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`	2,443,689,224	2443689224	100.0%
`birth_date`	177,496,897	177496897	7.3%
`birth_year`	358,231,243	358231243	14.7%
`certifications`	62,157,466	62157466	2.5%
`certifications.end_date`	49,198,759	49198759	2.0%
`certifications.name`	62,157,466	62157466	2.5%
`certifications.organization`	61,020,671	61020671	2.5%
`certifications.start_date`	51,917,358	51917358	2.1%
`countries`	1,801,846,003	1801846003	73.7%
`education`	694,538,237	694538237	28.4%
`education.degrees`	181,668,118	181668118	7.4%
`education.end_date`	316,644,838	316644838	13.0%
`education.gpa`	11,508,486	11508486	0.5%
`education.majors`	234,819,988	234819988	9.6%
`education.minors`	1,668,104	1668104	0.1%
`education.raw`	352,824,213	352824213	14.4%
`education.school`	690,852,685	690852685	28.3%
`education.school.domain`	579,870,494	579870494	23.7%
`education.school.facebook_url`	370,538,844	370538844	15.2%
`education.school.id`	600,134,763	600134763	24.6%
`education.school.linkedin_id`	600,134,763	600134763	24.6%
`education.school.linkedin_url`	600,134,763	600134763	24.6%
`education.school.location`	558,719,685	558719685	22.9%
`education.school.location.continent`	558,719,685	558719685	22.9%
`education.school.location.country`	558,706,330	558706330	22.9%
`education.school.location.locality`	541,482,326	541482326	22.2%
`education.school.location.name`	558,719,685	558719685	22.9%
`education.school.location.region`	555,171,298	555171298	22.7%
`education.school.name`	690,821,682	690821682	28.3%
`education.school.raw`	690,852,685	690852685	28.3%
`education.school.twitter_url`	347,337,131	347337131	14.2%
`education.school.type`	669,328,240	669328240	27.4%
`education.school.website`	579,870,494	579870494	23.7%
`education.start_date`	300,949,599	300949599	12.3%
`education.summary`	66,731,901	66731901	2.7%
`emails`	639,925,771	639925771	26.2%
`emails.address`	639,925,771	639925771	26.2%
`emails.first_seen`	639,925,771	639925771	26.2%
`emails.last_seen`	639,925,771	639925771	26.2%
`emails.num_sources`	639,925,771	639925771	26.2%
`emails.type`	568,526,866	568526866	23.3%
`experience`	904,739,718	904739718	37.0%
`experience.company`	864,556,152	864556152	35.4%
`experience.company.facebook_url`	357,503,067	357503067	14.6%
`experience.company.founded`	442,272,076	442272076	18.1%
`experience.company.id`	566,236,789	566236789	23.2%
`experience.company.industry`	546,281,092	546281092	22.4%
`experience.company.linkedin_id`	566,236,789	566236789	23.2%
`experience.company.linkedin_url`	566,236,789	566236789	23.2%
`experience.company.location`	543,423,986	543423986	22.2%
`experience.company.location.address_line_2`	84,189,267	84189267	3.4%
`experience.company.location.continent`	542,192,946	542192946	22.2%
`experience.company.location.country`	543,420,270	543420270	22.2%
`experience.company.location.geo`	496,586,526	496586526	20.3%
`experience.company.location.locality`	505,147,053	505147053	20.7%
`experience.company.location.metro`	230,073,491	230073491	9.4%
`experience.company.location.name`	543,423,986	543423986	22.2%
`experience.company.location.postal_code`	465,598,692	465598692	19.1%
`experience.company.location.region`	517,717,696	517717696	21.2%
`experience.company.location.street_address`	424,002,641	424002641	17.4%
`experience.company.name`	864,556,152	864556152	35.4%
`experience.company.raw`	864,535,658	864535658	35.4%
`experience.company.size`	566,236,789	566236789	23.2%
`experience.company.ticker`	129,273,548	129273548	5.3%
`experience.company.twitter_url`	349,708,965	349708965	14.3%
`experience.company.type`	566,236,789	566236789	23.2%
`experience.company.website`	520,168,245	520168245	21.3%
`experience.end_date`	270,180,663	270180663	11.1%
`experience.first_seen`	904,739,718	904739718	37.0%
`experience.is_primary`	904,739,718	904739718	37.0%
`experience.last_seen`	904,739,718	904739718	37.0%
`experience.location_names`	342,984,997	342984997	14.0%
`experience.num_sources`	904,739,718	904739718	37.0%
`experience.start_date`	431,523,911	431523911	17.7%
`experience.summary`	179,535,148	179535148	7.3%
`experience.title`	760,370,070	760370070	31.1%
`experience.title.class`	489,341,020	489341020	20.0%
`experience.title.levels`	253,051,329	253051329	10.4%
