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	Premium Field
`Total`	2,472,221,285	2472221285	100.0%
`birth_date`	185,043,191	185043191	7.5%
`birth_year`	378,273,119	378273119	15.3%
`certifications`	56,449,714	56449714	2.3%	T
`certifications.end_date`	42,934,211	42934211	1.7%	T
`certifications.name`	56,449,714	56449714	2.3%	T
`certifications.organization`	55,165,388	55165388	2.2%	T
`certifications.start_date`	46,359,004	46359004	1.9%	T
`countries`	1,737,671,370	1737671370	70.3%
`education`	560,659,517	560659517	22.7%
`education.degrees`	172,206,511	172206511	7.0%
`education.end_date`	277,440,665	277440665	11.2%
`education.gpa`	10,483,153	10483153	0.4%
`education.majors`	221,128,493	221128493	8.9%
`education.minors`	1,609,657	1609657	0.1%
`education.raw`	312,826,550	312826550	12.7%	T
`education.school`	544,843,970	544843970	22.0%
`education.school.domain`	356,207,443	356207443	14.4%
`education.school.facebook_url`	257,773,688	257773688	10.4%
`education.school.id`	367,288,045	367288045	14.9%
`education.school.linkedin_id`	300,665,324	300665324	12.2%
`education.school.linkedin_url`	359,695,322	359695322	14.5%
`education.school.location`	348,958,699	348958699	14.1%
`education.school.location.continent`	348,958,699	348958699	14.1%
`education.school.location.country`	348,941,332	348941332	14.1%
`education.school.location.locality`	244,216,245	244216245	9.9%
`education.school.location.name`	348,958,699	348958699	14.1%
`education.school.location.region`	291,524,276	291524276	11.8%
`education.school.name`	544,829,647	544829647	22.0%
`education.school.raw`	543,054,838	543054838	22.0%	T
`education.school.twitter_url`	243,740,517	243740517	9.9%
`education.school.type`	500,979,194	500979194	20.3%
`education.school.website`	356,207,443	356207443	14.4%
`education.start_date`	262,191,544	262191544	10.6%
`education.summary`	52,048,121	52048121	2.1%	T
`emails`	699,293,880	699293880	28.3%
`emails.address`	699,293,880	699293880	28.3%
`emails.first_seen`	699,293,880	699293880	28.3%	T
`emails.last_seen`	699,293,880	699293880	28.3%	T
`emails.num_sources`	699,293,880	699293880	28.3%	T
`emails.type`	617,048,899	617048899	25.0%
`experience`	910,758,364	910758364	36.8%
`experience.company`	868,553,931	868553931	35.1%
`experience.company.facebook_url`	361,337,688	361337688	14.6%
`experience.company.founded`	447,139,112	447139112	18.1%
`experience.company.id`	575,168,018	575168018	23.3%
`experience.company.industry`	548,766,772	548766772	22.2%
`experience.company.linkedin_id`	575,168,018	575168018	23.3%
`experience.company.linkedin_url`	575,168,018	575168018	23.3%
`experience.company.location`	551,272,769	551272769	22.3%
`experience.company.location.address_line_2`	47,647,064	47647064	1.9%
`experience.company.location.continent`	549,970,310	549970310	22.2%
`experience.company.location.country`	551,268,488	551268488	22.3%
`experience.company.location.geo`	453,133,593	453133593	18.3%
`experience.company.location.locality`	452,622,388	452622388	18.3%
`experience.company.location.metro`	250,889,209	250889209	10.1%
`experience.company.location.name`	551,272,769	551272769	22.3%
`experience.company.location.postal_code`	268,705,882	268705882	10.9%
