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`	2,438,028,672	2438028672	100.0%
`birth_date`	182,098,440	182098440	7.5%
`birth_year`	375,563,838	375563838	15.4%
`certifications`	59,546,029	59546029	2.4%
`certifications.end_date`	46,374,090	46374090	1.9%
`certifications.name`	59,546,029	59546029	2.4%
`certifications.organization`	58,342,900	58342900	2.4%
`certifications.start_date`	49,351,540	49351540	2.0%
`countries`	1,789,002,491	1789002491	73.4%
`education`	569,504,421	569504421	23.4%
`education.degrees`	175,792,220	175792220	7.2%
`education.end_date`	287,029,408	287029408	11.8%
`education.gpa`	10,914,720	10914720	0.4%
`education.majors`	227,217,732	227217732	9.3%
`education.minors`	1,625,184	1625184	0.1%
`education.raw`	320,233,041	320233041	13.1%
`education.school`	554,681,461	554681461	22.8%
`education.school.domain`	369,390,338	369390338	15.2%
`education.school.facebook_url`	264,406,192	264406192	10.8%
`education.school.id`	381,567,535	381567535	15.7%
`education.school.linkedin_id`	306,051,469	306051469	12.6%
`education.school.linkedin_url`	377,497,470	377497470	15.5%
`education.school.location`	363,546,065	363546065	14.9%
`education.school.location.continent`	363,546,065	363546065	14.9%
`education.school.location.country`	363,542,335	363542335	14.9%
`education.school.location.locality`	357,018,763	357018763	14.6%
`education.school.location.name`	363,546,065	363546065	14.9%
`education.school.location.region`	361,178,623	361178623	14.8%
`education.school.name`	554,658,025	554658025	22.8%
`education.school.raw`	551,279,360	551279360	22.6%
`education.school.twitter_url`	249,951,977	249951977	10.3%
`education.school.type`	511,486,579	511486579	21.0%
`education.school.website`	369,390,338	369390338	15.2%
`education.start_date`	272,766,544	272766544	11.2%
`education.summary`	61,103,469	61103469	2.5%
`emails`	649,474,773	649474773	26.6%
`emails.address`	649,474,773	649474773	26.6%
`emails.first_seen`	649,474,773	649474773	26.6%
`emails.last_seen`	649,474,773	649474773	26.6%
`emails.num_sources`	649,474,773	649474773	26.6%
`emails.type`	577,093,936	577093936	23.7%
`experience`	889,223,130	889223130	36.5%
`experience.company`	849,461,360	849461360	34.8%
`experience.company.facebook_url`	348,144,121	348144121	14.3%
`experience.company.founded`	432,012,523	432012523	17.7%
`experience.company.id`	553,538,890	553538890	22.7%
`experience.company.industry`	534,114,135	534114135	21.9%
`experience.company.linkedin_id`	553,538,890	553538890	22.7%
`experience.company.linkedin_url`	553,538,890	553538890	22.7%
`experience.company.location`	529,752,160	529752160	21.7%
`experience.company.location.address_line_2`	84,120,978	84120978	3.5%
`experience.company.location.continent`	528,592,996	528592996	21.7%
`experience.company.location.country`	529,738,959	529738959	21.7%
`experience.company.location.geo`	472,219,028	472219028	19.4%
`experience.company.location.locality`	482,860,569	482860569	19.8%
`experience.company.location.metro`	222,324,213	222324213	9.1%
`experience.company.location.name`	529,752,160	529752160	21.7%
`experience.company.location.postal_code`	369,081,022	369081022	15.1%
`experience.company.location.region`	502,078,110	502078110	20.6%
`experience.company.location.street_address`	427,955,860	427955860	17.6%
`experience.company.name`	849,461,360	849461360	34.8%
`experience.company.raw`	849,440,747	849440747	34.8%
`experience.company.size`	553,538,890	553538890	22.7%
`experience.company.ticker`	123,083,014	123083014	5.0%
`experience.company.twitter_url`	336,351,639	336351639	13.8%
`experience.company.type`	553,538,890	553538890	22.7%
`experience.company.website`	508,452,929	508452929	20.9%
`experience.end_date`	263,426,556	263426556	10.8%
`experience.first_seen`	889,223,130	889223130	36.5%
`experience.is_primary`	889,223,130	889223130	36.5%
`experience.last_seen`	889,223,130	889223130	36.5%
`experience.location_names`	330,462,659	330462659	13.6%
`experience.num_sources`	889,223,130	889223130	36.5%
`experience.start_date`	422,940,476	422940476	17.3%
`experience.summary`	172,375,846	172375846	7.1%
`experience.title`	744,778,132	744778132	30.5%
`experience.title.class`	476,715,451	476715451	19.6%
`experience.title.levels`	248,641,481	248641481	10.2%
