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`	2,466,550,602	2466550602	100.0%
`activity_score`	756,750,185	756750185	30.7%
`activity_score_factors`	756,750,185	756750185	30.7%
`activity_score_factors.connection_change`	756,750,185	756750185	30.7%
`activity_score_factors.months_since_last_end_resume`	101,464,951	101464951	4.1%
`activity_score_factors.profile_change`	756,750,185	756750185	30.7%
`birth_date`	173,258,890	173258890	7.0%
`birth_year`	350,869,840	350869840	14.2%
`certifications`	68,952,656	68952656	2.8%
`certifications.end_date`	51,948,026	51948026	2.1%
`certifications.name`	68,952,656	68952656	2.8%
`certifications.organization`	67,829,109	67829109	2.7%
`certifications.start_date`	58,222,045	58222045	2.4%
`countries`	1,825,741,436	1825741436	74.0%
`education`	744,136,202	744136202	30.2%
`education.degrees`	191,584,725	191584725	7.8%
`education.end_date`	337,157,272	337157272	13.7%
`education.gpa`	11,800,914	11800914	0.5%
`education.majors`	244,056,321	244056321	9.9%
`education.minors`	1,805,608	1805608	0.1%
`education.raw`	375,663,639	375663639	15.2%
`education.school`	743,397,643	743397643	30.1%
`education.school.domain`	539,979,525	539979525	21.9%
`education.school.facebook_url`	340,590,164	340590164	13.8%
`education.school.id`	564,752,046	564752046	22.9%
`education.school.linkedin_id`	564,752,046	564752046	22.9%
`education.school.linkedin_url`	564,727,454	564727454	22.9%
`education.school.location`	528,713,154	528713154	21.4%
`education.school.location.continent`	528,713,154	528713154	21.4%
`education.school.location.country`	528,700,257	528700257	21.4%
`education.school.location.locality`	503,363,149	503363149	20.4%
`education.school.location.name`	528,713,154	528713154	21.4%
`education.school.location.region`	515,617,410	515617410	20.9%
`education.school.name`	743,324,557	743324557	30.1%
`education.school.raw`	740,889,138	740889138	30.0%
`education.school.twitter_url`	320,359,378	320359378	13.0%
`education.school.type`	694,209,518	694209518	28.1%
`education.school.website`	539,979,525	539979525	21.9%
`education.start_date`	321,642,119	321642119	13.0%
`education.summary`	77,806,855	77806855	3.2%
`emails`	658,046,554	658046554	26.7%
`emails.address`	658,046,554	658046554	26.7%
`emails.first_seen`	658,046,554	658046554	26.7%
`emails.last_seen`	658,046,554	658046554	26.7%
`emails.md5_hash`	658,046,554	658046554	26.7%
`emails.num_sources`	658,046,554	658046554	26.7%
`emails.sha_256_hash`	658,046,554	658046554	26.7%
`emails.type`	585,915,664	585915664	23.8%
`experience`	931,797,543	931797543	37.8%
`experience.company`	890,649,077	890649077	36.1%
`experience.company.facebook_url`	369,181,891	369181891	15.0%
`experience.company.founded`	471,233,005	471233005	19.1%
`experience.company.id`	612,947,975	612947975	24.9%
`experience.company.industry`	588,880,976	588880976	23.9%
`experience.company.industry_v2`	579,684,471	579684471	23.5%
`experience.company.linkedin_id`	612,947,975	612947975	24.9%
`experience.company.linkedin_url`	612,947,975	612947975	24.9%
`experience.company.location`	590,925,918	590925918	24.0%
`experience.company.location.address_line_2`	91,217,388	91217388	3.7%
`experience.company.location.continent`	589,752,056	589752056	23.9%
`experience.company.location.country`	590,923,176	590923176	24.0%
`experience.company.location.geo`	551,305,659	551305659	22.4%
`experience.company.location.locality`	558,282,274	558282274	22.6%
`experience.company.location.metro`	244,331,793	244331793	9.9%
