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`	2,468,465,575	2468465575	100.0%
`activity_score`	756,660,317	756660317	30.7%
`activity_score_factors`	756,660,317	756660317	30.7%
`activity_score_factors.connection_change`	756,660,317	756660317	30.7%
`activity_score_factors.months_since_last_end_resume`	101,312,013	101312013	4.1%
`activity_score_factors.profile_change`	756,660,317	756660317	30.7%
`birth_date`	172,373,282	172373282	7.0%
`birth_year`	349,380,020	349380020	14.2%
`certifications`	70,561,268	70561268	2.9%
`certifications.end_date`	52,092,135	52092135	2.1%
`certifications.name`	70,561,268	70561268	2.9%
`certifications.organization`	69,443,257	69443257	2.8%
`certifications.start_date`	60,006,014	60006014	2.4%
`countries`	1,828,393,638	1828393638	74.1%
`education`	746,370,477	746370477	30.2%
`education.degrees`	194,219,444	194219444	7.9%
`education.end_date`	339,234,964	339234964	13.7%
`education.gpa`	11,764,048	11764048	0.5%
`education.majors`	245,776,174	245776174	10.0%
`education.minors`	1,822,939	1822939	0.1%
`education.raw`	378,033,908	378033908	15.3%
`education.school`	745,631,897	745631897	30.2%
`education.school.domain`	549,174,560	549174560	22.2%
`education.school.facebook_url`	341,387,205	341387205	13.8%
`education.school.id`	576,475,885	576475885	23.4%
`education.school.linkedin_id`	576,475,885	576475885	23.4%
`education.school.linkedin_url`	576,475,870	576475870	23.4%
`education.school.location`	522,067,262	522067262	21.1%
`education.school.location.continent`	522,067,262	522067262	21.1%
`education.school.location.country`	522,054,691	522054691	21.1%
`education.school.location.locality`	500,663,286	500663286	20.3%
`education.school.location.name`	522,067,262	522067262	21.1%
`education.school.location.region`	509,230,030	509230030	20.6%
`education.school.name`	745,558,739	745558739	30.2%
`education.school.raw`	743,318,863	743318863	30.1%
`education.school.twitter_url`	321,550,257	321550257	13.0%
`education.school.type`	699,232,354	699232354	28.3%
`education.school.website`	549,174,560	549174560	22.2%
`education.start_date`	323,698,556	323698556	13.1%
`education.summary`	77,828,569	77828569	3.2%
`emails`	657,894,474	657894474	26.7%
`emails.address`	657,894,474	657894474	26.7%
`emails.first_seen`	657,894,474	657894474	26.7%
`emails.last_seen`	657,894,474	657894474	26.7%
`emails.md5_hash`	657,894,474	657894474	26.7%
`emails.num_sources`	657,894,474	657894474	26.7%
`emails.sha_256_hash`	657,894,474	657894474	26.7%
`emails.type`	586,230,072	586230072	23.7%
`experience`	935,410,508	935410508	37.9%
`experience.company`	894,363,531	894363531	36.2%
`experience.company.facebook_url`	376,146,643	376146643	15.2%
`experience.company.founded`	475,365,011	475365011	19.3%
`experience.company.id`	616,829,901	616829901	25.0%
`experience.company.industry`	592,641,036	592641036	24.0%
`experience.company.industry_v2`	583,730,627	583730627	23.6%
`experience.company.linkedin_id`	616,829,901	616829901	25.0%
`experience.company.linkedin_url`	616,829,901	616829901	25.0%
`experience.company.location`	600,760,678	600760678	24.3%
`experience.company.location.address_line_2`	87,311,137	87311137	3.5%
`experience.company.location.continent`	599,585,725	599585725	24.3%
`experience.company.location.country`	600,756,630	600756630	24.3%
`experience.company.location.geo`	559,409,175	559409175	22.7%
`experience.company.location.locality`	564,636,343	564636343	22.9%
`experience.company.location.metro`	247,430,378	247430378	10.0%
`experience.company.location.name`	600,760,678	600760678	24.3%
