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`	2,466,510,427	2466510427	100.0%
`activity_score`	754,053,309	754053309	30.6%
`activity_score_factors`	754,053,309	754053309	30.6%
`activity_score_factors.connection_change`	754,053,309	754053309	30.6%
`activity_score_factors.months_since_last_end_resume`	101,101,866	101101866	4.1%
`activity_score_factors.profile_change`	754,053,309	754053309	30.6%
`birth_date`	172,535,732	172535732	7.0%
`birth_year`	349,643,808	349643808	14.2%
`certifications`	69,888,251	69888251	2.8%
`certifications.end_date`	52,038,394	52038394	2.1%
`certifications.name`	69,888,251	69888251	2.8%
`certifications.organization`	68,766,639	68766639	2.8%
`certifications.start_date`	59,281,093	59281093	2.4%
`countries`	1,826,359,019	1826359019	74.0%
`education`	745,070,183	745070183	30.2%
`education.degrees`	192,256,129	192256129	7.8%
`education.end_date`	338,129,704	338129704	13.7%
`education.gpa`	11,767,332	11767332	0.5%
`education.majors`	244,729,285	244729285	9.9%
`education.minors`	1,812,147	1812147	0.1%
`education.raw`	376,736,289	376736289	15.3%
`education.school`	744,331,254	744331254	30.2%
`education.school.domain`	564,321,120	564321120	22.9%
`education.school.facebook_url`	348,308,864	348308864	14.1%
`education.school.id`	592,128,942	592128942	24.0%
`education.school.linkedin_id`	592,128,942	592128942	24.0%
`education.school.linkedin_url`	592,128,931	592128931	24.0%
`education.school.location`	536,344,568	536344568	21.7%
`education.school.location.continent`	536,344,568	536344568	21.7%
`education.school.location.country`	536,332,852	536332852	21.7%
`education.school.location.locality`	514,545,474	514545474	20.9%
`education.school.location.name`	536,344,568	536344568	21.7%
`education.school.location.region`	523,168,183	523168183	21.2%
`education.school.name`	744,258,761	744258761	30.2%
`education.school.raw`	741,972,755	741972755	30.1%
`education.school.twitter_url`	328,227,520	328227520	13.3%
`education.school.type`	685,559,950	685559950	27.8%
`education.school.website`	564,321,120	564321120	22.9%
`education.start_date`	322,589,271	322589271	13.1%
`education.summary`	77,724,437	77724437	3.2%
`emails`	658,132,600	658132600	26.7%
`emails.address`	658,132,600	658132600	26.7%
`emails.first_seen`	658,132,600	658132600	26.7%
`emails.last_seen`	658,132,600	658132600	26.7%
`emails.md5_hash`	658,132,600	658132600	26.7%
`emails.num_sources`	658,132,600	658132600	26.7%
`emails.sha_256_hash`	658,132,600	658132600	26.7%
`emails.type`	586,281,006	586281006	23.8%
`experience`	933,179,824	933179824	37.8%
`experience.company`	892,164,324	892164324	36.2%
`experience.company.facebook_url`	372,762,981	372762981	15.1%
`experience.company.founded`	473,452,097	473452097	19.2%
`experience.company.id`	614,708,639	614708639	24.9%
`experience.company.industry`	590,612,924	590612924	23.9%
`experience.company.industry_v2`	581,634,541	581634541	23.6%
`experience.company.linkedin_id`	614,708,639	614708639	24.9%
`experience.company.linkedin_url`	614,708,639	614708639	24.9%
`experience.company.location`	598,937,846	598937846	24.3%
`experience.company.location.address_line_2`	88,819,426	88819426	3.6%
`experience.company.location.continent`	597,765,768	597765768	24.2%
`experience.company.location.country`	598,935,068	598935068	24.3%
`experience.company.location.geo`	558,019,001	558019001	22.6%
`experience.company.location.locality`	563,254,001	563254001	22.8%
`experience.company.location.metro`	246,469,257	246469257	10.0%
`experience.company.location.name`	598,937,846	598937846	24.3%
