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`	2,465,457,822	2465457822	100.0%
`activity_score`	754,368,691	754368691	30.6%
`activity_score_factors`	754,368,691	754368691	30.6%
`activity_score_factors.connection_change`	754,368,691	754368691	30.6%
`activity_score_factors.months_since_last_end_resume`	101,193,029	101193029	4.1%
`activity_score_factors.profile_change`	754,368,691	754368691	30.6%
`birth_date`	172,769,864	172769864	7.0%
`birth_year`	350,040,458	350040458	14.2%
`certifications`	69,090,949	69090949	2.8%
`certifications.end_date`	51,959,792	51959792	2.1%
`certifications.name`	69,090,949	69090949	2.8%
`certifications.organization`	67,970,367	67970367	2.8%
`certifications.start_date`	58,399,124	58399124	2.4%
`countries`	1,824,892,580	1824892580	74.0%
`education`	743,964,416	743964416	30.2%
`education.degrees`	191,565,022	191565022	7.8%
`education.end_date`	337,096,180	337096180	13.7%
`education.gpa`	11,779,524	11779524	0.5%
`education.majors`	244,014,949	244014949	9.9%
`education.minors`	1,802,554	1802554	0.1%
`education.raw`	375,618,910	375618910	15.2%
`education.school`	743,223,120	743223120	30.1%
`education.school.domain`	539,845,444	539845444	21.9%
`education.school.facebook_url`	340,462,553	340462553	13.8%
`education.school.id`	564,613,210	564613210	22.9%
`education.school.linkedin_id`	564,613,210	564613210	22.9%
`education.school.linkedin_url`	564,588,625	564588625	22.9%
`education.school.location`	528,580,980	528580980	21.4%
`education.school.location.continent`	528,580,980	528580980	21.4%
`education.school.location.country`	528,568,085	528568085	21.4%
`education.school.location.locality`	503,230,933	503230933	20.4%
`education.school.location.name`	528,580,980	528580980	21.4%
`education.school.location.region`	515,487,142	515487142	20.9%
`education.school.name`	743,150,098	743150098	30.1%
`education.school.raw`	740,758,407	740758407	30.0%
`education.school.twitter_url`	320,225,209	320225209	13.0%
`education.school.type`	694,041,465	694041465	28.2%
`education.school.website`	539,845,444	539845444	21.9%
`education.start_date`	321,602,521	321602521	13.0%
`education.summary`	77,677,368	77677368	3.2%
`emails`	657,185,687	657185687	26.7%
`emails.address`	657,185,687	657185687	26.7%
`emails.first_seen`	657,185,687	657185687	26.7%
`emails.last_seen`	657,185,687	657185687	26.7%
`emails.md5_hash`	657,185,687	657185687	26.7%
`emails.num_sources`	657,185,687	657185687	26.7%
`emails.sha_256_hash`	657,185,687	657185687	26.7%
`emails.type`	585,133,390	585133390	23.7%
`experience`	931,825,215	931825215	37.8%
`experience.company`	890,677,375	890677375	36.1%
`experience.company.facebook_url`	370,479,205	370479205	15.0%
`experience.company.founded`	471,470,810	471470810	19.1%
`experience.company.id`	612,919,106	612919106	24.9%
`experience.company.industry`	588,890,075	588890075	23.9%
`experience.company.industry_v2`	579,754,811	579754811	23.5%
`experience.company.linkedin_id`	612,919,106	612919106	24.9%
`experience.company.linkedin_url`	612,919,106	612919106	24.9%
`experience.company.location`	590,961,073	590961073	24.0%
`experience.company.location.address_line_2`	88,967,117	88967117	3.6%
`experience.company.location.continent`	589,787,577	589787577	23.9%
`experience.company.location.country`	590,958,245	590958245	24.0%
`experience.company.location.geo`	552,011,782	552011782	22.4%
`experience.company.location.locality`	558,517,417	558517417	22.7%
`experience.company.location.metro`	244,296,520	244296520	9.9%
`experience.company.location.name`	590,961,073	590961073	24.0%
`experience.company.location.postal_code`	500,215,770	500215770	20.3%
`experience.company.location.region`	565,205,357	565205357	22.9%
`experience.company.location.street_address`	453,469,599	453469599	18.4%
`experience.company.name`	890,677,375	890677375	36.1%