`experience.company.location.postal_code`	490,977,361	490977361	19.9%
`experience.company.location.region`	572,658,536	572658536	23.2%
`experience.company.location.street_address`	447,749,825	447749825	18.1%
`experience.company.name`	894,363,531	894363531	36.2%
`experience.company.raw`	894,343,381	894343381	36.2%
`experience.company.size`	616,829,901	616829901	25.0%
`experience.company.ticker`	126,310,863	126310863	5.1%
`experience.company.twitter_url`	310,645,566	310645566	12.6%
`experience.company.type`	616,829,901	616829901	25.0%
`experience.company.website`	562,422,477	562422477	22.8%
`experience.end_date`	282,945,668	282945668	11.5%
`experience.first_seen`	935,410,508	935410508	37.9%
`experience.is_primary`	935,410,508	935410508	37.9%
`experience.last_seen`	935,410,508	935410508	37.9%
`experience.location_names`	352,181,071	352181071	14.3%
`experience.num_sources`	935,410,508	935410508	37.9%
`experience.start_date`	452,790,767	452790767	18.3%
`experience.summary`	194,258,063	194258063	7.9%
`experience.title`	791,238,750	791238750	32.1%
`experience.title.class`	535,977,855	535977855	21.7%
`experience.title.levels`	266,070,007	266070007	10.8%
`experience.title.name`	791,238,750	791238750	32.1%
`experience.title.raw`	791,238,750	791238750	32.1%
`experience.title.role`	535,977,855	535977855	21.7%
`experience.title.sub_role`	460,912,987	460912987	18.7%
`facebook_friends`	38,478,343	38478343	1.6%
`facebook_id`	1,003,074,539	1003074539	40.6%
`facebook_url`	714,026,866	714026866	28.9%
`facebook_username`	714,026,866	714026866	28.9%
`first_name`	2,468,465,575	2468465575	100.0%
`first_seen`	2,468,465,575	2468465575	100.0%
`full_name`	2,468,465,575	2468465575	100.0%
`github_url`	4,727,907	4727907	0.2%
`github_username`	4,727,907	4727907	0.2%
`headline`	302,060,377	302060377	12.2%
`id`	2,468,465,575	2468465575	100.0%
`industry`	455,182,705	455182705	18.4%
`inferred_salary`	376,386,412	376386412	15.2%
`inferred_salary_confidence`	283,302,959	283302959	11.67%
`inferred_salary_high`	283,302,959	283302959	11.67%
`inferred_salary_low`	283,302,959	283302959	11.67%
`inferred_years_experience`	445,840,086	445840086	18.1%
`interests`	99,560,146	99560146	4.0%
`job_company_12mo_employee_growth_rate`	370,835,216	370835216	15.0%
`job_company_employee_count`	376,289,446	376289446	15.2%
`job_company_facebook_url`	187,222,923	187222923	7.6%
`job_company_founded`	268,032,098	268032098	10.9%
`job_company_id`	376,334,681	376334681	15.2%
`job_company_industry`	358,461,907	358461907	14.5%
`job_company_industry_v2`	353,270,890	353270890	14.3%
`job_company_inferred_revenue`	376,289,446	376289446	15.2%
`job_company_linkedin_id`	376,334,681	376334681	15.2%
`job_company_linkedin_url`	376,334,681	376334681	15.2%
`job_company_location_address_line_2`	31,210,374	31210374	1.3%
`job_company_location_continent`	361,608,801	361608801	14.6%
`job_company_location_country`	362,514,333	362514333	14.7%
`job_company_location_geo`	328,519,702	328519702	13.3%
`job_company_location_locality`	333,090,064	333090064	13.5%
`job_company_location_metro`	111,973,932	111973932	4.5%
`job_company_location_name`	362,519,649	362519649	14.7%
`job_company_location_postal_code`	265,597,806	265597806	10.8%
`job_company_location_region`	340,993,613	340993613	13.8%
`job_company_location_street_address`	234,410,466	234410466	9.5%
`job_company_name`	548,506,672	548506672	22.2%
`job_company_size`	376,334,681	376334681	15.2%
`job_company_ticker`	53,246,611	53246611	2.2%
`job_company_total_funding_raised`	70,477,571	70477571	2.9%
