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`	2,460,558,849	2460558849	100.0%
`birth_date`	173,671,351	173671351	7.1%
`birth_year`	351,562,961	351562961	14.3%
`certifications`	67,911,214	67911214	2.8%
`certifications.end_date`	51,735,902	51735902	2.1%
`certifications.name`	67,911,214	67911214	2.8%
`certifications.organization`	66,781,831	66781831	2.7%
`certifications.start_date`	57,149,016	57149016	2.3%
`countries`	1,821,181,202	1821181202	74.0%
`education`	741,946,506	741946506	30.2%
`education.degrees`	191,236,556	191236556	7.8%
`education.end_date`	336,665,042	336665042	13.7%
`education.gpa`	11,833,078	11833078	0.5%
`education.majors`	247,048,624	247048624	10.0%
`education.minors`	1,789,561	1789561	0.1%
`education.raw`	373,151,994	373151994	15.2%
`education.school`	741,142,667	741142667	30.1%
`education.school.domain`	507,728,252	507728252	20.6%
`education.school.facebook_url`	328,574,333	328574333	13.4%
`education.school.id`	529,755,364	529755364	21.5%
`education.school.linkedin_id`	529,755,364	529755364	21.5%
`education.school.linkedin_url`	529,735,149	529735149	21.5%
`education.school.location`	480,564,222	480564222	19.5%
`education.school.location.continent`	480,564,222	480564222	19.5%
`education.school.location.country`	480,564,149	480564149	19.5%
`education.school.location.locality`	456,735,511	456735511	18.6%
`education.school.location.name`	480,564,222	480564222	19.5%
`education.school.location.region`	468,659,778	468659778	19.0%
`education.school.name`	741,105,691	741105691	30.1%
`education.school.raw`	738,626,185	738626185	30.0%
`education.school.twitter_url`	310,456,854	310456854	12.6%
`education.school.type`	607,175,324	607175324	24.7%
`education.school.website`	507,728,252	507728252	20.6%
`education.start_date`	320,974,544	320974544	13.0%
`education.summary`	76,702,677	76702677	3.1%
`emails`	658,904,608	658904608	26.8%
`emails.address`	658,904,608	658904608	26.8%
`emails.first_seen`	658,904,608	658904608	26.8%
`emails.last_seen`	658,904,608	658904608	26.8%
`emails.md5_hash`	658,904,608	658904608	26.8%
`emails.num_sources`	658,904,608	658904608	26.8%
`emails.sha_256_hash`	658,904,608	658904608	26.8%
`emails.type`	585,520,811	585520811	23.8%
`experience`	925,917,267	925917267	37.6%
`experience.company`	883,972,147	883972147	35.9%
`experience.company.facebook_url`	359,922,901	359922901	14.6%
`experience.company.founded`	462,165,731	462165731	18.8%
`experience.company.id`	606,318,217	606318217	24.6%
`experience.company.industry`	579,355,998	579355998	23.5%
`experience.company.industry_v2`	555,326,015	555326015	22.6%
`experience.company.linkedin_id`	606,318,217	606318217	24.6%
`experience.company.linkedin_url`	606,318,217	606318217	24.6%
`experience.company.location`	581,030,026	581030026	23.6%
`experience.company.location.address_line_2`	89,703,525	89703525	3.6%
`experience.company.location.continent`	579,859,624	579859624	23.6%
`experience.company.location.country`	581,027,078	581027078	23.6%
`experience.company.location.geo`	541,101,442	541101442	22.0%
`experience.company.location.locality`	547,889,610	547889610	22.3%
`experience.company.location.metro`	241,813,431	241813431	9.8%
`experience.company.location.name`	581,030,026	581030026	23.6%