`experience.company.location.region`	492,272,914	492272914	19.9%
`experience.company.location.street_address`	283,131,055	283131055	11.5%
`experience.company.name`	868,553,931	868553931	35.1%
`experience.company.raw`	832,614,541	832614541	33.7%	T
`experience.company.size`	575,168,018	575168018	23.3%
`experience.company.ticker`	127,412,064	127412064	5.2%	T
`experience.company.twitter_url`	358,694,463	358694463	14.5%
`experience.company.type`	575,168,018	575168018	23.3%	T
`experience.company.website`	532,201,890	532201890	21.5%
`experience.end_date`	253,343,394	253343394	10.2%
`experience.first_seen`	910,758,364	910758364	36.8%	T
`experience.is_primary`	910,758,364	910758364	36.8%
`experience.last_seen`	910,758,364	910758364	36.8%	T
`experience.location_names`	279,155,144	279155144	11.3%
`experience.num_sources`	910,758,364	910758364	36.8%	T
`experience.start_date`	412,741,252	412741252	16.7%
`experience.summary`	153,077,678	153077678	6.2%	T
`experience.title`	766,673,992	766673992	31.0%
`experience.title.levels`	255,750,777	255750777	10.3%
`experience.title.name`	766,673,992	766673992	31.0%
`experience.title.raw`	766,673,992	766673992	31.0%	T
`experience.title.role`	314,444,976	314444976	12.7%
`experience.title.sub_role`	211,282,798	211282798	8.5%
`facebook_friends`	39,697,925	39697925	1.6%	T
`facebook_id`	1,008,577,323	1008577323	40.8%
`facebook_url`	718,992,374	718992374	29.1%
`facebook_username`	718,992,374	718992374	29.1%
`first_name`	2,472,221,285	2472221285	100.0%
`first_seen`	2,472,221,285	2472221285	100.0%	T
`full_name`	2,472,221,285	2472221285	100.0%
`github_url`	3,643,905	3643905	0.1%
`github_username`	3,643,905	3643905	0.1%
`headline`	34,940,534	34940534	1.4%	T
`id`	2,472,221,285	2472221285	100.0%
`industry`	408,896,567	408896567	16.5%
`inferred_salary`	269,242,878	269242878	10.9%	T
`inferred_years_experience`	414,036,415	414036415	16.7%	T
`interests`	100,772,767	100772767	4.1%
`job_company_12mo_employee_growth_rate`	318,581,215	318581215	12.9%
`job_company_employee_count`	322,931,134	322931134	13.1%
`job_company_facebook_url`	164,064,375	164064375	6.6%
`job_company_founded`	232,247,333	232247333	9.4%
`job_company_id`	322,957,949	322957949	13.1%
`job_company_industry`	298,930,958	298930958	12.1%
`job_company_inferred_revenue`	322,931,134	322931134	13.1%
`job_company_linkedin_id`	322,957,949	322957949	13.1%
`job_company_linkedin_url`	322,957,949	322957949	13.1%
`job_company_location_address_line_2`	14,450,132	14450132	0.6%
`job_company_location_continent`	303,229,448	303229448	12.3%
`job_company_location_country`	304,106,973	304106973	12.3%
`job_company_location_geo`	223,492,554	223492554	9.0%
`job_company_location_locality`	223,834,932	223834932	9.1%
`job_company_location_metro`	98,206,411	98206411	4.0%
`job_company_location_name`	304,113,566	304113566	12.3%
`job_company_location_postal_code`	107,421,686	107421686	4.3%
`job_company_location_region`	254,678,665	254678665	10.3%
`job_company_location_street_address`	114,499,506	114499506	4.6%
`job_company_name`	497,714,216	497714216	20.1%
`job_company_size`	322,957,949	322957949	13.1%
`job_company_ticker`	49,133,883	49133883	2.0%	T
`job_company_total_funding_raised`	61,097,653	61097653	2.5%
