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`	2,446,253,614	2446253614	100.0%
`birth_date`	176,690,509	176690509	7.2%
`birth_year`	356,906,999	356906999	14.6%
`certifications`	64,389,507	64389507	2.6%
`certifications.end_date`	51,448,697	51448697	2.1%
`certifications.name`	64,389,507	64389507	2.6%
`certifications.organization`	63,281,732	63281732	2.6%
`certifications.start_date`	54,138,006	54138006	2.2%
`countries`	1,803,773,116	1803773116	73.7%
`education`	697,671,179	697671179	28.5%
`education.degrees`	184,303,956	184303956	7.5%
`education.end_date`	319,462,600	319462600	13.1%
`education.gpa`	11,855,058	11855058	0.5%
`education.majors`	237,986,635	237986635	9.7%
`education.minors`	1,714,623	1714623	0.1%
`education.raw`	356,148,231	356148231	14.6%
`education.school`	693,983,165	693983165	28.4%
`education.school.domain`	582,976,144	582976144	23.8%
`education.school.facebook_url`	372,752,404	372752404	15.2%
`education.school.id`	603,295,247	603295247	24.7%
`education.school.linkedin_id`	603,295,247	603295247	24.7%
`education.school.linkedin_url`	603,295,247	603295247	24.7%
`education.school.location`	564,484,231	564484231	23.1%
`education.school.location.continent`	564,484,231	564484231	23.1%
`education.school.location.country`	564,470,865	564470865	23.1%
`education.school.location.locality`	546,115,160	546115160	22.3%
`education.school.location.name`	564,484,231	564484231	23.1%
`education.school.location.region`	559,743,587	559743587	22.9%
`education.school.name`	693,951,925	693951925	28.4%
`education.school.raw`	693,983,165	693983165	28.4%
`education.school.twitter_url`	349,418,601	349418601	14.3%
`education.school.type`	672,435,100	672435100	27.5%
`education.school.website`	582,976,144	582976144	23.8%
`education.start_date`	303,860,514	303860514	12.4%
`education.summary`	68,160,677	68160677	2.8%
`emails`	638,794,439	638794439	26.1%
`emails.address`	638,794,439	638794439	26.1%
`emails.first_seen`	638,794,439	638794439	26.1%
`emails.last_seen`	638,794,439	638794439	26.1%
`emails.num_sources`	638,794,439	638794439	26.1%
`emails.type`	567,585,490	567585490	23.2%
`experience`	910,038,325	910038325	37.2%
`experience.company`	869,911,983	869911983	35.6%
`experience.company.facebook_url`	362,684,790	362684790	14.8%
`experience.company.founded`	455,036,683	455036683	18.6%
`experience.company.id`	594,865,914	594865914	24.3%
`experience.company.industry`	569,240,633	569240633	23.3%
`experience.company.linkedin_id`	594,865,914	594865914	24.3%
`experience.company.linkedin_url`	594,865,914	594865914	24.3%
`experience.company.location`	571,547,739	571547739	23.4%
`experience.company.location.address_line_2`	90,432,844	90432844	3.7%
`experience.company.location.continent`	570,404,221	570404221	23.3%
`experience.company.location.country`	571,544,829	571544829	23.4%
`experience.company.location.geo`	517,555,177	517555177	21.2%
`experience.company.location.locality`	526,679,126	526679126	21.5%
`experience.company.location.metro`	235,332,561	235332561	9.6%
`experience.company.location.name`	571,547,739	571547739	23.4%
`experience.company.location.postal_code`	476,078,443	476078443	19.5%
`experience.company.location.region`	540,365,543	540365543	22.1%
`experience.company.location.street_address`	447,389,564	447389564	18.3%
`experience.company.name`	869,894,609	869894609	35.6%
`experience.company.raw`	869,891,524	869891524	35.6%
`experience.company.size`	594,865,914	594865914	24.3%
`experience.company.ticker`	131,035,943	131035943	5.4%
`experience.company.twitter_url`	346,191,246	346191246	14.2%
`experience.company.type`	594,865,914	594865914	24.3%
`experience.company.website`	541,819,037	541819037	22.1%
`experience.end_date`	274,334,046	274334046	11.2%
`experience.first_seen`	910,038,325	910038325	37.2%
`experience.is_primary`	910,038,325	910038325	37.2%
`experience.last_seen`	910,038,325	910038325	37.2%
`experience.location_names`	329,104,849	329104849	13.5%
`experience.num_sources`	910,038,325	910038325	37.2%
`experience.start_date`	436,282,668	436282668	17.8%
`experience.summary`	184,080,460	184080460	7.5%
`experience.title`	765,740,013	765740013	31.3%
`experience.title.class`	493,985,772	493985772	20.2%
`experience.title.levels`	256,315,659	256315659	10.5%