`experience.company.location.postal_code`	484,228,082	484228082	19.7%
`experience.company.location.region`	554,640,317	554640317	22.5%
`experience.company.location.street_address`	447,360,221	447360221	18.2%
`experience.company.name`	883,972,147	883972147	35.9%
`experience.company.raw`	883,952,374	883952374	35.9%
`experience.company.size`	606,318,217	606318217	24.6%
`experience.company.ticker`	125,323,043	125323043	5.1%
`experience.company.twitter_url`	306,777,044	306777044	12.5%
`experience.company.type`	606,318,217	606318217	24.6%
`experience.company.website`	550,247,418	550247418	22.4%
`experience.end_date`	277,884,342	277884342	11.3%
`experience.first_seen`	925,917,267	925917267	37.6%
`experience.is_primary`	925,917,267	925917267	37.6%
`experience.last_seen`	925,917,267	925917267	37.6%
`experience.location_names`	351,434,303	351434303	14.3%
`experience.num_sources`	925,917,267	925917267	37.6%
`experience.start_date`	445,050,754	445050754	18.1%
`experience.summary`	188,782,007	188782007	7.7%
`experience.title`	781,769,359	781769359	31.8%
`experience.title.class`	525,957,179	525957179	21.4%
`experience.title.levels`	260,020,995	260020995	10.6%
`experience.title.name`	781,769,359	781769359	31.8%
`experience.title.raw`	781,769,359	781769359	31.8%
`experience.title.role`	525,957,179	525957179	21.4%
`experience.title.sub_role`	451,142,165	451142165	18.3%
`facebook_friends`	38,622,034	38622034	1.6%
`facebook_id`	1,004,070,888	1004070888	40.8%
`facebook_url`	714,838,579	714838579	29.1%
`facebook_username`	714,838,579	714838579	29.1%
`first_name`	2,460,558,849	2460558849	100.0%
`first_seen`	2,460,558,849	2460558849	100.0%
`full_name`	2,460,558,849	2460558849	100.0%
`github_url`	3,523,428	3523428	0.1%
`github_username`	3,523,428	3523428	0.1%
`headline`	202,889,481	202889481	8.2%
`id`	2,460,558,849	2460558849	100.0%
`industry`	434,026,270	434026270	17.6%
`inferred_salary`	291,824,447	291824447	11.9%
`inferred_years_experience`	437,626,938	437626938	17.8%
`interests`	100,296,248	100296248	4.1%
`job_company_12mo_employee_growth_rate`	363,786,582	363786582	14.8%
`job_company_employee_count`	369,014,220	369014220	15.0%
`job_company_facebook_url`	178,478,846	178478846	7.3%
`job_company_founded`	260,357,802	260357802	10.6%
`job_company_id`	369,052,011	369052011	15.0%
`job_company_industry`	349,408,898	349408898	14.2%
`job_company_industry_v2`	333,971,181	333971181	13.6%
`job_company_inferred_revenue`	369,014,220	369014220	15.0%
`job_company_linkedin_id`	369,052,011	369052011	15.0%
`job_company_linkedin_url`	369,052,011	369052011	15.0%
`job_company_location_address_line_2`	32,217,438	32217438	1.3%
`job_company_location_continent`	346,707,050	346707050	14.1%
`job_company_location_country`	347,622,774	347622774	14.1%
`job_company_location_geo`	315,334,391	315334391	12.8%
`job_company_location_locality`	321,603,527	321603527	13.1%
`job_company_location_metro`	108,871,583	108871583	4.4%
`job_company_location_name`	347,627,147	347627147	14.1%
`job_company_location_postal_code`	262,104,669	262104669	10.7%
`job_company_location_region`	328,002,102	328002102	13.3%
`job_company_location_street_address`	237,104,687	237104687	9.6%
`job_company_name`	539,787,529	539787529	21.9%
`job_company_size`	369,052,011	369052011	15.0%
`job_company_ticker`	53,213,996	53213996	2.2%