`job_company_twitter_url`	162,252,509	162252509	6.6%
`job_company_type`	322,957,949	322957949	13.1%	T
`job_company_website`	286,575,404	286575404	11.6%
`job_history`	913,814,919	913814919	37.0%	T
`job_history.company_id`	587,584,926	587584926	23.8%	T
`job_history.company_name`	871,961,400	871961400	35.3%	T
`job_history.first_seen`	913,814,919	913814919	37.0%	T
`job_history.last_seen`	913,814,919	913814919	37.0%	T
`job_history.num_sources`	913,814,919	913814919	37.0%	T
`job_history.title`	769,754,645	769754645	31.1%	T
`job_last_changed`	528,182,795	528182795	21.4%	T
`job_last_verified`	528,182,795	528182795	21.4%	T
`job_onet_broad_occupation`	235,901,914	235901914	9.5%	T
`job_onet_code`	235,901,914	235901914	9.5%	T
`job_onet_major_group`	235,901,914	235901914	9.5%	T
`job_onet_minor_group`	235,901,914	235901914	9.5%	T
`job_onet_specific_occupation`	235,901,914	235901914	9.5%	T
`job_onet_specific_occupation_detail`	92,913,893	92913893	3.8%	T
`job_start_date`	327,119,115	327119115	13.2%
`job_summary`	64,007,931	64007931	2.6%	T
`job_title`	511,497,878	511497878	20.7%
`job_title_levels`	127,210,976	127210976	5.1%
`job_title_role`	166,429,344	166429344	6.7%
`job_title_sub_role`	96,942,825	96942825	3.9%
`languages`	293,537,924	293537924	11.9%	T
`languages.name`	293,537,924	293537924	11.9%	T
`languages.proficiency`	21,830,405	21830405	0.9%	T
`last_initial`	2,472,221,285	2472221285	100.0%
`last_name`	2,460,209,275	2460209275	99.5%
`linkedin_connections`	505,204,864	505204864	20.4%	T
`linkedin_id`	497,576,178	497576178	20.1%
`linkedin_url`	709,486,678	709486678	28.7%
`linkedin_username`	709,486,678	709486678	28.7%
`location_address_line_2`	68,149,106	68149106	2.8%
`location_continent`	1,727,228,302	1727228302	69.9%
`location_country`	1,720,338,849	1720338849	69.6%
`location_geo`	1,246,054,697	1246054697	50.4%
`location_last_updated`	1,099,748,997	1099748997	44.5%
`location_locality`	1,286,325,543	1286325543	52.0%
`location_metro`	600,547,025	600547025	24.3%
`location_name`	1,720,360,388	1720360388	69.6%
`location_names`	1,383,477,563	1383477563	56.0%
`location_postal_code`	497,052,466	497052466	20.1%
`location_region`	1,438,222,705	1438222705	58.2%
`location_street_address`	481,234,885	481234885	19.5%
`middle_initial`	626,678,277	626678277	25.3%
`middle_name`	411,822,102	411822102	16.7%
`mobile_phone`	514,875,597	514875597	20.8%
`name_aliases`	127,718,963	127718963	5.2%	T
`num_records`	2,472,221,285	2472221285	100.0%	T
`num_sources`	2,472,221,285	2472221285	100.0%	T
`personal_emails`	449,945,178	449945178	18.2%
`phone_numbers`	928,078,378	928078378	37.5%
`phones`	928,078,378	928078378	37.5%	T
`phones.first_seen`	928,078,378	928078378	37.5%	T
`phones.last_seen`	928,078,378	928078378	37.5%	T
`phones.num_sources`	928,078,378	928078378	37.5%	T
`phones.number`	928,078,378	928078378	37.5%	T
`possible_birth_dates`	183,146,328	183146328	7.4%	T
`possible_emails`	121,568,277	121568277	4.9%	T
`possible_emails.address`	121,568,277	121568277	4.9%	T
`possible_emails.first_seen`	121,568,277	121568277	4.9%	T
`possible_emails.last_seen`	121,568,277	121568277	4.9%	T
`possible_emails.num_sources`	121,568,277	121568277	4.9%	T
`possible_emails.type`	102,132,616	102132616	4.1%	T
