,780,697	453780697	18.6%
`experience.company.id`	592,600,508	592600508	24.3%
`experience.company.industry`	567,053,881	567053881	23.2%
`experience.company.linkedin_id`	592,600,508	592600508	24.3%
`experience.company.linkedin_url`	592,600,508	592600508	24.3%
`experience.company.location`	569,432,893	569432893	23.3%
`experience.company.location.address_line_2`	89,648,691	89648691	3.7%
`experience.company.location.continent`	568,290,545	568290545	23.3%
`experience.company.location.country`	569,429,996	569429996	23.3%
`experience.company.location.geo`	529,104,333	529104333	21.7%
`experience.company.location.locality`	536,677,919	536677919	22.0%
`experience.company.location.metro`	238,560,281	238560281	9.8%
`experience.company.location.name`	569,432,893	569432893	23.3%
`experience.company.location.postal_code`	464,514,746	464514746	19.0%
`experience.company.location.region`	542,562,931	542562931	22.2%
`experience.company.location.street_address`	444,168,429	444168429	18.2%
`experience.company.name`	868,028,318	868028318	35.6%
`experience.company.raw`	868,025,346	868025346	35.6%
`experience.company.size`	592,600,508	592600508	24.3%
`experience.company.ticker`	123,835,937	123835937	5.1%
`experience.company.twitter_url`	351,199,830	351199830	14.4%
`experience.company.type`	592,600,508	592600508	24.3%
`experience.company.website`	539,795,913	539795913	22.1%
`experience.end_date`	273,499,091	273499091	11.2%
`experience.first_seen`	908,152,167	908152167	37.2%
`experience.is_primary`	908,152,167	908152167	37.2%
`experience.last_seen`	908,152,167	908152167	37.2%
`experience.location_names`	327,697,027	327697027	13.4%
`experience.num_sources`	908,152,167	908152167	37.2%
`experience.start_date`	435,145,721	435145721	17.8%
`experience.summary`	183,748,064	183748064	7.5%
`experience.title`	764,069,889	764069889	31.3%
`experience.title.class`	492,582,235	492582235	20.2%
`experience.title.levels`	255,393,177	255393177	10.5%
`experience.title.name`	764,069,889	764069889	31.3%
`experience.title.raw`	764,069,889	764069889	31.3%
`experience.title.role`	492,582,235	492582235	20.2%
`experience.title.sub_role`	431,288,780	431288780	17.7%
`facebook_friends`	38,659,104	38659104	1.6%
`facebook_id`	1,004,296,422	1004296422	41.2%
`facebook_url`	715,046,609	715046609	29.3%
`facebook_username`	715,046,609	715046609	29.3%
`first_name`	2,439,406,806	2439406806	100.0%
`first_seen`	2,439,406,806	2439406806	100.0%
`full_name`	2,439,406,806	2439406806	100.0%
`github_url`	3,531,082	3531082	0.1%
`github_username`	3,531,082	3531082	0.1%
`headline`	113,838,114	113838114	4.7%
`id`	2,439,406,806	2439406806	100.0%
`industry`	414,830,917	414830917	17.0%
`inferred_salary`	283,186,163	283186163	11.6%
`inferred_years_experience`	428,429,463	428429463	17.6%
`interests`	100,553,898	100553898	4.1%
`job_company_12mo_employee_growth_rate`	351,621,379	351621379	14.4%
`job_company_employee_count`	356,681,094	356681094	14.6%
`job_company_facebook_url`	174,928,087	174928087	7.2%
`job_company_founded`	253,013,538	253013538	10.4%
`job_company_id`	356,715,306	356715306	14.6%
`job_company_industry`	337,025,986	337025986	13.8%
`job_company_inferred_revenue`	356,681,094	356681094	14.6%
`job_company_linkedin_id`	356,715,306	356715306	14.6%
`job_company_linkedin_url`	356,715,306	356715306	14.6%
`job_company_location_address_line_2`	31,913,026	31913026	1.3%
`job_company_location_continent`	336,229,612	336229612	13.8%
`job_company_location_country`	337,119,999	337119999	13.8%
`job_company_location_geo`	304,670,178	304670178	12.5%