`job_company_twitter_url`	138,219,858	138219858	5.6%
`job_company_type`	376,334,681	376334681	15.2%
`job_company_website`	330,572,349	330572349	13.4%
`job_history`	935,502,075	935502075	37.9%
`job_history.company_id`	626,914,634	626914634	25.4%
`job_history.company_name`	895,103,670	895103670	36.3%
`job_history.first_seen`	935,502,075	935502075	37.9%
`job_history.last_seen`	935,502,075	935502075	37.9%
`job_history.num_sources`	935,502,075	935502075	37.9%
`job_history.title`	791,337,188	791337188	32.1%
`job_last_changed`	573,246,827	573246827	23.2%
`job_last_verified`	573,246,827	573246827	23.2%
`job_onet_broad_occupation`	258,498,542	258498542	10.5%
`job_onet_code`	258,498,542	258498542	10.5%
`job_onet_major_group`	258,498,542	258498542	10.5%
`job_onet_minor_group`	258,498,542	258498542	10.5%
`job_onet_specific_occupation`	258,498,542	258498542	10.5%
`job_onet_specific_occupation_detail`	102,499,124	102499124	4.2%
`job_start_date`	361,683,241	361683241	14.7%
`job_summary`	86,482,182	86482182	3.5%
`job_title`	559,322,081	559322081	22.7%
`job_title_class`	336,662,858	336662858	13.6%
`job_title_levels`	141,254,959	141254959	5.7%
`job_title_role`	336,662,858	336662858	13.6%
`job_title_sub_role`	267,007,039	267007039	10.8%
`languages`	307,767,216	307767216	12.5%
`languages.name`	307,767,216	307767216	12.5%
`languages.proficiency`	69,300,775	69300775	2.8%
`last_initial`	2,468,465,575	2468465575	100.0%
`last_name`	2,451,207,407	2451207407	99.3%
`linkedin_connections`	521,205,632	521205632	21.1%
`linkedin_id`	632,431,600	632431600	25.6%
`linkedin_url`	775,223,845	775223845	31.4%
`linkedin_username`	775,223,845	775223845	31.4%
`location_address_line_2`	68,600,534	68600534	2.8%
`location_continent`	1,828,423,212	1828423212	74.1%
`location_country`	1,828,364,366	1828364366	74.1%
`location_geo`	1,483,887,602	1483887602	60.1%
`location_last_updated`	1,140,171,310	1140171310	46.2%
`location_locality`	1,493,948,026	1493948026	60.5%
`location_metro`	615,203,884	615203884	24.9%
`location_name`	1,828,423,212	1828423212	74.1%
`location_names`	1,500,011,158	1500011158	60.8%
`location_postal_code`	490,469,041	490469041	19.9%
`location_region`	1,613,967,707	1613967707	65.4%
`location_street_address`	463,855,144	463855144	18.8%
`middle_initial`	616,116,636	616116636	25.0%
`middle_name`	417,092,291	417092291	16.9%
`mobile_phone`	498,404,436	498404436	20.2%
`name_aliases`	135,009,477	135009477	5.5%
`num_records`	2,468,465,575	2468465575	100.0%
`num_sources`	2,468,465,575	2468465575	100.0%
`personal_emails`	426,696,224	426696224	17.3%
`phone_numbers`	896,577,559	896577559	36.3%
`phones`	896,577,559	896577559	36.3%
`phones.first_seen`	896,577,559	896577559	36.3%
`phones.last_seen`	896,577,559	896577559	36.3%
`phones.num_sources`	896,577,559	896577559	36.3%
`phones.number`	896,577,559	896577559	36.3%
`possible_birth_dates`	172,309,286	172309286	7.0%
`possible_emails`	114,188,450	114188450	4.6%
`possible_emails.address`	114,188,450	114188450	4.6%
`possible_emails.first_seen`	114,188,450	114188450	4.6%
`possible_emails.last_seen`	114,188,450	114188450	4.6%
`possible_emails.md5_hash`	114,188,450	114188450	4.6%
`possible_emails.num_sources`	114,188,450	114188450	4.6%
`possible_emails.sha_256_hash`	114,188,450	114188450	4.6%
`possible_emails.type`	95,972,430	95972430	3.9%
`possible_location_names`	1,009,568,047	1009568047	40.9%
`possible_phones`	48,156,848	48156848	2.0%
`possible_phones.first_seen`	48,156,848	48156848	2.0%
`possible_phones.last_seen`	48,156,848	48156848	2.0%
`possible_phones.num_sources`	48,156,848	48156848	2.0%