`possible_location_names`	907,141,909	907141909	36.7%	T
`possible_phones`	53,694,493	53694493	2.2%	T
`possible_phones.first_seen`	53,694,493	53694493	2.2%	T
`possible_phones.last_seen`	53,694,493	53694493	2.2%	T
`possible_phones.num_sources`	53,694,493	53694493	2.2%	T
`possible_phones.number`	53,694,493	53694493	2.2%	T
`possible_profiles`	70,978,956	70978956	2.9%	T
`possible_profiles.first_seen`	70,978,956	70978956	2.9%	T
`possible_profiles.id`	49,287,547	49287547	2.0%	T
`possible_profiles.last_seen`	70,978,956	70978956	2.9%	T
`possible_profiles.network`	70,978,956	70978956	2.9%	T
`possible_profiles.num_sources`	70,978,956	70978956	2.9%	T
`possible_profiles.url`	70,978,956	70978956	2.9%	T
`possible_profiles.username`	52,415,783	52415783	2.1%	T
`possible_street_addresses`	51,403,679	51403679	2.1%	T
`possible_street_addresses.address_line_2`	9,927,951	9927951	0.4%	T
`possible_street_addresses.continent`	51,403,679	51403679	2.1%	T
`possible_street_addresses.country`	51,403,679	51403679	2.1%	T
`possible_street_addresses.first_seen`	51,403,679	51403679	2.1%	T
`possible_street_addresses.geo`	51,141,566	51141566	2.1%	T
`possible_street_addresses.last_seen`	51,403,679	51403679	2.1%	T
`possible_street_addresses.locality`	51,403,679	51403679	2.1%	T
`possible_street_addresses.metro`	43,925,965	43925965	1.8%	T
`possible_street_addresses.name`	51,403,679	51403679	2.1%	T
`possible_street_addresses.num_sources`	51,403,679	51403679	2.1%	T
`possible_street_addresses.postal_code`	50,985,868	50985868	2.1%	T
`possible_street_addresses.region`	51,403,679	51403679	2.1%	T
`possible_street_addresses.street_address`	51,403,679	51403679	2.1%	T
`profiles`	1,813,648,406	1813648406	73.4%
`profiles.first_seen`	1,813,648,406	1813648406	73.4%	T
`profiles.id`	1,492,440,837	1492440837	60.4%
`profiles.last_seen`	1,813,648,406	1813648406	73.4%	T
`profiles.network`	1,813,648,406	1813648406	73.4%
`profiles.num_sources`	1,813,648,406	1813648406	73.4%	T
`profiles.url`	1,813,648,406	1813648406	73.4%
`profiles.username`	1,505,477,596	1505477596	60.9%
`recommended_personal_email`	449,870,896	449870896	18.2%
`regions`	1,506,192,133	1506192133	60.9%
`sex`	1,765,634,930	1765634930	71.4%
`skills`	159,686,696	159686696	6.5%
`street_addresses`	494,131,499	494131499	20.0%
`street_addresses.address_line_2`	175,805,554	175805554	7.1%
`street_addresses.continent`	494,131,499	494131499	20.0%
`street_addresses.country`	494,131,499	494131499	20.0%
`street_addresses.first_seen`	494,131,499	494131499	20.0%	T
`street_addresses.geo`	491,473,363	491473363	19.9%
`street_addresses.last_seen`	494,131,499	494131499	20.0%	T
`street_addresses.locality`	494,131,499	494131499	20.0%
`street_addresses.metro`	431,931,501	431931501	17.5%
`street_addresses.name`	494,131,499	494131499	20.0%
`street_addresses.num_sources`	494,131,499	494131499	20.0%	T
`street_addresses.postal_code`	492,905,043	492905043	19.9%
`street_addresses.region`	494,131,499	494131499	20.0%
`street_addresses.street_address`	494,131,499	494131499	20.0%
`summary`	134,531,053	134531053	5.4%	T
`twitter_url`	56,573,637	56573637	2.3%
`twitter_username`	56,573,637	56573637	2.3%
`work_email`	88,854,632	88854632	3.6%

Stats shown are accurate as of data version 28.2