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`	2,439,798,485	2439798485	100.0%
`birth_date`	174,158,988	174158988	7.1%
`birth_year`	352,354,465	352354465	14.4%
`certifications`	64,412,161	64412161	2.6%
`certifications.end_date`	51,486,311	51486311	2.1%
`certifications.name`	64,412,161	64412161	2.6%
`certifications.organization`	63,320,221	63320221	2.6%
`certifications.start_date`	54,236,795	54236795	2.2%
`countries`	1,802,035,675	1802035675	73.9%
`education`	729,998,569	729998569	29.9%
`education.degrees`	184,344,555	184344555	7.6%
`education.end_date`	326,600,012	326600012	13.4%
`education.gpa`	11,861,685	11861685	0.5%
`education.majors`	239,444,674	239444674	9.8%
`education.minors`	1,711,528	1711528	0.1%
`education.raw`	362,095,786	362095786	14.8%
`education.school`	729,243,948	729243948	29.9%
`education.school.domain`	497,151,876	497151876	20.4%
`education.school.facebook_url`	321,777,543	321777543	13.2%
`education.school.id`	518,933,486	518933486	21.3%
`education.school.linkedin_id`	518,933,486	518933486	21.3%
`education.school.linkedin_url`	518,913,278	518913278	21.3%
`education.school.location`	470,122,526	470122526	19.3%
`education.school.location.continent`	470,122,526	470122526	19.3%
`education.school.location.country`	470,122,453	470122453	19.3%
`education.school.location.locality`	446,645,639	446645639	18.3%
`education.school.location.name`	470,122,526	470122526	19.3%
`education.school.location.region`	458,374,041	458374041	18.8%
`education.school.name`	729,210,024	729210024	29.9%
`education.school.raw`	726,314,491	726314491	29.8%
`education.school.twitter_url`	304,162,539	304162539	12.5%
`education.school.type`	595,921,652	595921652	24.4%
`education.school.website`	497,151,876	497151876	20.4%
`education.start_date`	310,481,994	310481994	12.7%
`education.summary`	68,973,007	68973007	2.8%
`emails`	634,136,026	634136026	26.0%
`emails.address`	634,136,026	634136026	26.0%
`emails.first_seen`	634,136,026	634136026	26.0%
`emails.last_seen`	634,136,026	634136026	26.0%
`emails.md5_hash`	634,136,026	634136026	26.0%
`emails.num_sources`	634,136,026	634136026	26.0%
`emails.sha_256_hash`	634,136,026	634136026	26.0%
`emails.type`	562,069,616	562069616	23.0%
`experience`	908,751,079	908751079	37.2%
`experience.company`	868,575,356	868575356	35.6%
`experience.company.facebook_url`	352,002,290	352002290	14.4%
`experience.company.founded`	451,730,602	451730602	18.5%
`experience.company.id`	593,093,339	593093339	24.3%
`experience.company.industry`	565,857,134	565857134	23.2%
`experience.company.linkedin_id`	593,093,339	593093339	24.3%
`experience.company.linkedin_url`	593,093,339	593093339	24.3%
`experience.company.location`	568,377,530	568377530	23.3%
`experience.company.location.address_line_2`	88,260,851	88260851	3.6%
`experience.company.location.continent`	567,227,236	567227236	23.2%
`experience.company.location.country`	568,374,632	568374632	23.3%
`experience.company.location.geo`	528,499,969	528499969	21.7%
`experience.company.location.locality`	535,837,485	535837485	22.0%
`experience.company.location.metro`	238,033,140	238033140	9.8%
`experience.company.location.name`	568,377,530	568377530	23.3%
`experience.company.location.postal_code`	468,821,192	468821192	19.2%