`experience.company.location.postal_code`	490,710,789	490710789	19.9%
`experience.company.location.region`	571,121,033	571121033	23.2%
`experience.company.location.street_address`	448,021,497	448021497	18.2%
`experience.company.name`	892,164,324	892164324	36.2%
`experience.company.raw`	892,144,296	892144296	36.2%
`experience.company.size`	614,708,639	614708639	24.9%
`experience.company.ticker`	126,185,916	126185916	5.1%
`experience.company.twitter_url`	309,567,840	309567840	12.6%
`experience.company.type`	614,708,639	614708639	24.9%
`experience.company.website`	560,472,979	560472979	22.7%
`experience.end_date`	281,380,651	281380651	11.4%
`experience.first_seen`	933,179,824	933179824	37.8%
`experience.is_primary`	933,179,824	933179824	37.8%
`experience.last_seen`	933,179,824	933179824	37.8%
`experience.location_names`	350,940,740	350940740	14.2%
`experience.num_sources`	933,179,824	933179824	37.8%
`experience.start_date`	451,153,721	451153721	18.3%
`experience.summary`	192,864,651	192864651	7.8%
`experience.title`	788,993,251	788993251	32.0%
`experience.title.class`	533,516,955	533516955	21.6%
`experience.title.levels`	264,935,356	264935356	10.7%
`experience.title.name`	788,993,251	788993251	32.0%
`experience.title.raw`	788,993,251	788993251	32.0%
`experience.title.role`	533,516,955	533516955	21.6%
`experience.title.sub_role`	458,425,596	458425596	18.6%
`facebook_friends`	38,489,043	38489043	1.6%
`facebook_id`	1,003,133,539	1003133539	40.7%
`facebook_url`	714,078,837	714078837	29.0%
`facebook_username`	714,078,837	714078837	29.0%
`first_name`	2,466,510,427	2466510427	100.0%
`first_seen`	2,466,510,427	2466510427	100.0%
`full_name`	2,466,510,427	2466510427	100.0%
`github_url`	4,670,063	4670063	0.2%
`github_username`	4,670,063	4670063	0.2%
`headline`	295,257,868	295257868	12.0%
`id`	2,466,510,427	2466510427	100.0%
`industry`	451,025,425	451025425	18.3%
`inferred_salary`	374,404,164	374404164	15.2%
`inferred_salary_confidence`	283,345,267	283345267	11.49%
`inferred_salary_high`	283,345,267	283345267	11.49%
`inferred_salary_low`	283,345,267	283345267	11.49%
`inferred_years_experience`	444,296,423	444296423	18.0%
`interests`	99,632,432	99632432	4.0%
`job_company_12mo_employee_growth_rate`	369,146,625	369146625	15.0%
`job_company_employee_count`	374,562,375	374562375	15.2%
`job_company_facebook_url`	185,182,702	185182702	7.5%
`job_company_founded`	266,747,448	266747448	10.8%
`job_company_id`	374,607,106	374607106	15.2%
`job_company_industry`	356,892,217	356892217	14.5%
`job_company_industry_v2`	351,570,163	351570163	14.3%
`job_company_inferred_revenue`	374,562,375	374562375	15.2%
`job_company_linkedin_id`	374,607,106	374607106	15.2%
`job_company_linkedin_url`	374,607,106	374607106	15.2%
`job_company_location_address_line_2`	31,690,308	31690308	1.3%
`job_company_location_continent`	360,190,047	360190047	14.6%
`job_company_location_country`	361,092,396	361092396	14.6%
`job_company_location_geo`	327,385,009	327385009	13.3%
`job_company_location_locality`	331,941,117	331941117	13.5%
`job_company_location_metro`	111,505,129	111505129	4.5%
`job_company_location_name`	361,097,022	361097022	14.6%
`job_company_location_postal_code`	265,534,496	265534496	10.8%
`job_company_location_region`	339,733,990	339733990	13.8%
`job_company_location_street_address`	234,604,583	234604583	9.5%
`job_company_name`	546,584,112	546584112	22.2%
`job_company_size`	374,607,106	374607106	15.2%
`job_company_ticker`	53,305,937	53305937	2.2%
`job_company_total_funding_raised`	69,429,141	69429141	2.8%