`experience.title.name`	760,370,070	760370070	31.1%
`experience.title.raw`	760,370,070	760370070	31.1%
`experience.title.role`	489,341,020	489341020	20.0%
`experience.title.sub_role`	428,171,941	428171941	17.5%
`facebook_friends`	38,889,201	38889201	1.6%
`facebook_id`	1,005,446,366	1005446366	41.1%
`facebook_url`	716,113,966	716113966	29.3%
`facebook_username`	716,113,966	716113966	29.3%
`first_name`	2,443,689,224	2443689224	100.0%
`first_seen`	2,443,689,224	2443689224	100.0%
`full_name`	2,443,689,224	2443689224	100.0%
`github_url`	3,556,414	3556414	0.1%
`github_username`	3,556,414	3556414	0.1%
`headline`	92,526,656	92526656	3.8%
`id`	2,443,689,224	2443689224	100.0%
`industry`	411,016,670	411016670	16.8%
`inferred_salary`	281,317,822	281317822	11.5%
`inferred_years_experience`	429,319,936	429319936	17.6%
`interests`	101,891,403	101891403	4.2%
`job_company_12mo_employee_growth_rate`	335,877,358	335877358	13.7%
`job_company_employee_count`	340,282,456	340282456	13.9%
`job_company_facebook_url`	173,627,687	173627687	7.1%
`job_company_founded`	245,912,840	245912840	10.1%
`job_company_id`	340,311,623	340311623	13.9%
`job_company_industry`	326,157,904	326157904	13.3%
`job_company_inferred_revenue`	340,282,456	340282456	13.9%
`job_company_linkedin_id`	340,311,623	340311623	13.9%
`job_company_linkedin_url`	340,311,623	340311623	13.9%
`job_company_location_address_line_2`	29,756,196	29756196	1.2%
`job_company_location_continent`	320,544,255	320544255	13.1%
`job_company_location_country`	321,497,960	321497960	13.2%
`job_company_location_geo`	284,460,267	284460267	11.6%
`job_company_location_locality`	292,164,103	292164103	12.0%
`job_company_location_metro`	101,664,642	101664642	4.2%
`job_company_location_name`	321,502,817	321502817	13.2%
`job_company_location_postal_code`	255,377,931	255377931	10.5%
`job_company_location_region`	303,591,586	303591586	12.4%
`job_company_location_street_address`	223,428,376	223428376	9.1%
`job_company_name`	522,206,169	522206169	21.4%
`job_company_size`	340,311,623	340311623	13.9%
`job_company_ticker`	52,057,862	52057862	2.1%
`job_company_total_funding_raised`	69,405,633	69405633	2.8%
`job_company_twitter_url`	168,410,651	168410651	6.9%
`job_company_type`	340,311,623	340311623	13.9%
`job_company_website`	300,843,342	300843342	12.3%
`job_history`	904,819,541	904819541	37.0%
`job_history.company_id`	575,156,075	575156075	23.5%
`job_history.company_name`	864,967,272	864967272	35.4%
`job_history.first_seen`	904,819,541	904819541	37.0%
`job_history.last_seen`	904,819,541	904819541	37.0%
`job_history.num_sources`	904,819,541	904819541	37.0%
`job_history.title`	760,472,355	760472355	31.1%
`job_last_changed`	553,189,268	553189268	22.6%
`job_last_verified`	553,189,268	553189268	22.6%
`job_onet_broad_occupation`	245,472,629	245472629	10.0%
`job_onet_code`	245,472,629	245472629	10.0%
`job_onet_major_group`	245,472,629	245472629	10.0%
`job_onet_minor_group`	245,472,629	245472629	10.0%
`job_onet_specific_occupation`	245,472,629	245472629	10.0%
`job_onet_specific_occupation_detail`	97,006,929	97006929	4.0%
`job_start_date`	337,604,461	337604461	13.8%
`job_summary`	76,391,201	76391201	3.1%
`job_title`	536,543,338	536543338	22.0%
`job_title_class`	296,635,007	296635007	12.1%
`job_title_levels`	131,894,049	131894049	5.4%
`job_title_role`	296,635,007	296635007	12.1%
`job_title_sub_role`	242,003,552	242003552	9.9%
`languages`	301,160,664	301160664	12.3%
`languages.name`	301,160,664	301160664	12.3%
`languages.proficiency`	23,298,259	23298259	1.0%
`last_initial`	2,443,689,224	2443689224	100.0%
`last_name`	2,430,387,952	2430387952	99.5%
`linkedin_connections`	506,248,914	506248914	20.7%
`linkedin_id`	496,445,882	496445882	20.3%
`linkedin_url`	743,708,677	743708677	30.4%
`linkedin_username`	743,708,677	743708677	30.4%
`location_address_line_2`	71,920,603	71920603	2.9%
`location_continent`	1,801,875,914	1801875914	73.7%
`location_country`	1,801,835,523	1801835523	73.7%
`location_geo`	1,469,769,965	1469769965	60.1%
`location_last_updated`	1,109,139,530	1109139530	45.4%
`location_locality`	1,484,747,649	1484747649	60.8%
`location_metro`	608,270,889	608270889	24.9%
`location_name`	1,801,875,914	1801875914	73.7%
`location_names`	1,484,747,649	1484747649	60.8%