`job_company_location_locality`	311,636,694	311636694	12.8%
`job_company_location_metro`	105,971,390	105971390	4.3%
`job_company_location_name`	337,124,325	337124325	13.8%
`job_company_location_postal_code`	244,614,735	244614735	10.0%
`job_company_location_region`	317,104,672	317104672	13.0%
`job_company_location_street_address`	234,030,877	234030877	9.6%
`job_company_name`	524,855,254	524855254	21.5%
`job_company_size`	356,715,306	356715306	14.6%
`job_company_ticker`	52,012,918	52012918	2.1%
`job_company_total_funding_raised`	71,900,993	71900993	2.9%
`job_company_twitter_url`	168,247,860	168247860	6.9%
`job_company_type`	356,715,306	356715306	14.6%
`job_company_website`	312,741,563	312741563	12.8%
`job_history`	908,238,208	908238208	37.2%
`job_history.company_id`	601,530,592	601530592	24.7%
`job_history.company_name`	868,448,304	868448304	35.6%
`job_history.first_seen`	908,238,208	908238208	37.2%
`job_history.last_seen`	908,238,208	908238208	37.2%
`job_history.num_sources`	908,238,208	908238208	37.2%
`job_history.title`	764,178,597	764178597	31.3%
`job_last_changed`	555,931,653	555931653	22.8%
`job_last_verified`	555,931,653	555931653	22.8%
`job_onet_broad_occupation`	246,780,346	246780346	10.1%
`job_onet_code`	246,780,346	246780346	10.1%
`job_onet_major_group`	246,780,346	246780346	10.1%
`job_onet_minor_group`	246,780,346	246780346	10.1%
`job_onet_specific_occupation`	246,780,346	246780346	10.1%
`job_onet_specific_occupation_detail`	97,665,155	97665155	4.0%
`job_start_date`	339,702,130	339702130	13.9%
`job_summary`	79,888,697	79888697	3.3%
`job_title`	539,278,191	539278191	22.1%
`job_title_class`	298,157,115	298157115	12.2%
`job_title_levels`	132,973,984	132973984	5.5%
`job_title_role`	298,157,115	298157115	12.2%
`job_title_sub_role`	243,164,535	243164535	10.0%
`languages`	298,779,617	298779617	12.2%
`languages.name`	298,779,617	298779617	12.2%
`languages.proficiency`	23,647,015	23647015	1.0%
`last_initial`	2,439,406,806	2439406806	100.0%
`last_name`	2,425,868,842	2425868842	99.4%
`linkedin_connections`	504,607,180	504607180	20.7%
`linkedin_id`	567,197,291	567197291	23.3%
`linkedin_url`	746,886,011	746886011	30.6%
`linkedin_username`	746,886,011	746886011	30.6%
`location_address_line_2`	69,083,007	69083007	2.8%
`location_continent`	1,801,657,044	1801657044	73.9%
`location_country`	1,801,598,877	1801598877	73.9%
`location_geo`	1,460,354,841	1460354841	59.9%
`location_last_updated`	1,111,374,096	1111374096	45.6%
`location_locality`	1,475,128,474	1475128474	60.5%
`location_metro`	612,745,266	612745266	25.1%
`location_name`	1,801,657,044	1801657044	73.9%
`location_names`	1,480,449,427	1480449427	60.7%
`location_postal_code`	495,167,117	495167117	20.3%
`location_region`	1,588,802,440	1588802440	65.1%
`location_street_address`	467,413,708	467413708	19.2%
`middle_initial`	612,404,497	612404497	25.1%
`middle_name`	412,093,039	412093039	16.9%
`mobile_phone`	502,756,227	502756227	20.6%
`name_aliases`	127,778,956	127778956	5.2%
`num_records`	2,439,406,806	2439406806	100.0%
`num_sources`	2,439,406,806	2439406806	100.0%
`personal_emails`	428,816,878	428816878	17.6%
`phone_numbers`	891,587,358	891587358	36.5%
`phones`	891,587,358	891587358	36.5%
`phones.first_seen`	891,587,358	891587358	36.5%
`phones.last_seen`	891,587,358	891587358	36.5%
`phones.num_sources`	891,587,358	891587358	36.5%
`phones.number`	891,587,358	891587358	36.5%
`possible_birth_dates`	173,860,113	173860113	7.1%
`possible_emails`	116,149,526	116149526	4.8%