`experience.company.location.name`	590,925,918	590925918	24.0%
`experience.company.location.postal_code`	491,853,095	491853095	19.9%
`experience.company.location.region`	565,090,261	565090261	22.9%
`experience.company.location.street_address`	456,275,606	456275606	18.5%
`experience.company.name`	890,649,077	890649077	36.1%
`experience.company.raw`	890,629,145	890629145	36.1%
`experience.company.size`	612,947,975	612947975	24.9%
`experience.company.ticker`	124,843,465	124843465	5.1%
`experience.company.twitter_url`	308,838,285	308838285	12.5%
`experience.company.type`	612,947,975	612947975	24.9%
`experience.company.website`	558,662,719	558662719	22.6%
`experience.end_date`	279,238,121	279238121	11.3%
`experience.first_seen`	931,797,543	931797543	37.8%
`experience.is_primary`	931,797,543	931797543	37.8%
`experience.last_seen`	931,797,543	931797543	37.8%
`experience.location_names`	352,806,448	352806448	14.3%
`experience.num_sources`	931,797,543	931797543	37.8%
`experience.start_date`	449,696,714	449696714	18.2%
`experience.summary`	191,256,968	191256968	7.8%
`experience.title`	787,928,472	787928472	31.9%
`experience.title.class`	531,974,527	531974527	21.6%
`experience.title.levels`	263,680,620	263680620	10.7%
`experience.title.name`	787,928,472	787928472	31.9%
`experience.title.raw`	787,928,472	787928472	31.9%
`experience.title.role`	531,974,527	531974527	21.6%
`experience.title.sub_role`	456,922,539	456922539	18.5%
`facebook_friends`	38,580,307	38580307	1.6%
`facebook_id`	1,003,651,589	1003651589	40.7%
`facebook_url`	714,527,936	714527936	29.0%
`facebook_username`	714,527,936	714527936	29.0%
`first_name`	2,466,550,602	2466550602	100.0%
`first_seen`	2,466,550,602	2466550602	100.0%
`full_name`	2,466,550,602	2466550602	100.0%
`github_url`	4,534,077	4534077	0.2%
`github_username`	4,534,077	4534077	0.2%
`headline`	268,639,200	268639200	10.9%
`id`	2,466,550,602	2466550602	100.0%
`industry`	444,040,115	444040115	18.0%
`inferred_salary`	293,720,817	293720817	11.9%
`inferred_years_experience`	442,808,446	442808446	18.0%
`interests`	100,080,985	100080985	4.1%
`job_company_12mo_employee_growth_rate`	367,592,394	367592394	14.9%
`job_company_employee_count`	372,626,106	372626106	15.1%
`job_company_facebook_url`	182,987,904	182987904	7.4%
`job_company_founded`	265,218,761	265218761	10.8%
`job_company_id`	372,666,882	372666882	15.1%
`job_company_industry`	355,272,255	355272255	14.4%
`job_company_industry_v2`	349,528,756	349528756	14.2%
`job_company_inferred_revenue`	372,626,106	372626106	15.1%
`job_company_linkedin_id`	372,666,882	372666882	15.1%
`job_company_linkedin_url`	372,666,882	372666882	15.1%
`job_company_location_address_line_2`	32,826,816	32826816	1.3%
`job_company_location_continent`	352,913,226	352913226	14.3%
`job_company_location_country`	353,809,922	353809922	14.3%
`job_company_location_geo`	321,611,133	321611133	13.0%
`job_company_location_locality`	328,056,279	328056279	13.3%
`job_company_location_metro`	110,093,586	110093586	4.5%
`job_company_location_name`	353,814,429	353814429	14.3%
`job_company_location_postal_code`	265,741,082	265741082	10.8%
`job_company_location_region`	334,477,047	334477047	13.6%
`job_company_location_street_address`	242,302,618	242302618	9.8%
`job_company_name`	545,518,727	545518727	22.1%
`job_company_size`	372,666,882	372666882	15.1%
`job_company_ticker`	52,748,551	52748551	2.1%
`job_company_total_funding_raised`	67,395,943	67395943	2.7%