`experience.title.name`	765,740,013	765740013	31.3%
`experience.title.raw`	765,740,013	765740013	31.3%
`experience.title.role`	493,985,772	493985772	20.2%
`experience.title.sub_role`	432,563,023	432563023	17.7%
`facebook_friends`	38,834,911	38834911	1.6%
`facebook_id`	1,005,239,205	1005239205	41.1%
`facebook_url`	715,886,284	715886284	29.3%
`facebook_username`	715,886,284	715886284	29.3%
`first_name`	2,446,253,614	2446253614	100.0%
`first_seen`	2,446,253,614	2446253614	100.0%
`full_name`	2,446,253,614	2446253614	100.0%
`github_url`	3,549,281	3549281	0.1%
`github_username`	3,549,281	3549281	0.1%
`headline`	109,769,720	109769720	4.5%
`id`	2,446,253,614	2446253614	100.0%
`industry`	415,209,374	415209374	17.0%
`inferred_salary`	284,143,855	284143855	11.6%
`inferred_years_experience`	433,974,346	433974346	17.7%
`interests`	101,545,962	101545962	4.2%
`job_company_12mo_employee_growth_rate`	353,040,532	353040532	14.4%
`job_company_employee_count`	358,106,737	358106737	14.6%
`job_company_facebook_url`	175,703,064	175703064	7.2%
`job_company_founded`	253,759,049	253759049	10.4%
`job_company_id`	358,140,954	358140954	14.6%
`job_company_industry`	338,478,623	338478623	13.8%
`job_company_inferred_revenue`	358,106,737	358106737	14.6%
`job_company_linkedin_id`	358,140,954	358140954	14.6%
`job_company_linkedin_url`	358,140,954	358140954	14.6%
`job_company_location_address_line_2`	32,137,915	32137915	1.3%
`job_company_location_continent`	337,573,747	337573747	13.8%
`job_company_location_country`	338,467,063	338467063	13.8%
`job_company_location_geo`	294,978,462	294978462	12.1%
`job_company_location_locality`	303,099,355	303099355	12.4%
`job_company_location_metro`	104,332,548	104332548	4.3%
`job_company_location_name`	338,471,368	338471368	13.8%
`job_company_location_postal_code`	254,745,825	254745825	10.4%
`job_company_location_region`	315,666,176	315666176	12.9%
`job_company_location_street_address`	236,159,038	236159038	9.7%
`job_company_name`	526,092,398	526092398	21.5%
`job_company_size`	358,140,954	358140954	14.6%
`job_company_ticker`	52,582,466	52582466	2.1%
`job_company_total_funding_raised`	71,441,894	71441894	2.9%
`job_company_twitter_url`	168,773,379	168773379	6.9%
`job_company_type`	358,140,954	358140954	14.6%
`job_company_website`	314,020,726	314020726	12.8%
`job_history`	910,123,434	910123434	37.2%
`job_history.company_id`	603,812,417	603812417	24.7%
`job_history.company_name`	870,313,008	870313008	35.6%
`job_history.first_seen`	910,123,434	910123434	37.2%
`job_history.last_seen`	910,123,434	910123434	37.2%
`job_history.num_sources`	910,123,434	910123434	37.2%
`job_history.title`	765,847,809	765847809	31.3%
`job_last_changed`	557,193,647	557193647	22.8%
`job_last_verified`	557,193,647	557193647	22.8%
`job_onet_broad_occupation`	247,498,479	247498479	10.1%
`job_onet_code`	247,498,479	247498479	10.1%
`job_onet_major_group`	247,498,479	247498479	10.1%
`job_onet_minor_group`	247,498,479	247498479	10.1%
`job_onet_specific_occupation`	247,498,479	247498479	10.1%
`job_onet_specific_occupation_detail`	97,944,124	97944124	4.0%
`job_start_date`	340,759,529	340759529	13.9%
`job_summary`	79,724,379	79724379	3.3%
`job_title`	540,526,878	540526878	22.1%
`job_title_class`	299,077,003	299077003	12.2%
`job_title_levels`	133,431,738	133431738	5.5%
`job_title_role`	299,077,003	299077003	12.2%
`job_title_sub_role`	243,928,755	243928755	10.0%
`languages`	300,927,718	300927718	12.3%
`languages.name`	300,927,718	300927718	12.3%
`languages.proficiency`	23,753,003	23753003	1.0%
`last_initial`	2,446,253,614	2446253614	100.0%
`last_name`	2,433,125,401	2433125401	99.5%
`linkedin_connections`	506,187,203	506187203	20.7%
`linkedin_id`	535,638,481	535638481	21.9%
`linkedin_url`	748,251,794	748251794	30.6%
`linkedin_username`	748,251,794	748251794	30.6%
`location_address_line_2`	71,485,275	71485275	2.9%
`location_continent`	1,803,803,004	1803803004	73.7%
`location_country`	1,803,744,036	1803744036	73.7%
`location_geo`	1,466,643,029	1466643029	60.0%
`location_last_updated`	1,113,597,527	1113597527	45.5%
`location_locality`	1,481,896,267	1481896267	60.6%
`location_metro`	609,201,883	609201883	24.9%
`location_name`	1,803,803,004	1803803004	73.7%
`location_names`	1,487,075,935	1487075935	60.8%