`job_company_total_funding_raised`	64,162,342	64162342	2.6%
`job_company_twitter_url`	137,820,478	137820478	5.6%
`job_company_type`	369,052,011	369052011	15.0%
`job_company_website`	322,473,042	322473042	13.1%
`job_history`	926,801,806	926801806	37.7%
`job_history.company_id`	618,175,398	618175398	25.1%
`job_history.company_name`	886,523,253	886523253	36.0%
`job_history.first_seen`	926,801,806	926801806	37.7%
`job_history.last_seen`	926,801,806	926801806	37.7%
`job_history.num_sources`	926,801,806	926801806	37.7%
`job_history.title`	782,841,537	782841537	31.8%
`job_last_changed`	572,028,559	572028559	23.2%
`job_last_verified`	572,028,559	572028559	23.2%
`job_onet_broad_occupation`	254,023,207	254023207	10.3%
`job_onet_code`	254,023,207	254023207	10.3%
`job_onet_major_group`	254,023,207	254023207	10.3%
`job_onet_minor_group`	254,023,207	254023207	10.3%
`job_onet_specific_occupation`	254,023,207	254023207	10.3%
`job_onet_specific_occupation_detail`	100,717,858	100717858	4.1%
`job_start_date`	348,327,033	348327033	14.2%
`job_summary`	83,165,853	83165853	3.4%
`job_title`	555,281,689	555281689	22.6%
`job_title_class`	330,557,063	330557063	13.4%
`job_title_levels`	136,922,227	136922227	5.6%
`job_title_role`	330,557,063	330557063	13.4%
`job_title_sub_role`	261,513,427	261513427	10.6%
`languages`	308,516,230	308516230	12.5%
`languages.name`	308,516,230	308516230	12.5%
`languages.proficiency`	69,043,285	69043285	2.8%
`last_initial`	2,460,558,849	2460558849	100.0%
`last_name`	2,444,791,978	2444791978	99.4%
`linkedin_connections`	510,330,212	510330212	20.7%
`linkedin_id`	613,177,138	613177138	24.9%
`linkedin_url`	770,164,593	770164593	31.3%
`linkedin_username`	770,164,593	770164593	31.3%
`location_address_line_2`	68,911,221	68911221	2.8%
`location_continent`	1,821,210,370	1821210370	74.0%
`location_country`	1,821,151,713	1821151713	74.0%
`location_geo`	1,489,518,693	1489518693	60.5%
`location_last_updated`	1,131,600,787	1131600787	46.0%
`location_locality`	1,504,969,865	1504969865	61.2%
`location_metro`	615,662,918	615662918	25.0%
`location_name`	1,821,210,370	1821210370	74.0%
`location_names`	1,509,992,530	1509992530	61.4%
`location_postal_code`	493,678,067	493678067	20.1%
`location_region`	1,607,789,828	1607789828	65.3%
`location_street_address`	465,989,582	465989582	18.9%
`middle_initial`	616,431,443	616431443	25.1%
`middle_name`	416,265,789	416265789	16.9%
`mobile_phone`	495,983,873	495983873	20.2%
`name_aliases`	131,094,927	131094927	5.3%
`num_records`	2,460,558,849	2460558849	100.0%
`num_sources`	2,460,558,849	2460558849	100.0%
`personal_emails`	428,319,521	428319521	17.4%
`phone_numbers`	875,417,496	875417496	35.6%
`phones`	875,417,496	875417496	35.6%
`phones.first_seen`	875,417,496	875417496	35.6%
`phones.last_seen`	875,417,496	875417496	35.6%
`phones.num_sources`	875,417,496	875417496	35.6%
`phones.number`	875,417,496	875417496	35.6%
`possible_birth_dates`	173,397,304	173397304	7.0%
`possible_emails`	114,993,486	114993486	4.7%
`possible_emails.address`	114,993,486	114993486	4.7%
`possible_emails.first_seen`	114,993,486	114993486	4.7%
`possible_emails.last_seen`	114,993,486	114993486	4.7%
`possible_emails.md5_hash`	114,993,486	114993486	4.7%
`possible_emails.num_sources`	114,993,486	114993486	4.7%