`experience.company.location.region`	541,671,754	541671754	22.2%
`experience.company.location.street_address`	440,368,121	440368121	18.0%
`experience.company.name`	868,560,234	868560234	35.6%
`experience.company.raw`	868,555,353	868555353	35.6%
`experience.company.size`	593,093,339	593093339	24.3%
`experience.company.ticker`	123,855,849	123855849	5.1%
`experience.company.twitter_url`	302,457,670	302457670	12.4%
`experience.company.type`	593,093,339	593093339	24.3%
`experience.company.website`	538,285,564	538285564	22.1%
`experience.end_date`	273,819,924	273819924	11.2%
`experience.first_seen`	908,751,079	908751079	37.2%
`experience.is_primary`	908,751,079	908751079	37.2%
`experience.last_seen`	908,751,079	908751079	37.2%
`experience.location_names`	344,590,744	344590744	14.1%
`experience.num_sources`	908,751,079	908751079	37.2%
`experience.start_date`	435,531,018	435531018	17.9%
`experience.summary`	183,995,654	183995654	7.5%
`experience.title`	764,677,880	764677880	31.3%
`experience.title.class`	490,828,826	490828826	20.1%
`experience.title.levels`	255,718,928	255718928	10.5%
`experience.title.name`	764,677,880	764677880	31.3%
`experience.title.raw`	764,677,880	764677880	31.3%
`experience.title.role`	490,828,826	490828826	20.1%
`experience.title.sub_role`	428,857,595	428857595	17.6%
`facebook_friends`	38,652,526	38652526	1.6%
`facebook_id`	1,004,261,999	1004261999	41.2%
`facebook_url`	715,015,055	715015055	29.3%
`facebook_username`	715,015,055	715015055	29.3%
`first_name`	2,439,798,485	2439798485	100.0%
`first_seen`	2,439,798,485	2439798485	100.0%
`full_name`	2,439,798,485	2439798485	100.0%
`github_url`	3,530,191	3530191	0.1%
`github_username`	3,530,191	3530191	0.1%
`headline`	118,379,431	118379431	4.9%
`id`	2,439,798,485	2439798485	100.0%
`industry`	416,497,007	416497007	17.1%
`inferred_salary`	283,565,069	283565069	11.6%
`inferred_years_experience`	428,871,774	428871774	17.6%
`interests`	100,512,045	100512045	4.1%
`job_company_12mo_employee_growth_rate`	352,113,510	352113510	14.4%
`job_company_employee_count`	357,134,426	357134426	14.6%
`job_company_facebook_url`	172,432,348	172432348	7.1%
`job_company_founded`	251,277,676	251277676	10.3%
`job_company_id`	357,168,546	357168546	14.6%
`job_company_industry`	336,022,775	336022775	13.8%
`job_company_inferred_revenue`	357,134,426	357134426	14.6%
`job_company_linkedin_id`	357,168,546	357168546	14.6%
`job_company_linkedin_url`	357,168,546	357168546	14.6%
`job_company_location_address_line_2`	31,375,993	31375993	1.3%
`job_company_location_continent`	335,342,942	335342942	13.7%
`job_company_location_country`	336,237,102	336237102	13.8%
`job_company_location_geo`	304,223,645	304223645	12.5%
`job_company_location_locality`	310,935,798	310935798	12.7%
`job_company_location_metro`	105,745,690	105745690	4.3%
`job_company_location_name`	336,241,431	336241431	13.8%
`job_company_location_postal_code`	248,927,983	248927983	10.2%
`job_company_location_region`	316,329,176	316329176	13.0%
`job_company_location_street_address`	231,097,084	231097084	9.5%
`job_company_name`	525,332,627	525332627	21.5%
`job_company_size`	357,168,546	357168546	14.6%
`job_company_ticker`	52,036,298	52036298	2.1%
`job_company_total_funding_raised`	71,734,623	71734623	2.9%