`job_company_twitter_url`	137,831,269	137831269	5.6%
`job_company_type`	372,666,882	372666882	15.1%
`job_company_website`	327,327,125	327327125	13.3%
`job_history`	931,890,029	931890029	37.8%
`job_history.company_id`	623,183,071	623183071	25.3%
`job_history.company_name`	891,402,239	891402239	36.1%
`job_history.first_seen`	931,890,029	931890029	37.8%
`job_history.last_seen`	931,890,029	931890029	37.8%
`job_history.num_sources`	931,890,029	931890029	37.8%
`job_history.title`	788,026,417	788026417	31.9%
`job_last_changed`	570,301,750	570301750	23.1%
`job_last_verified`	570,301,750	570301750	23.1%
`job_onet_broad_occupation`	257,293,777	257293777	10.4%
`job_onet_code`	257,293,777	257293777	10.4%
`job_onet_major_group`	257,293,777	257293777	10.4%
`job_onet_minor_group`	257,293,777	257293777	10.4%
`job_onet_specific_occupation`	257,293,777	257293777	10.4%
`job_onet_specific_occupation_detail`	101,925,598	101925598	4.1%
`job_start_date`	359,560,549	359560549	14.6%
`job_summary`	85,146,995	85146995	3.5%
`job_title`	556,658,355	556658355	22.6%
`job_title_class`	334,066,091	334066091	13.5%
`job_title_levels`	140,158,651	140158651	5.7%
`job_title_role`	334,066,091	334066091	13.5%
`job_title_sub_role`	264,651,151	264651151	10.7%
`languages`	308,277,659	308277659	12.5%
`languages.name`	308,277,659	308277659	12.5%
`languages.proficiency`	69,203,610	69203610	2.8%
`last_initial`	2,466,550,602	2466550602	100.0%
`last_name`	2,449,708,817	2449708817	99.3%
`linkedin_connections`	510,287,308	510287308	20.7%
`linkedin_id`	626,547,153	626547153	25.4%
`linkedin_url`	775,007,767	775007767	31.4%
`linkedin_username`	775,007,767	775007767	31.4%
`location_address_line_2`	68,842,390	68842390	2.8%
`location_continent`	1,825,770,616	1825770616	74.0%
`location_country`	1,825,712,010	1825712010	74.0%
`location_geo`	1,492,409,116	1492409116	60.5%
`location_last_updated`	1,136,696,801	1136696801	46.1%
`location_locality`	1,507,876,441	1507876441	61.1%
`location_metro`	616,531,129	616531129	25.0%
`location_name`	1,825,770,616	1825770616	74.0%
`location_names`	1,513,320,355	1513320355	61.4%
`location_postal_code`	493,049,355	493049355	20.0%
`location_region`	1,611,278,866	1611278866	65.3%
`location_street_address`	465,480,530	465480530	18.9%
`middle_initial`	616,881,027	616881027	25.0%
`middle_name`	417,077,185	417077185	16.9%
`mobile_phone`	499,503,540	499503540	20.3%
`name_aliases`	132,487,889	132487889	5.4%
`num_records`	2,466,550,602	2466550602	100.0%
`num_sources`	2,466,550,602	2466550602	100.0%
`personal_emails`	427,849,366	427849366	17.3%
`phone_numbers`	898,852,523	898852523	36.4%
`phones`	898,852,523	898852523	36.4%
`phones.first_seen`	898,852,523	898852523	36.4%
`phones.last_seen`	898,852,523	898852523	36.4%
`phones.num_sources`	898,852,523	898852523	36.4%
`phones.number`	898,852,523	898852523	36.4%
`possible_birth_dates`	173,021,626	173021626	7.0%
`possible_emails`	114,750,076	114750076	4.7%
`possible_emails.address`	114,750,076	114750076	4.7%
`possible_emails.first_seen`	114,750,076	114750076	4.7%
`possible_emails.last_seen`	114,750,076	114750076	4.7%
`possible_emails.md5_hash`	114,750,076	114750076	4.7%
`possible_emails.num_sources`	114,750,076	114750076	4.7%
`possible_emails.sha_256_hash`	114,750,076	114750076	4.7%
`possible_emails.type`	96,435,275	96435275	3.9%
`possible_location_names`	1,018,897,791	1018897791	41.3%
`possible_phones`	48,444,225	48444225	2.0%
`possible_phones.first_seen`	48,444,225	48444225	2.0%
