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`	2,428,086,973	2428086973	100.0%
`birth_date`	177,984,086	177984086	7.3%
`birth_year`	359,738,436	359738436	14.8%
`certifications`	60,777,596	60777596	2.5%
`certifications.end_date`	47,876,389	47876389	2.0%
`certifications.name`	60,777,596	60777596	2.5%
`certifications.organization`	59,627,600	59627600	2.5%
`certifications.start_date`	50,601,136	50601136	2.1%
`countries`	1,781,128,715	1781128715	73.4%
`education`	573,806,394	573806394	23.6%
`education.degrees`	177,769,629	177769629	7.3%
`education.end_date`	290,899,000	290899000	12.0%
`education.gpa`	11,139,985	11139985	0.5%
`education.majors`	229,945,411	229945411	9.5%
`education.minors`	1,625,689	1625689	0.1%
`education.raw`	323,489,922	323489922	13.3%
`education.school`	559,367,237	559367237	23.0%
`education.school.domain`	389,162,298	389162298	16.0%
`education.school.facebook_url`	275,025,967	275025967	11.3%
`education.school.id`	405,700,832	405700832	16.7%
`education.school.linkedin_id`	405,700,832	405700832	16.7%
`education.school.linkedin_url`	405,700,832	405700832	16.7%
`education.school.location`	369,439,640	369439640	15.2%
`education.school.location.continent`	369,439,640	369439640	15.2%
`education.school.location.country`	369,439,498	369439498	15.2%
`education.school.location.locality`	316,246,793	316246793	13.0%
`education.school.location.name`	369,439,640	369439640	15.2%
`education.school.location.region`	350,429,606	350429606	14.4%
`education.school.name`	559,323,733	559323733	23.0%
`education.school.raw`	559,367,237	559367237	23.0%
`education.school.twitter_url`	259,957,714	259957714	10.7%
`education.school.type`	524,626,091	524626091	21.6%
`education.school.website`	389,162,298	389162298	16.0%
`education.start_date`	276,992,361	276992361	11.4%
`education.summary`	62,481,541	62481541	2.6%
`emails`	641,219,670	641219670	26.4%
`emails.address`	641,219,670	641219670	26.4%
`emails.first_seen`	641,219,670	641219670	26.4%
`emails.last_seen`	641,219,670	641219670	26.4%
`emails.num_sources`	641,219,670	641219670	26.4%
`emails.type`	569,646,211	569646211	23.5%
`experience`	894,128,621	894128621	36.8%
`experience.company`	854,282,049	854282049	35.2%
`experience.company.facebook_url`	350,789,723	350789723	14.4%
`experience.company.founded`	435,339,404	435339404	17.9%
`experience.company.id`	557,440,256	557440256	23.0%
`experience.company.industry`	537,788,845	537788845	22.1%
`experience.company.linkedin_id`	557,440,256	557440256	23.0%
`experience.company.linkedin_url`	557,440,256	557440256	23.0%
`experience.company.location`	533,051,483	533051483	22.0%
`experience.company.location.address_line_2`	81,966,922	81966922	3.4%
`experience.company.location.continent`	531,890,139	531890139	21.9%
`experience.company.location.country`	533,042,116	533042116	22.0%
`experience.company.location.geo`	449,406,513	449406513	18.5%
`experience.company.location.locality`	458,013,177	458013177	18.9%
`experience.company.location.metro`	225,782,684	225782684	9.3%
`experience.company.location.name`	533,051,483	533051483	22.0%
`experience.company.location.postal_code`	403,759,120	403759120	16.6%
`experience.company.location.region`	492,248,266	492248266	20.3%
`experience.company.location.street_address`	415,568,129	415568129	17.1%
`experience.company.name`	854,282,049	854282049	35.2%
`experience.company.raw`	854,261,531	854261531	35.2%
`experience.company.size`	557,440,256	557440256	23.0%
`experience.company.ticker`	125,566,330	125566330	5.2%
`experience.company.twitter_url`	344,756,128	344756128	14.2%
`experience.company.type`	557,440,256	557440256	23.0%
`experience.company.website`	512,131,960	512131960	21.1%
`experience.end_date`	266,073,957	266073957	11.0%
`experience.first_seen`	894,128,621	894128621	36.8%
`experience.is_primary`	894,128,621	894128621	36.8%
`experience.last_seen`	894,128,621	894128621	36.8%
`experience.location_names`	333,307,802	333307802	13.7%
`experience.num_sources`	894,128,621	894128621	36.8%
`experience.start_date`	425,987,559	425987559	17.5%
`experience.summary`	175,066,290	175066290	7.2%
`experience.title`	749,710,227	749710227	30.9%
`experience.title.class`	481,445,916	481445916	19.8%
`experience.title.levels`	250,040,552	250040552	10.3%