`experience.title.name`	744,778,132	744778132	30.5%
`experience.title.raw`	744,778,132	744778132	30.5%
`experience.title.role`	476,715,451	476715451	19.6%
`experience.title.sub_role`	416,082,885	416082885	17.1%
`facebook_friends`	39,068,686	39068686	1.6%
`facebook_id`	1,006,604,361	1006604361	41.3%
`facebook_url`	717,115,664	717115664	29.4%
`facebook_username`	717,115,664	717115664	29.4%
`first_name`	2,438,028,672	2438028672	100.0%
`first_seen`	2,438,028,672	2438028672	100.0%
`full_name`	2,438,028,672	2438028672	100.0%
`github_url`	3,581,904	3581904	0.1%
`github_username`	3,581,904	3581904	0.1%
`headline`	74,782,793	74782793	3.1%
`id`	2,438,028,672	2438028672	100.0%
`industry`	409,890,426	409890426	16.8%
`inferred_salary`	274,079,394	274079394	11.2%
`inferred_years_experience`	421,075,916	421075916	17.3%
`interests`	100,036,995	100036995	4.1%
`job_company_12mo_employee_growth_rate`	326,313,123	326313123	13.4%
`job_company_employee_count`	330,603,290	330603290	13.6%
`job_company_facebook_url`	168,005,083	168005083	6.9%
`job_company_founded`	239,129,041	239129041	9.8%
`job_company_id`	330,632,157	330632157	13.6%
`job_company_industry`	317,008,655	317008655	13.0%
`job_company_inferred_revenue`	330,603,290	330603290	13.6%
`job_company_linkedin_id`	330,632,157	330632157	13.6%
`job_company_linkedin_url`	330,632,157	330632157	13.6%
`job_company_location_address_line_2`	29,845,594	29845594	1.2%
`job_company_location_continent`	310,475,187	310475187	12.7%
`job_company_location_country`	311,350,283	311350283	12.8%
`job_company_location_geo`	264,965,345	264965345	10.9%
`job_company_location_locality`	274,200,622	274200622	11.2%
`job_company_location_metro`	96,981,962	96981962	4.0%
`job_company_location_name`	311,364,636	311364636	12.8%
`job_company_location_postal_code`	185,854,360	185854360	7.6%
`job_company_location_region`	291,188,296	291188296	11.9%
`job_company_location_street_address`	228,628,717	228628717	9.4%
`job_company_name`	509,257,042	509257042	20.9%
`job_company_size`	330,632,157	330632157	13.6%
`job_company_ticker`	49,025,386	49025386	2.0%
`job_company_total_funding_raised`	65,135,569	65135569	2.7%
`job_company_twitter_url`	164,122,375	164122375	6.7%
`job_company_type`	330,632,157	330632157	13.6%
`job_company_website`	292,338,970	292338970	12.0%
`job_history`	889,300,413	889300413	36.5%
`job_history.company_id`	562,462,287	562462287	23.1%
`job_history.company_name`	849,868,528	849868528	34.9%
`job_history.first_seen`	889,300,413	889300413	36.5%
`job_history.last_seen`	889,300,413	889300413	36.5%
`job_history.num_sources`	889,300,413	889300413	36.5%
`job_history.title`	744,878,090	744878090	30.6%
`job_last_changed`	539,847,360	539847360	22.1%
`job_last_verified`	539,847,360	539847360	22.1%
`job_onet_broad_occupation`	240,499,387	240499387	9.9%
`job_onet_code`	240,499,387	240499387	9.9%
`job_onet_major_group`	240,499,387	240499387	9.9%
`job_onet_minor_group`	240,499,387	240499387	9.9%
`job_onet_specific_occupation`	240,499,387	240499387	9.9%
`job_onet_specific_occupation_detail`	94,785,906	94785906	3.9%
`job_start_date`	331,633,998	331633998	13.6%
`job_summary`	69,315,086	69315086	2.8%
`job_title`	523,179,081	523179081	21.5%
`job_title_class`	287,476,662	287476662	11.8%
`job_title_levels`	129,142,747	129142747	5.3%
`job_title_role`	287,476,662	287476662	11.8%
`job_title_sub_role`	235,287,444	235287444	9.7%
`languages`	293,233,299	293233299	12.0%
`languages.name`	293,233,299	293233299	12.0%
`languages.proficiency`	22,250,612	22250612	0.9%
`last_initial`	2,438,028,672	2438028672	100.0%
`last_name`	2,426,014,939	2426014939	99.5%
`linkedin_connections`	493,428,142	493428142	20.2%
`linkedin_id`	494,390,402	494390402	20.3%
`linkedin_url`	721,702,675	721702675	29.6%
`linkedin_username`	721,702,675	721702675	29.6%
`location_address_line_2`	74,583,404	74583404	3.1%
`location_continent`	1,789,051,662	1789051662	73.4%
`location_country`	1,788,960,302	1788960302	73.4%
`location_geo`	1,436,753,357	1436753357	58.9%
`location_last_updated`	1,090,408,030	1090408030	44.7%
`location_locality`	1,464,066,706	1464066706	60.1%
`location_metro`	619,562,348	619562348	25.4%
`location_name`	1,789,051,662	1789051662	73.4%
`location_names`	1,464,066,706	1464066706	60.1%