`possible_phones.last_seen`	48,444,225	48444225	2.0%
`possible_phones.num_sources`	48,444,225	48444225	2.0%
`possible_phones.number`	48,444,225	48444225	2.0%
`possible_profiles`	64,647,395	64647395	2.6%
`possible_profiles.first_seen`	64,647,395	64647395	2.6%
`possible_profiles.id`	46,766,907	46766907	1.9%
`possible_profiles.last_seen`	64,647,395	64647395	2.6%
`possible_profiles.network`	64,647,395	64647395	2.6%
`possible_profiles.num_sources`	64,647,395	64647395	2.6%
`possible_profiles.url`	64,647,395	64647395	2.6%
`possible_profiles.username`	46,145,806	46145806	1.9%
`possible_street_addresses`	41,676,978	41676978	1.7%
`possible_street_addresses.address_line_2`	8,189,914	8189914	0.3%
`possible_street_addresses.continent`	41,676,978	41676978	1.7%
`possible_street_addresses.country`	41,676,978	41676978	1.7%
`possible_street_addresses.first_seen`	41,676,978	41676978	1.7%
`possible_street_addresses.geo`	41,675,136	41675136	1.7%
`possible_street_addresses.last_seen`	41,676,978	41676978	1.7%
`possible_street_addresses.locality`	41,676,404	41676404	1.7%
`possible_street_addresses.metro`	35,409,698	35409698	1.4%
`possible_street_addresses.name`	41,676,978	41676978	1.7%
`possible_street_addresses.num_sources`	41,676,978	41676978	1.7%
`possible_street_addresses.postal_code`	41,405,993	41405993	1.7%
`possible_street_addresses.region`	41,676,607	41676607	1.7%
`possible_street_addresses.street_address`	41,676,978	41676978	1.7%
`profile_score`	814,855,745	814855745	33.0%
`profile_score_factors`	814,855,745	814855745	33.0%
`profile_score_factors.attribute_fill_rate`	814,855,745	814855745	33.0%
`profile_score_factors.has_valid_url`	814,855,745	814855745	33.0%
`profile_score_factors.meets_connection_threshold`	814,855,745	814855745	33.0%
`profile_score_factors.profile_age_months`	814,855,745	814855745	33.0%
`profiles`	1,882,526,129	1882526129	76.3%
`profiles.first_seen`	1,882,526,129	1882526129	76.3%
`profiles.id`	1,625,021,555	1625021555	65.9%
`profiles.last_seen`	1,882,526,129	1882526129	76.3%
`profiles.network`	1,882,526,129	1882526129	76.3%
`profiles.num_sources`	1,882,526,129	1882526129	76.3%
`profiles.url`	1,882,526,129	1882526129	76.3%
`profiles.username`	1,574,767,589	1574767589	63.8%
`recommended_personal_email`	427,789,756	427789756	17.3%
`regions`	1,620,041,583	1620041583	65.7%
`sex`	1,746,745,169	1746745169	70.8%
`skills`	211,649,981	211649981	8.6%
`street_addresses`	474,096,792	474096792	19.2%
`street_addresses.address_line_2`	169,535,887	169535887	6.9%
`street_addresses.continent`	474,096,792	474096792	19.2%
`street_addresses.country`	474,096,792	474096792	19.2%
`street_addresses.first_seen`	474,096,792	474096792	19.2%
`street_addresses.geo`	473,429,369	473429369	19.2%
`street_addresses.last_seen`	474,096,792	474096792	19.2%
`street_addresses.locality`	473,557,074	473557074	19.2%
`street_addresses.metro`	407,301,208	407301208	16.5%
`street_addresses.name`	474,096,792	474096792	19.2%
`street_addresses.num_sources`	474,096,792	474096792	19.2%
`street_addresses.postal_code`	470,954,677	470954677	19.1%
`street_addresses.region`	473,645,521	473645521	19.2%
`street_addresses.street_address`	474,096,792	474096792	19.2%
`summary`	188,026,494	188026494	7.6%
`twitter_url`	55,749,153	55749153	2.3%
`twitter_username`	55,749,153	55749153	2.3%
`work_email`	85,560,518	85560518	3.5%

Stats shown are accurate as of data version 35.0

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