`job_company_twitter_url`	134,479,231	134479231	5.5%
`job_company_type`	357,168,546	357168546	14.6%
`job_company_website`	311,614,420	311614420	12.8%
`job_history`	908,837,876	908837876	37.3%
`job_history.company_id`	602,029,662	602029662	24.7%
`job_history.company_name`	868,984,544	868984544	35.6%
`job_history.first_seen`	908,837,876	908837876	37.3%
`job_history.last_seen`	908,837,876	908837876	37.3%
`job_history.num_sources`	908,837,876	908837876	37.3%
`job_history.title`	764,787,344	764787344	31.3%
`job_last_changed`	556,457,593	556457593	22.8%
`job_last_verified`	556,457,593	556457593	22.8%
`job_onet_broad_occupation`	247,080,731	247080731	10.1%
`job_onet_code`	247,080,731	247080731	10.1%
`job_onet_major_group`	247,080,731	247080731	10.1%
`job_onet_minor_group`	247,080,731	247080731	10.1%
`job_onet_specific_occupation`	247,080,731	247080731	10.1%
`job_onet_specific_occupation_detail`	97,774,614	97774614	4.0%
`job_start_date`	339,995,706	339995706	13.9%
`job_summary`	80,003,557	80003557	3.3%
`job_title`	539,805,073	539805073	22.1%
`job_title_class`	296,590,110	296590110	12.2%
`job_title_levels`	133,258,957	133258957	5.5%
`job_title_role`	296,590,110	296590110	12.2%
`job_title_sub_role`	241,114,629	241114629	9.9%
`languages`	298,718,561	298718561	12.2%
`languages.name`	298,718,561	298718561	12.2%
`languages.proficiency`	23,601,577	23601577	1.0%
`last_initial`	2,439,798,485	2439798485	100.0%
`last_name`	2,426,221,494	2426221494	99.4%
`linkedin_connections`	504,515,273	504515273	20.7%
`linkedin_id`	573,828,173	573828173	23.5%
`linkedin_url`	747,437,280	747437280	30.6%
`linkedin_username`	747,437,280	747437280	30.6%
`location_address_line_2`	69,046,102	69046102	2.8%
`location_continent`	1,802,064,701	1802064701	73.9%
`location_country`	1,802,006,526	1802006526	73.9%
`location_geo`	1,460,813,998	1460813998	59.9%
`location_last_updated`	1,111,852,283	1111852283	45.6%
`location_locality`	1,475,600,222	1475600222	60.5%
`location_metro`	612,650,797	612650797	25.1%
`location_name`	1,802,064,701	1802064701	73.9%
`location_names`	1,480,913,784	1480913784	60.7%
`location_postal_code`	494,925,683	494925683	20.3%
`location_region`	1,589,305,009	1589305009	65.1%
`location_street_address`	467,176,765	467176765	19.1%
`middle_initial`	612,326,320	612326320	25.1%
`middle_name`	412,104,303	412104303	16.9%
`mobile_phone`	503,097,067	503097067	20.6%
`name_aliases`	127,949,801	127949801	5.2%
`num_records`	2,439,798,485	2439798485	100.0%
`num_sources`	2,439,798,485	2439798485	100.0%
`personal_emails`	428,787,188	428787188	17.6%
`phone_numbers`	891,353,045	891353045	36.5%
`phones`	891,353,045	891353045	36.5%
`phones.first_seen`	891,353,045	891353045	36.5%
`phones.last_seen`	891,353,045	891353045	36.5%
`phones.num_sources`	891,353,045	891353045	36.5%
`phones.number`	891,353,045	891353045	36.5%
`possible_birth_dates`	173,781,805	173781805	7.1%
`possible_emails`	116,155,722	116155722	4.8%
`possible_emails.address`	116,155,722	116155722	4.8%
`possible_emails.first_seen`	116,155,722	116155722	4.8%
`possible_emails.last_seen`	116,155,722	116155722	4.8%
`possible_emails.md5_hash`	116,155,722	116155722	4.8%
`possible_emails.num_sources`	116,155,722	116155722	4.8%