`experience.title.name`	749,710,227	749710227	30.9%
`experience.title.raw`	749,710,227	749710227	30.9%
`experience.title.role`	481,445,916	481445916	19.8%
`experience.title.sub_role`	420,010,980	420010980	17.3%
`facebook_friends`	38,919,763	38919763	1.6%
`facebook_id`	1,005,725,648	1005725648	41.4%
`facebook_url`	716,323,383	716323383	29.5%
`facebook_username`	716,323,383	716323383	29.5%
`first_name`	2,428,086,973	2428086973	100.0%
`first_seen`	2,428,086,973	2428086973	100.0%
`full_name`	2,428,086,973	2428086973	100.0%
`github_url`	3,561,382	3561382	0.1%
`github_username`	3,561,382	3561382	0.1%
`headline`	76,792,208	76792208	3.2%
`id`	2,428,086,973	2428086973	100.0%
`industry`	409,060,709	409060709	16.8%
`inferred_salary`	276,159,873	276159873	11.4%
`inferred_years_experience`	423,902,613	423902613	17.5%
`interests`	102,116,645	102116645	4.2%
`job_company_12mo_employee_growth_rate`	329,185,831	329185831	13.6%
`job_company_employee_count`	333,476,838	333476838	13.7%
`job_company_facebook_url`	169,414,737	169414737	7.0%
`job_company_founded`	241,146,698	241146698	9.9%
`job_company_id`	333,505,824	333505824	13.7%
`job_company_industry`	319,651,912	319651912	13.2%
`job_company_inferred_revenue`	333,476,838	333476838	13.7%
`job_company_linkedin_id`	333,505,824	333505824	13.7%
`job_company_linkedin_url`	333,505,824	333505824	13.7%
`job_company_location_address_line_2`	28,933,953	28933953	1.2%
`job_company_location_continent`	312,655,307	312655307	12.9%
`job_company_location_country`	313,536,999	313536999	12.9%
`job_company_location_geo`	242,831,081	242831081	10.0%
`job_company_location_locality`	249,841,728	249841728	10.3%
`job_company_location_metro`	97,874,808	97874808	4.0%
`job_company_location_name`	313,548,040	313548040	12.9%
`job_company_location_postal_code`	208,496,205	208496205	8.6%
`job_company_location_region`	280,527,402	280527402	11.6%
`job_company_location_street_address`	217,670,127	217670127	9.0%
`job_company_name`	513,312,545	513312545	21.1%
`job_company_size`	333,505,824	333505824	13.7%
`job_company_ticker`	50,068,350	50068350	2.1%
`job_company_total_funding_raised`	66,760,993	66760993	2.7%
`job_company_twitter_url`	165,461,735	165461735	6.8%
`job_company_type`	333,505,824	333505824	13.7%
`job_company_website`	294,859,420	294859420	12.1%
`job_history`	894,207,351	894207351	36.8%
`job_history.company_id`	566,348,781	566348781	23.3%
`job_history.company_name`	854,688,066	854688066	35.2%
`job_history.first_seen`	894,207,351	894207351	36.8%
`job_history.last_seen`	894,207,351	894207351	36.8%
`job_history.num_sources`	894,207,351	894207351	36.8%
`job_history.title`	749,811,381	749811381	30.9%
`job_last_changed`	543,878,740	543878740	22.4%
`job_last_verified`	543,878,740	543878740	22.4%
`job_onet_broad_occupation`	242,408,121	242408121	10.0%
`job_onet_code`	242,408,121	242408121	10.0%
`job_onet_major_group`	242,408,121	242408121	10.0%
`job_onet_minor_group`	242,408,121	242408121	10.0%
`job_onet_specific_occupation`	242,408,121	242408121	10.0%
`job_onet_specific_occupation_detail`	95,587,589	95587589	3.9%
`job_start_date`	333,502,923	333502923	13.7%
`job_summary`	72,245,393	72245393	3.0%
`job_title`	527,233,742	527233742	21.7%
`job_title_class`	291,548,597	291548597	12.0%
`job_title_levels`	129,849,440	129849440	5.3%
`job_title_role`	291,548,597	291548597	12.0%
`job_title_sub_role`	238,068,774	238068774	9.8%
`languages`	300,710,277	300710277	12.4%
`languages.name`	300,710,277	300710277	12.4%
`languages.proficiency`	22,710,099	22710099	0.9%
`last_initial`	2,428,086,973	2428086973	100.0%
`last_name`	2,415,476,850	2415476850	99.5%
`linkedin_connections`	505,620,671	505620671	20.8%
`linkedin_id`	493,006,675	493006675	20.3%
`linkedin_url`	725,221,780	725221780	29.9%
`linkedin_username`	725,221,780	725221780	29.9%
`location_address_line_2`	71,520,430	71520430	2.9%
`location_continent`	1,781,178,148	1781178148	73.4%
`location_country`	1,781,086,498	1781086498	73.4%
`location_geo`	1,427,444,022	1427444022	58.8%
`location_last_updated`	1,089,322,039	1089322039	44.9%
`location_locality`	1,455,220,773	1455220773	59.9%
`location_metro`	608,284,841	608284841	25.1%
`location_name`	1,781,178,148	1781178148	73.4%
`location_names`	1,455,220,773	1455220773	59.9%