`possible_phones.number`	48,156,848	48156848	2.0%
`possible_profiles`	64,495,732	64495732	2.6%
`possible_profiles.first_seen`	64,495,732	64495732	2.6%
`possible_profiles.id`	46,651,041	46651041	1.9%
`possible_profiles.last_seen`	64,495,732	64495732	2.6%
`possible_profiles.network`	64,495,732	64495732	2.6%
`possible_profiles.num_sources`	64,495,732	64495732	2.6%
`possible_profiles.url`	64,495,732	64495732	2.6%
`possible_profiles.username`	45,999,824	45999824	1.9%
`possible_street_addresses`	41,515,791	41515791	1.7%
`possible_street_addresses.address_line_2`	8,149,035	8149035	0.3%
`possible_street_addresses.continent`	41,515,791	41515791	1.7%
`possible_street_addresses.country`	41,515,791	41515791	1.7%
`possible_street_addresses.first_seen`	41,515,791	41515791	1.7%
`possible_street_addresses.geo`	41,513,949	41513949	1.7%
`possible_street_addresses.last_seen`	41,515,791	41515791	1.7%
`possible_street_addresses.locality`	41,515,219	41515219	1.7%
`possible_street_addresses.metro`	35,274,237	35274237	1.4%
`possible_street_addresses.name`	41,515,791	41515791	1.7%
`possible_street_addresses.num_sources`	41,515,791	41515791	1.7%
`possible_street_addresses.postal_code`	41,245,555	41245555	1.7%
`possible_street_addresses.region`	41,515,422	41515422	1.7%
`possible_street_addresses.street_address`	41,515,791	41515791	1.7%
`profile_score`	817,838,859	817838859	33.1%
`profile_score_factors`	817,838,859	817838859	33.1%
`profile_score_factors.attribute_fill_rate`	817,838,859	817838859	33.1%
`profile_score_factors.has_valid_url`	817,838,859	817838859	33.1%
`profile_score_factors.meets_connection_threshold`	817,838,859	817838859	33.1%
`profile_score_factors.profile_age_months`	817,838,859	817838859	33.1%
`profiles`	1,885,890,950	1885890950	76.4%
`profiles.first_seen`	1,885,890,950	1885890950	76.4%
`profiles.id`	1,634,443,899	1634443899	66.2%
`profiles.last_seen`	1,885,890,950	1885890950	76.4%
`profiles.network`	1,885,890,950	1885890950	76.4%
`profiles.num_sources`	1,885,890,950	1885890950	76.4%
`profiles.url`	1,885,890,950	1885890950	76.4%
`profiles.username`	1,578,201,805	1578201805	63.9%
`recommended_personal_email`	426,636,773	426636773	17.3%
`regions`	1,623,379,782	1623379782	65.8%
`sex`	1,747,886,035	1747886035	70.8%
`skills`	230,136,093	230136093	9.3%
`street_addresses`	471,838,843	471838843	19.1%
`street_addresses.address_line_2`	168,631,399	168631399	6.8%
`street_addresses.continent`	471,838,843	471838843	19.1%
`street_addresses.country`	471,838,843	471838843	19.1%
`street_addresses.first_seen`	471,838,843	471838843	19.1%
`street_addresses.geo`	471,703,791	471703791	19.1%
`street_addresses.last_seen`	471,838,843	471838843	19.1%
`street_addresses.locality`	471,829,693	471829693	19.1%
`street_addresses.metro`	405,841,266	405841266	16.4%
`street_addresses.name`	471,838,843	471838843	19.1%
`street_addresses.num_sources`	471,838,843	471838843	19.1%
`street_addresses.postal_code`	469,149,480	469149480	19.0%
`street_addresses.region`	471,835,292	471835292	19.1%
`street_addresses.street_address`	471,838,843	471838843	19.1%
`summary`	190,376,533	190376533	7.7%
`twitter_url`	55,691,461	55691461	2.3%
`twitter_username`	55,691,461	55691461	2.3%
`work_email`	84,455,619	84455619	3.4%

Stats shown are accurate as of data version 36.0

General

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Person Data

Person APIs

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IP Data

IP API

Job Posting Data

Job Posting API

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