`possible_emails.sha_256_hash`	114,993,486	114993486	4.7%
`possible_emails.type`	96,261,277	96261277	3.9%
`possible_location_names`	979,323,991	979323991	39.8%
`possible_phones`	48,854,480	48854480	2.0%
`possible_phones.first_seen`	48,854,480	48854480	2.0%
`possible_phones.last_seen`	48,854,480	48854480	2.0%
`possible_phones.num_sources`	48,854,480	48854480	2.0%
`possible_phones.number`	48,854,480	48854480	2.0%
`possible_profiles`	64,702,909	64702909	2.6%
`possible_profiles.first_seen`	64,702,909	64702909	2.6%
`possible_profiles.id`	46,802,909	46802909	1.9%
`possible_profiles.last_seen`	64,702,909	64702909	2.6%
`possible_profiles.network`	64,702,909	64702909	2.6%
`possible_profiles.num_sources`	64,702,909	64702909	2.6%
`possible_profiles.url`	64,702,909	64702909	2.6%
`possible_profiles.username`	46,186,150	46186150	1.9%
`possible_street_addresses`	41,684,781	41684781	1.7%
`possible_street_addresses.address_line_2`	8,200,364	8200364	0.3%
`possible_street_addresses.continent`	41,684,781	41684781	1.7%
`possible_street_addresses.country`	41,684,781	41684781	1.7%
`possible_street_addresses.first_seen`	41,684,781	41684781	1.7%
`possible_street_addresses.geo`	41,682,939	41682939	1.7%
`possible_street_addresses.last_seen`	41,684,781	41684781	1.7%
`possible_street_addresses.locality`	41,684,209	41684209	1.7%
`possible_street_addresses.metro`	35,420,847	35420847	1.4%
`possible_street_addresses.name`	41,684,781	41684781	1.7%
`possible_street_addresses.num_sources`	41,684,781	41684781	1.7%
`possible_street_addresses.postal_code`	41,413,974	41413974	1.7%
`possible_street_addresses.region`	41,684,412	41684412	1.7%
`possible_street_addresses.street_address`	41,684,781	41684781	1.7%
`profiles`	1,875,637,909	1875637909	76.2%
`profiles.first_seen`	1,875,637,909	1875637909	76.2%
`profiles.id`	1,608,362,173	1608362173	65.4%
`profiles.last_seen`	1,875,637,909	1875637909	76.2%
`profiles.network`	1,875,637,909	1875637909	76.2%
`profiles.num_sources`	1,875,637,909	1875637909	76.2%
`profiles.url`	1,875,637,909	1875637909	76.2%
`profiles.username`	1,567,789,015	1567789015	63.7%
`recommended_personal_email`	428,259,791	428259791	17.4%
`regions`	1,616,418,148	1616418148	65.7%
`sex`	1,742,260,756	1742260756	70.8%
`skills`	149,353,727	149353727	6.1%
`street_addresses`	474,964,783	474964783	19.3%
`street_addresses.address_line_2`	169,987,442	169987442	6.9%
`street_addresses.continent`	474,964,783	474964783	19.3%
`street_addresses.country`	474,964,783	474964783	19.3%
`street_addresses.first_seen`	474,964,783	474964783	19.3%
`street_addresses.geo`	474,146,734	474146734	19.3%
`street_addresses.last_seen`	474,964,783	474964783	19.3%
`street_addresses.locality`	474,274,531	474274531	19.3%
`street_addresses.metro`	408,020,689	408020689	16.6%
`street_addresses.name`	474,964,783	474964783	19.3%
`street_addresses.num_sources`	474,964,783	474964783	19.3%
`street_addresses.postal_code`	471,896,993	471896993	19.2%
`street_addresses.region`	474,363,538	474363538	19.3%
`street_addresses.street_address`	474,964,783	474964783	19.3%
`summary`	183,375,177	183375177	7.5%
`twitter_url`	55,681,539	55681539	2.3%
`twitter_username`	55,681,539	55681539	2.3%
`work_email`	92,713,465	92713465	3.8%

Stats shown are accurate as of data version 34.0