`job_company_twitter_url`	137,805,396	137805396	5.6%
`job_company_type`	374,607,106	374607106	15.2%
`job_company_website`	329,025,884	329025884	13.3%
`job_history`	933,271,621	933271621	37.8%
`job_history.company_id`	624,791,361	624791361	25.3%
`job_history.company_name`	892,905,485	892905485	36.2%
`job_history.first_seen`	933,271,621	933271621	37.8%
`job_history.last_seen`	933,271,621	933271621	37.8%
`job_history.num_sources`	933,271,621	933271621	37.8%
`job_history.title`	789,091,902	789091902	32.0%
`job_last_changed`	571,328,962	571328962	23.2%
`job_last_verified`	571,328,962	571328962	23.2%
`job_onet_broad_occupation`	257,663,655	257663655	10.4%
`job_onet_code`	257,663,655	257663655	10.4%
`job_onet_major_group`	257,663,655	257663655	10.4%
`job_onet_minor_group`	257,663,655	257663655	10.4%
`job_onet_specific_occupation`	257,663,655	257663655	10.4%
`job_onet_specific_occupation_detail`	102,119,913	102119913	4.1%
`job_start_date`	360,441,308	360441308	14.6%
`job_summary`	85,746,840	85746840	3.5%
`job_title`	557,405,764	557405764	22.6%
`job_title_class`	334,865,469	334865469	13.6%
`job_title_levels`	140,664,628	140664628	5.7%
`job_title_role`	334,865,469	334865469	13.6%
`job_title_sub_role`	265,345,512	265345512	10.8%
`languages`	307,645,457	307645457	12.5%
`languages.name`	307,645,457	307645457	12.5%
`languages.proficiency`	69,033,028	69033028	2.8%
`last_initial`	2,466,510,427	2466510427	100.0%
`last_name`	2,449,443,616	2449443616	99.3%
`linkedin_connections`	515,896,400	515896400	20.9%
`linkedin_id`	628,541,072	628541072	25.5%
`linkedin_url`	772,626,634	772626634	31.3%
`linkedin_username`	772,626,634	772626634	31.3%
`location_address_line_2`	68,640,862	68640862	2.8%
`location_continent`	1,826,388,548	1826388548	74.0%
`location_country`	1,826,329,752	1826329752	74.0%
`location_geo`	1,482,105,922	1482105922	60.1%
`location_last_updated`	1,138,015,134	1138015134	46.1%
`location_locality`	1,492,125,141	1492125141	60.5%
`location_metro`	614,964,798	614964798	24.9%
`location_name`	1,826,388,548	1826388548	74.0%
`location_names`	1,498,131,991	1498131991	60.7%
`location_postal_code`	490,805,449	490805449	19.9%
`location_region`	1,612,065,806	1612065806	65.4%
`location_street_address`	464,149,805	464149805	18.8%
`middle_initial`	616,010,403	616010403	25.0%
`middle_name`	416,851,805	416851805	16.9%
`mobile_phone`	498,569,488	498569488	20.2%
`name_aliases`	134,087,087	134087087	5.4%
`num_records`	2,466,510,427	2466510427	100.0%
`num_sources`	2,466,510,427	2466510427	100.0%
`personal_emails`	426,870,293	426870293	17.3%
`phone_numbers`	896,977,912	896977912	36.4%
`phones`	896,977,912	896977912	36.4%
`phones.first_seen`	896,977,912	896977912	36.4%
`phones.last_seen`	896,977,912	896977912	36.4%
`phones.num_sources`	896,977,912	896977912	36.4%
`phones.number`	896,977,912	896977912	36.4%
`possible_birth_dates`	172,435,521	172435521	7.0%
`possible_emails`	114,278,934	114278934	4.6%
`possible_emails.address`	114,278,934	114278934	4.6%
`possible_emails.first_seen`	114,278,934	114278934	4.6%
`possible_emails.last_seen`	114,278,934	114278934	4.6%
`possible_emails.md5_hash`	114,278,934	114278934	4.6%
`possible_emails.num_sources`	114,278,934	114278934	4.6%
`possible_emails.sha_256_hash`	114,278,934	114278934	4.6%
`possible_emails.type`	96,037,629	96037629	3.9%
`possible_location_names`	1,022,126,975	1022126975	41.4%
`possible_phones`	48,204,313	48204313	2.0%
`possible_phones.first_seen`	48,204,313	48204313	2.0%
`possible_phones.last_seen`	48,204,313	48204313	2.0%