`location_postal_code`	498,973,230	498973230	20.6%
`location_region`	1,564,376,823	1564376823	64.4%
`location_street_address`	475,592,613	475592613	19.6%
`middle_initial`	615,797,907	615797907	25.4%
`middle_name`	411,608,355	411608355	17.0%
`mobile_phone`	506,507,452	506507452	20.9%
`name_aliases`	126,724,890	126724890	5.2%
`num_records`	2,428,086,973	2428086973	100.0%
`num_sources`	2,428,086,973	2428086973	100.0%
`personal_emails`	433,647,042	433647042	17.9%
`phone_numbers`	901,351,476	901351476	37.1%
`phones`	901,351,476	901351476	37.1%
`phones.first_seen`	901,351,476	901351476	37.1%
`phones.last_seen`	901,351,476	901351476	37.1%
`phones.num_sources`	901,351,476	901351476	37.1%
`phones.number`	901,351,476	901351476	37.1%
`possible_birth_dates`	177,047,702	177047702	7.3%
`possible_emails`	117,740,799	117740799	4.8%
`possible_emails.address`	117,740,799	117740799	4.8%
`possible_emails.first_seen`	117,740,799	117740799	4.8%
`possible_emails.last_seen`	117,740,799	117740799	4.8%
`possible_emails.num_sources`	117,740,799	117740799	4.8%
`possible_emails.type`	99,068,784	99068784	4.1%
`possible_location_names`	915,460,114	915460114	37.7%
`possible_phones`	50,306,421	50306421	2.1%
`possible_phones.first_seen`	50,306,421	50306421	2.1%
`possible_phones.last_seen`	50,306,421	50306421	2.1%
`possible_phones.num_sources`	50,306,421	50306421	2.1%
`possible_phones.number`	50,306,421	50306421	2.1%
`possible_profiles`	65,877,112	65877112	2.7%
`possible_profiles.first_seen`	65,877,112	65877112	2.7%
`possible_profiles.id`	47,415,601	47415601	2.0%
`possible_profiles.last_seen`	65,877,112	65877112	2.7%
`possible_profiles.network`	65,877,112	65877112	2.7%
`possible_profiles.num_sources`	65,877,112	65877112	2.7%
`possible_profiles.url`	65,877,112	65877112	2.7%
`possible_profiles.username`	47,337,290	47337290	1.9%
`possible_street_addresses`	45,654,994	45654994	1.9%
`possible_street_addresses.address_line_2`	9,177,299	9177299	0.4%
`possible_street_addresses.continent`	45,654,994	45654994	1.9%
`possible_street_addresses.country`	45,654,960	45654960	1.9%
`possible_street_addresses.first_seen`	45,654,994	45654994	1.9%
`possible_street_addresses.geo`	45,209,579	45209579	1.9%
`possible_street_addresses.last_seen`	45,654,994	45654994	1.9%
`possible_street_addresses.locality`	45,583,962	45583962	1.9%
`possible_street_addresses.metro`	38,789,179	38789179	1.6%
`possible_street_addresses.name`	45,654,994	45654994	1.9%
`possible_street_addresses.num_sources`	45,654,994	45654994	1.9%
`possible_street_addresses.postal_code`	45,376,970	45376970	1.9%
`possible_street_addresses.region`	45,652,700	45652700	1.9%
`possible_street_addresses.street_address`	45,654,994	45654994	1.9%
`profiles`	1,833,767,890	1833767890	75.5%
`profiles.first_seen`	1,833,767,890	1833767890	75.5%
`profiles.id`	1,490,119,556	1490119556	61.4%
`profiles.last_seen`	1,833,767,890	1833767890	75.5%
`profiles.network`	1,833,767,890	1833767890	75.5%
`profiles.num_sources`	1,833,767,890	1833767890	75.5%
`profiles.url`	1,833,767,890	1833767890	75.5%
`profiles.username`	1,525,759,862	1525759862	62.8%
`recommended_personal_email`	433,584,314	433584314	17.9%
`regions`	1,568,287,421	1568287421	64.6%
`sex`	1,721,545,817	1721545817	70.9%
`skills`	144,930,555	144930555	6.0%
`street_addresses`	484,321,436	484321436	19.9%
`street_addresses.address_line_2`	173,680,195	173680195	7.2%
`street_addresses.continent`	484,321,436	484321436	19.9%
`street_addresses.country`	484,320,950	484320950	19.9%
`street_addresses.first_seen`	484,321,436	484321436	19.9%
`street_addresses.geo`	477,954,253	477954253	19.7%
`street_addresses.last_seen`	484,321,436	484321436	19.9%
`street_addresses.locality`	480,982,340	480982340	19.8%
`street_addresses.metro`	415,090,582	415090582	17.1%
`street_addresses.name`	484,321,436	484321436	19.9%
`street_addresses.num_sources`	484,321,436	484321436	19.9%
`street_addresses.postal_code`	482,122,086	482122086	19.9%
`street_addresses.region`	484,220,605	484220605	19.9%
`street_addresses.street_address`	484,321,436	484321436	19.9%
`summary`	167,878,648	167878648	6.9%
`twitter_url`	55,868,746	55868746	2.3%
`twitter_username`	55,868,746	55868746	2.3%
`work_email`	85,361,892	85361892	3.5%

Stats shown are accurate as of data version 30.2