`location_postal_code`	498,623,927	498623927	20.4%
`location_region`	1,582,863,568	1582863568	64.8%
`location_street_address`	473,936,068	473936068	19.4%
`middle_initial`	616,656,773	616656773	25.2%
`middle_name`	413,199,418	413199418	16.9%
`mobile_phone`	505,905,838	505905838	20.7%
`name_aliases`	127,190,857	127190857	5.2%
`num_records`	2,443,689,224	2443689224	100.0%
`num_sources`	2,443,689,224	2443689224	100.0%
`personal_emails`	432,579,329	432579329	17.7%
`phone_numbers`	899,588,344	899588344	36.8%
`phones`	899,588,344	899588344	36.8%
`phones.first_seen`	899,588,344	899588344	36.8%
`phones.last_seen`	899,588,344	899588344	36.8%
`phones.num_sources`	899,588,344	899588344	36.8%
`phones.number`	899,588,344	899588344	36.8%
`possible_birth_dates`	176,438,145	176438145	7.2%
`possible_emails`	117,476,957	117476957	4.8%
`possible_emails.address`	117,476,957	117476957	4.8%
`possible_emails.first_seen`	117,476,957	117476957	4.8%
`possible_emails.last_seen`	117,476,957	117476957	4.8%
`possible_emails.num_sources`	117,476,957	117476957	4.8%
`possible_emails.type`	98,878,383	98878383	4.0%
`possible_location_names`	1,053,833,743	1053833743	43.1%
`possible_phones`	50,145,868	50145868	2.1%
`possible_phones.first_seen`	50,145,868	50145868	2.1%
`possible_phones.last_seen`	50,145,868	50145868	2.1%
`possible_phones.num_sources`	50,145,868	50145868	2.1%
`possible_phones.number`	50,145,868	50145868	2.1%
`possible_profiles`	65,774,897	65774897	2.7%
`possible_profiles.first_seen`	65,774,897	65774897	2.7%
`possible_profiles.id`	47,352,911	47352911	1.9%
`possible_profiles.last_seen`	65,774,897	65774897	2.7%
`possible_profiles.network`	65,774,897	65774897	2.7%
`possible_profiles.num_sources`	65,774,897	65774897	2.7%
`possible_profiles.url`	65,774,897	65774897	2.7%
`possible_profiles.username`	47,238,929	47238929	1.9%
`possible_street_addresses`	44,816,398	44816398	1.8%
`possible_street_addresses.address_line_2`	9,110,725	9110725	0.4%
`possible_street_addresses.continent`	44,816,398	44816398	1.8%
`possible_street_addresses.country`	44,816,388	44816388	1.8%
`possible_street_addresses.first_seen`	44,816,398	44816398	1.8%
`possible_street_addresses.geo`	44,789,803	44789803	1.8%
`possible_street_addresses.last_seen`	44,816,398	44816398	1.8%
`possible_street_addresses.locality`	44,792,044	44792044	1.8%
`possible_street_addresses.metro`	37,984,291	37984291	1.6%
`possible_street_addresses.name`	44,816,398	44816398	1.8%
`possible_street_addresses.num_sources`	44,816,398	44816398	1.8%
`possible_street_addresses.postal_code`	44,347,067	44347067	1.8%
`possible_street_addresses.region`	44,810,181	44810181	1.8%
`possible_street_addresses.street_address`	44,816,398	44816398	1.8%
`profiles`	1,851,142,826	1851142826	75.8%
`profiles.first_seen`	1,851,142,826	1851142826	75.8%
`profiles.id`	1,493,114,936	1493114936	61.1%
`profiles.last_seen`	1,851,142,826	1851142826	75.8%
`profiles.network`	1,851,142,826	1851142826	75.8%
`profiles.num_sources`	1,851,142,826	1851142826	75.8%
`profiles.url`	1,851,142,826	1851142826	75.8%
`profiles.username`	1,543,208,028	1543208028	63.2%
`recommended_personal_email`	432,518,004	432518004	17.7%
`regions`	1,587,067,831	1587067831	64.9%
`sex`	1,732,356,865	1732356865	70.9%
`skills`	145,016,476	145016476	5.9%
`street_addresses`	483,381,636	483381636	19.8%
`street_addresses.address_line_2`	173,981,699	173981699	7.1%
`street_addresses.continent`	483,381,636	483381636	19.8%
`street_addresses.country`	483,381,449	483381449	19.8%
`street_addresses.first_seen`	483,381,636	483381636	19.8%
`street_addresses.geo`	481,546,951	481546951	19.7%
`street_addresses.last_seen`	483,381,636	483381636	19.8%
`street_addresses.locality`	481,641,732	481641732	19.7%
`street_addresses.metro`	414,090,849	414090849	16.9%
`street_addresses.name`	483,381,636	483381636	19.8%
`street_addresses.num_sources`	483,381,636	483381636	19.8%
`street_addresses.postal_code`	479,016,799	479016799	19.6%
`street_addresses.region`	482,663,398	482663398	19.8%
`street_addresses.street_address`	483,381,636	483381636	19.8%
`summary`	173,715,177	173715177	7.1%
`twitter_url`	55,820,018	55820018	2.3%
`twitter_username`	55,820,018	55820018	2.3%
`work_email`	84,513,459	84513459	3.5%

Stats shown are accurate as of data version 31.1