`location_postal_code`	498,483,529	498483529	20.4%
`location_region`	1,580,663,692	1580663692	64.6%
`location_street_address`	471,376,639	471376639	19.3%
`middle_initial`	615,269,497	615269497	25.2%
`middle_name`	412,507,185	412507185	16.9%
`mobile_phone`	505,193,933	505193933	20.7%
`name_aliases`	128,555,330	128555330	5.3%
`num_records`	2,446,253,614	2446253614	100.0%
`num_sources`	2,446,253,614	2446253614	100.0%
`personal_emails`	431,673,313	431673313	17.6%
`phone_numbers`	897,700,116	897700116	36.7%
`phones`	897,700,116	897700116	36.7%
`phones.first_seen`	897,700,116	897700116	36.7%
`phones.last_seen`	897,700,116	897700116	36.7%
`phones.num_sources`	897,700,116	897700116	36.7%
`phones.number`	897,700,116	897700116	36.7%
`possible_birth_dates`	175,797,540	175797540	7.2%
`possible_emails`	117,070,457	117070457	4.8%
`possible_emails.address`	117,070,457	117070457	4.8%
`possible_emails.first_seen`	117,070,457	117070457	4.8%
`possible_emails.last_seen`	117,070,457	117070457	4.8%
`possible_emails.num_sources`	117,070,457	117070457	4.8%
`possible_emails.type`	98,603,541	98603541	4.0%
`possible_location_names`	1,053,433,946	1053433946	43.1%
`possible_phones`	49,899,723	49899723	2.0%
`possible_phones.first_seen`	49,899,723	49899723	2.0%
`possible_phones.last_seen`	49,899,723	49899723	2.0%
`possible_phones.num_sources`	49,899,723	49899723	2.0%
`possible_phones.number`	49,899,723	49899723	2.0%
`possible_profiles`	65,605,383	65605383	2.7%
`possible_profiles.first_seen`	65,605,383	65605383	2.7%
`possible_profiles.id`	47,248,702	47248702	1.9%
`possible_profiles.last_seen`	65,605,383	65605383	2.7%
`possible_profiles.network`	65,605,383	65605383	2.7%
`possible_profiles.num_sources`	65,605,383	65605383	2.7%
`possible_profiles.url`	65,605,383	65605383	2.7%
`possible_profiles.username`	47,073,228	47073228	1.9%
`possible_street_addresses`	44,514,486	44514486	1.8%
`possible_street_addresses.address_line_2`	9,053,645	9053645	0.4%
`possible_street_addresses.continent`	44,514,486	44514486	1.8%
`possible_street_addresses.country`	44,514,476	44514476	1.8%
`possible_street_addresses.first_seen`	44,514,486	44514486	1.8%
`possible_street_addresses.geo`	44,492,257	44492257	1.8%
`possible_street_addresses.last_seen`	44,514,486	44514486	1.8%
`possible_street_addresses.locality`	44,494,100	44494100	1.8%
`possible_street_addresses.metro`	37,877,253	37877253	1.5%
`possible_street_addresses.name`	44,514,486	44514486	1.8%
`possible_street_addresses.num_sources`	44,514,486	44514486	1.8%
`possible_street_addresses.postal_code`	44,225,046	44225046	1.8%
`possible_street_addresses.region`	44,508,441	44508441	1.8%
`possible_street_addresses.street_address`	44,514,486	44514486	1.8%
`profiles`	1,855,174,766	1855174766	75.8%
`profiles.first_seen`	1,855,174,766	1855174766	75.8%
`profiles.id`	1,531,863,331	1531863331	62.6%
`profiles.last_seen`	1,855,174,766	1855174766	75.8%
`profiles.network`	1,855,174,766	1855174766	75.8%
`profiles.num_sources`	1,855,174,766	1855174766	75.8%
`profiles.url`	1,855,174,766	1855174766	75.8%
`profiles.username`	1,547,218,156	1547218156	63.2%
`recommended_personal_email`	431,612,453	431612453	17.6%
`regions`	1,589,240,653	1589240653	65.0%
`sex`	1,733,997,064	1733997064	70.9%
`skills`	145,002,025	145002025	5.9%
`street_addresses`	481,250,704	481250704	19.7%
`street_addresses.address_line_2`	172,930,322	172930322	7.1%
`street_addresses.continent`	481,250,704	481250704	19.7%
`street_addresses.country`	481,250,516	481250516	19.7%
`street_addresses.first_seen`	481,250,704	481250704	19.7%
`street_addresses.geo`	479,193,836	479193836	19.6%
`street_addresses.last_seen`	481,250,704	481250704	19.7%
`street_addresses.locality`	479,287,101	479287101	19.6%
`street_addresses.metro`	412,700,758	412700758	16.9%
`street_addresses.name`	481,250,704	481250704	19.7%
`street_addresses.num_sources`	481,250,704	481250704	19.7%
`street_addresses.postal_code`	477,469,814	477469814	19.5%
`street_addresses.region`	480,310,429	480310429	19.6%
`street_addresses.street_address`	481,250,704	481250704	19.7%
`summary`	179,455,014	179455014	7.3%
`twitter_url`	55,773,803	55773803	2.3%
`twitter_username`	55,773,803	55773803	2.3%
`work_email`	76,483,570	76483570	3.1%

Stats shown are accurate as of data version 32.1