`possible_emails.address`	116,149,526	116149526	4.8%
`possible_emails.first_seen`	116,149,526	116149526	4.8%
`possible_emails.last_seen`	116,149,526	116149526	4.8%
`possible_emails.md5_hash`	116,149,526	116149526	4.8%
`possible_emails.num_sources`	116,149,526	116149526	4.8%
`possible_emails.sha_256_hash`	116,149,526	116149526	4.8%
`possible_emails.type`	97,858,591	97858591	4.0%
`possible_location_names`	967,409,030	967409030	39.7%
`possible_phones`	49,120,466	49120466	2.0%
`possible_phones.first_seen`	49,120,466	49120466	2.0%
`possible_phones.last_seen`	49,120,466	49120466	2.0%
`possible_phones.num_sources`	49,120,466	49120466	2.0%
`possible_phones.number`	49,120,466	49120466	2.0%
`possible_profiles`	65,106,180	65106180	2.7%
`possible_profiles.first_seen`	65,106,180	65106180	2.7%
`possible_profiles.id`	46,938,681	46938681	1.9%
`possible_profiles.last_seen`	65,106,180	65106180	2.7%
`possible_profiles.network`	65,106,180	65106180	2.7%
`possible_profiles.num_sources`	65,106,180	65106180	2.7%
`possible_profiles.url`	65,106,180	65106180	2.7%
`possible_profiles.username`	46,587,152	46587152	1.9%
`possible_street_addresses`	41,860,147	41860147	1.7%
`possible_street_addresses.address_line_2`	8,236,114	8236114	0.3%
`possible_street_addresses.continent`	41,860,147	41860147	1.7%
`possible_street_addresses.country`	41,860,147	41860147	1.7%
`possible_street_addresses.first_seen`	41,860,147	41860147	1.7%
`possible_street_addresses.geo`	41,858,294	41858294	1.7%
`possible_street_addresses.last_seen`	41,860,147	41860147	1.7%
`possible_street_addresses.locality`	41,859,569	41859569	1.7%
`possible_street_addresses.metro`	35,571,537	35571537	1.5%
`possible_street_addresses.name`	41,860,147	41860147	1.7%
`possible_street_addresses.num_sources`	41,860,147	41860147	1.7%
`possible_street_addresses.postal_code`	41,586,844	41586844	1.7%
`possible_street_addresses.region`	41,859,776	41859776	1.7%
`possible_street_addresses.street_address`	41,860,147	41860147	1.7%
`profiles`	1,852,884,678	1852884678	76.0%
`profiles.first_seen`	1,852,884,678	1852884678	76.0%
`profiles.id`	1,562,616,445	1562616445	64.1%
`profiles.last_seen`	1,852,884,678	1852884678	76.0%
`profiles.network`	1,852,884,678	1852884678	76.0%
`profiles.num_sources`	1,852,884,678	1852884678	76.0%
`profiles.url`	1,852,884,678	1852884678	76.0%
`profiles.username`	1,545,012,279	1545012279	63.3%
`recommended_personal_email`	428,756,710	428756710	17.6%
`regions`	1,598,016,380	1598016380	65.5%
`sex`	1,728,041,327	1728041327	70.8%
`skills`	144,095,376	144095376	5.9%
`street_addresses`	475,615,781	475615781	19.5%
`street_addresses.address_line_2`	170,588,821	170588821	7.0%
`street_addresses.continent`	475,615,781	475615781	19.5%
`street_addresses.country`	475,615,781	475615781	19.5%
`street_addresses.first_seen`	475,615,781	475615781	19.5%
`street_addresses.geo`	475,489,793	475489793	19.5%
`street_addresses.last_seen`	475,615,781	475615781	19.5%
`street_addresses.locality`	475,606,602	475606602	19.5%
`street_addresses.metro`	409,279,830	409279830	16.8%
`street_addresses.name`	475,615,781	475615781	19.5%
`street_addresses.num_sources`	475,615,781	475615781	19.5%
`street_addresses.postal_code`	473,128,122	473128122	19.4%
`street_addresses.region`	475,612,257	475612257	19.5%
`street_addresses.street_address`	475,615,781	475615781	19.5%
`summary`	178,966,189	178966189	7.3%
`twitter_url`	55,632,907	55632907	2.3%
`twitter_username`	55,632,907	55632907	2.3%
`work_email`	77,615,437	77615437	3.2%

Stats shown are accurate as of data version 32.2