`possible_phones.num_sources`	48,204,313	48204313	2.0%
`possible_phones.number`	48,204,313	48204313	2.0%
`possible_profiles`	64,515,967	64515967	2.6%
`possible_profiles.first_seen`	64,515,967	64515967	2.6%
`possible_profiles.id`	46,668,065	46668065	1.9%
`possible_profiles.last_seen`	64,515,967	64515967	2.6%
`possible_profiles.network`	64,515,967	64515967	2.6%
`possible_profiles.num_sources`	64,515,967	64515967	2.6%
`possible_profiles.url`	64,515,967	64515967	2.6%
`possible_profiles.username`	46,019,412	46019412	1.9%
`possible_street_addresses`	41,541,644	41541644	1.7%
`possible_street_addresses.address_line_2`	8,155,079	8155079	0.3%
`possible_street_addresses.continent`	41,541,644	41541644	1.7%
`possible_street_addresses.country`	41,541,644	41541644	1.7%
`possible_street_addresses.first_seen`	41,541,644	41541644	1.7%
`possible_street_addresses.geo`	41,539,802	41539802	1.7%
`possible_street_addresses.last_seen`	41,541,644	41541644	1.7%
`possible_street_addresses.locality`	41,541,072	41541072	1.7%
`possible_street_addresses.metro`	35,297,324	35297324	1.4%
`possible_street_addresses.name`	41,541,644	41541644	1.7%
`possible_street_addresses.num_sources`	41,541,644	41541644	1.7%
`possible_street_addresses.postal_code`	41,271,217	41271217	1.7%
`possible_street_addresses.region`	41,541,275	41541275	1.7%
`possible_street_addresses.street_address`	41,541,644	41541644	1.7%
`profile_score`	815,552,710	815552710	33.1%
`profile_score_factors`	815,552,710	815552710	33.1%
`profile_score_factors.attribute_fill_rate`	815,552,710	815552710	33.1%
`profile_score_factors.has_valid_url`	815,552,710	815552710	33.1%
`profile_score_factors.meets_connection_threshold`	815,552,710	815552710	33.1%
`profile_score_factors.profile_age_months`	815,552,710	815552710	33.1%
`profiles`	1,883,660,142	1883660142	76.4%
`profiles.first_seen`	1,883,660,142	1883660142	76.4%
`profiles.id`	1,630,472,072	1630472072	66.1%
`profiles.last_seen`	1,883,660,142	1883660142	76.4%
`profiles.network`	1,883,660,142	1883660142	76.4%
`profiles.num_sources`	1,883,660,142	1883660142	76.4%
`profiles.url`	1,883,660,142	1883660142	76.4%
`profiles.username`	1,575,966,497	1575966497	63.9%
`recommended_personal_email`	426,810,826	426810826	17.3%
`regions`	1,621,420,849	1621420849	65.7%
`sex`	1,746,531,769	1746531769	70.8%
`skills`	224,368,462	224368462	9.1%
`street_addresses`	472,130,382	472130382	19.1%
`street_addresses.address_line_2`	168,787,376	168787376	6.8%
`street_addresses.continent`	472,130,382	472130382	19.1%
`street_addresses.country`	472,130,382	472130382	19.1%
`street_addresses.first_seen`	472,130,382	472130382	19.1%
`street_addresses.geo`	471,995,327	471995327	19.1%
`street_addresses.last_seen`	472,130,382	472130382	19.1%
`street_addresses.locality`	472,121,222	472121222	19.1%
`street_addresses.metro`	406,112,120	406112120	16.5%
`street_addresses.name`	472,130,382	472130382	19.1%
`street_addresses.num_sources`	472,130,382	472130382	19.1%
`street_addresses.postal_code`	469,468,844	469468844	19.0%
`street_addresses.region`	472,126,829	472126829	19.1%
`street_addresses.street_address`	472,130,382	472130382	19.1%
`summary`	189,274,634	189274634	7.7%
`twitter_url`	55,698,893	55698893	2.3%
`twitter_username`	55,698,893	55698893	2.3%
`work_email`	83,539,053	83539053	3.4%

Stats shown are accurate as of data version 35.2

General

API Overview

Person Data

Person APIs

Company Data

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IP Data

IP API

Job Posting Data

Job Posting API

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