`location_postal_code`	516,135,007	516135007	21.2%
`location_region`	1,572,785,031	1572785031	64.5%
`location_street_address`	492,560,255	492560255	20.2%
`middle_initial`	624,013,874	624013874	25.6%
`middle_name`	413,596,606	413596606	17.0%
`mobile_phone`	509,847,715	509847715	20.9%
`name_aliases`	127,685,491	127685491	5.2%
`num_records`	2,438,028,672	2438028672	100.0%
`num_sources`	2,438,028,672	2438028672	100.0%
`personal_emails`	440,235,008	440235008	18.1%
`phone_numbers`	915,481,565	915481565	37.6%
`phones`	915,481,565	915481565	37.6%
`phones.first_seen`	915,481,565	915481565	37.6%
`phones.last_seen`	915,481,565	915481565	37.6%
`phones.num_sources`	915,481,565	915481565	37.6%
`phones.number`	915,481,565	915481565	37.6%
`possible_birth_dates`	180,349,871	180349871	7.4%
`possible_emails`	119,462,614	119462614	4.9%
`possible_emails.address`	119,462,614	119462614	4.9%
`possible_emails.first_seen`	119,462,614	119462614	4.9%
`possible_emails.last_seen`	119,462,614	119462614	4.9%
`possible_emails.num_sources`	119,462,614	119462614	4.9%
`possible_emails.type`	100,564,216	100564216	4.1%
`possible_location_names`	909,995,134	909995134	37.3%
`possible_phones`	51,794,986	51794986	2.1%
`possible_phones.first_seen`	51,794,986	51794986	2.1%
`possible_phones.last_seen`	51,794,986	51794986	2.1%
`possible_phones.num_sources`	51,794,986	51794986	2.1%
`possible_phones.number`	51,794,986	51794986	2.1%
`possible_profiles`	66,378,975	66378975	2.7%
`possible_profiles.first_seen`	66,378,975	66378975	2.7%
`possible_profiles.id`	47,697,226	47697226	2.0%
`possible_profiles.last_seen`	66,378,975	66378975	2.7%
`possible_profiles.network`	66,378,975	66378975	2.7%
`possible_profiles.num_sources`	66,378,975	66378975	2.7%
`possible_profiles.url`	66,378,975	66378975	2.7%
`possible_profiles.username`	47,829,532	47829532	2.0%
`possible_street_addresses`	47,162,089	47162089	1.9%
`possible_street_addresses.address_line_2`	9,462,717	9462717	0.4%
`possible_street_addresses.continent`	47,162,089	47162089	1.9%
`possible_street_addresses.country`	47,162,054	47162054	1.9%
`possible_street_addresses.first_seen`	47,162,089	47162089	1.9%
`possible_street_addresses.geo`	46,702,320	46702320	1.9%
`possible_street_addresses.last_seen`	47,162,089	47162089	1.9%
`possible_street_addresses.locality`	47,089,866	47089866	1.9%
`possible_street_addresses.metro`	40,070,673	40070673	1.6%
`possible_street_addresses.name`	47,162,089	47162089	1.9%
`possible_street_addresses.num_sources`	47,162,089	47162089	1.9%
`possible_street_addresses.postal_code`	46,880,635	46880635	1.9%
`possible_street_addresses.region`	47,159,780	47159780	1.9%
`possible_street_addresses.street_address`	47,162,089	47162089	1.9%
`profiles`	1,826,625,280	1826625280	74.9%
`profiles.first_seen`	1,826,625,280	1826625280	74.9%
`profiles.id`	1,491,157,522	1491157522	61.2%
`profiles.last_seen`	1,826,625,280	1826625280	74.9%
`profiles.network`	1,826,625,280	1826625280	74.9%
`profiles.num_sources`	1,826,625,280	1826625280	74.9%
`profiles.url`	1,826,625,280	1826625280	74.9%
`profiles.username`	1,518,523,795	1518523795	62.3%
`recommended_personal_email`	440,170,602	440170602	18.1%
`regions`	1,576,821,949	1576821949	64.7%
`sex`	1,733,118,601	1733118601	71.1%
`skills`	145,686,456	145686456	6.0%
`street_addresses`	501,271,245	501271245	20.6%
`street_addresses.address_line_2`	178,188,767	178188767	7.3%
`street_addresses.continent`	501,271,245	501271245	20.6%
`street_addresses.country`	501,270,759	501270759	20.6%
`street_addresses.first_seen`	501,271,245	501271245	20.6%
`street_addresses.geo`	494,714,414	494714414	20.3%
`street_addresses.last_seen`	501,271,245	501271245	20.6%
`street_addresses.locality`	497,863,023	497863023	20.4%
`street_addresses.metro`	429,655,052	429655052	17.6%
`street_addresses.name`	501,271,245	501271245	20.6%
`street_addresses.num_sources`	501,271,245	501271245	20.6%
`street_addresses.postal_code`	499,065,069	499065069	20.5%
`street_addresses.region`	501,170,801	501170801	20.6%
`street_addresses.street_address`	501,271,245	501271245	20.6%
`summary`	164,194,016	164194016	6.7%
`twitter_url`	55,994,142	55994142	2.3%
`twitter_username`	55,994,142	55994142	2.3%
`work_email`	86,418,010	86418010	3.5%

Stats shown are accurate as of data version 30.0