`possible_emails.sha_256_hash`	116,155,722	116155722	4.8%
`possible_emails.type`	97,360,627	97360627	4.0%
`possible_location_names`	969,506,940	969506940	39.7%
`possible_phones`	49,092,071	49092071	2.0%
`possible_phones.first_seen`	49,092,071	49092071	2.0%
`possible_phones.last_seen`	49,092,071	49092071	2.0%
`possible_phones.num_sources`	49,092,071	49092071	2.0%
`possible_phones.number`	49,092,071	49092071	2.0%
`possible_profiles`	65,086,191	65086191	2.7%
`possible_profiles.first_seen`	65,086,191	65086191	2.7%
`possible_profiles.id`	46,926,292	46926292	1.9%
`possible_profiles.last_seen`	65,086,191	65086191	2.7%
`possible_profiles.network`	65,086,191	65086191	2.7%
`possible_profiles.num_sources`	65,086,191	65086191	2.7%
`possible_profiles.url`	65,086,191	65086191	2.7%
`possible_profiles.username`	46,567,579	46567579	1.9%
`possible_street_addresses`	41,846,107	41846107	1.7%
`possible_street_addresses.address_line_2`	8,232,761	8232761	0.3%
`possible_street_addresses.continent`	41,846,107	41846107	1.7%
`possible_street_addresses.country`	41,846,107	41846107	1.7%
`possible_street_addresses.first_seen`	41,846,107	41846107	1.7%
`possible_street_addresses.geo`	41,844,254	41844254	1.7%
`possible_street_addresses.last_seen`	41,846,107	41846107	1.7%
`possible_street_addresses.locality`	41,845,529	41845529	1.7%
`possible_street_addresses.metro`	35,559,018	35559018	1.5%
`possible_street_addresses.name`	41,846,107	41846107	1.7%
`possible_street_addresses.num_sources`	41,846,107	41846107	1.7%
`possible_street_addresses.postal_code`	41,572,913	41572913	1.7%
`possible_street_addresses.region`	41,845,736	41845736	1.7%
`possible_street_addresses.street_address`	41,846,107	41846107	1.7%
`profiles`	1,853,461,047	1853461047	76.0%
`profiles.first_seen`	1,853,461,047	1853461047	76.0%
`profiles.id`	1,569,224,124	1569224124	64.3%
`profiles.last_seen`	1,853,461,047	1853461047	76.0%
`profiles.network`	1,853,461,047	1853461047	76.0%
`profiles.num_sources`	1,853,461,047	1853461047	76.0%
`profiles.url`	1,853,461,047	1853461047	76.0%
`profiles.username`	1,545,591,480	1545591480	63.3%
`recommended_personal_email`	428,727,033	428727033	17.6%
`regions`	1,598,511,197	1598511197	65.5%
`sex`	1,728,292,050	1728292050	70.8%
`skills`	144,106,116	144106116	5.9%
`street_addresses`	475,421,346	475421346	19.5%
`street_addresses.address_line_2`	170,491,056	170491056	7.0%
`street_addresses.continent`	475,421,346	475421346	19.5%
`street_addresses.country`	475,421,346	475421346	19.5%
`street_addresses.first_seen`	475,421,346	475421346	19.5%
`street_addresses.geo`	475,295,363	475295363	19.5%
`street_addresses.last_seen`	475,421,346	475421346	19.5%
`street_addresses.locality`	475,412,169	475412169	19.5%
`street_addresses.metro`	409,097,791	409097791	16.8%
`street_addresses.name`	475,421,346	475421346	19.5%
`street_addresses.num_sources`	475,421,346	475421346	19.5%
`street_addresses.postal_code`	472,933,981	472933981	19.4%
`street_addresses.region`	475,417,822	475417822	19.5%
`street_addresses.street_address`	475,421,346	475421346	19.5%
`summary`	179,208,889	179208889	7.3%
`twitter_url`	55,627,090	55627090	2.3%
`twitter_username`	55,627,090	55627090	2.3%
`work_email`	76,915,425	76915425	3.2%

Stats shown are accurate as of data version 33.0