`experience.company.raw`	890,657,456	890657456	36.1%
`experience.company.size`	612,919,106	612919106	24.9%
`experience.company.ticker`	124,388,077	124388077	5.0%
`experience.company.twitter_url`	308,698,222	308698222	12.5%
`experience.company.type`	612,919,106	612919106	24.9%
`experience.company.website`	558,728,783	558728783	22.7%
`experience.end_date`	279,403,014	279403014	11.3%
`experience.first_seen`	931,825,215	931825215	37.8%
`experience.is_primary`	931,825,215	931825215	37.8%
`experience.last_seen`	931,825,215	931825215	37.8%
`experience.location_names`	352,786,684	352786684	14.3%
`experience.num_sources`	931,825,215	931825215	37.8%
`experience.start_date`	449,780,346	449780346	18.2%
`experience.summary`	191,405,834	191405834	7.8%
`experience.title`	788,013,707	788013707	32.0%
`experience.title.class`	532,046,154	532046154	21.6%
`experience.title.levels`	263,754,529	263754529	10.7%
`experience.title.name`	788,013,707	788013707	32.0%
`experience.title.raw`	788,013,707	788013707	32.0%
`experience.title.role`	532,046,154	532046154	21.6%
`experience.title.sub_role`	456,996,040	456996040	18.5%
`facebook_friends`	38,509,535	38509535	1.6%
`facebook_id`	1,003,232,175	1003232175	40.7%
`facebook_url`	714,165,458	714165458	29.0%
`facebook_username`	714,165,458	714165458	29.0%
`first_name`	2,465,457,822	2465457822	100.0%
`first_seen`	2,465,457,822	2465457822	100.0%
`full_name`	2,465,457,822	2465457822	100.0%
`github_url`	4,613,901	4613901	0.2%
`github_username`	4,613,901	4613901	0.2%
`headline`	273,594,810	273594810	11.1%
`id`	2,465,457,822	2465457822	100.0%
`industry`	445,815,412	445815412	18.1%
`inferred_salary`	293,783,502	293783502	11.9%
`inferred_years_experience`	442,949,859	442949859	18.0%
`interests`	99,756,182	99756182	4.0%
`job_company_12mo_employee_growth_rate`	367,665,951	367665951	14.9%
`job_company_employee_count`	372,673,465	372673465	15.1%
`job_company_facebook_url`	184,045,685	184045685	7.5%
`job_company_founded`	265,385,770	265385770	10.8%
`job_company_id`	372,714,693	372714693	15.1%
`job_company_industry`	355,320,275	355320275	14.4%
`job_company_industry_v2`	349,620,454	349620454	14.2%
`job_company_inferred_revenue`	372,673,465	372673465	15.1%
`job_company_linkedin_id`	372,714,693	372714693	15.1%
`job_company_linkedin_url`	372,714,693	372714693	15.1%
`job_company_location_address_line_2`	31,813,882	31813882	1.3%
`job_company_location_continent`	352,985,173	352985173	14.3%
`job_company_location_country`	353,881,914	353881914	14.4%
`job_company_location_geo`	322,310,063	322310063	13.1%
`job_company_location_locality`	328,286,353	328286353	13.3%
`job_company_location_metro`	110,088,564	110088564	4.5%
`job_company_location_name`	353,886,473	353886473	14.4%
`job_company_location_postal_code`	274,322,141	274322141	11.1%
`job_company_location_region`	334,605,121	334605121	13.6%
`job_company_location_street_address`	240,052,516	240052516	9.7%
`job_company_name`	545,623,737	545623737	22.1%
`job_company_size`	372,714,693	372714693	15.1%
`job_company_ticker`	52,495,421	52495421	2.1%
`job_company_total_funding_raised`	67,843,946	67843946	2.8%
`job_company_twitter_url`	137,702,825	137702825	5.6%
`job_company_type`	372,714,693	372714693	15.1%
`job_company_website`	327,447,076	327447076	13.3%
`job_history`	931,917,116	931917116	37.8%
`job_history.company_id`	623,139,009	623139009	25.3%
`job_history.company_name`	891,429,764	891429764	36.2%
`job_history.first_seen`	931,917,116	931917116	37.8%
`job_history.last_seen`	931,917,116	931917116	37.8%
`job_history.num_sources`	931,917,116	931917116	37.8%
`job_history.title`	788,111,070	788111070	32.0%
`job_last_changed`	570,426,595	570426595	23.1%
`job_last_verified`	570,426,595	570426595	23.1%
`job_onet_broad_occupation`	257,312,689	257312689	10.4%
`job_onet_code`	257,312,689	257312689	10.4%
`job_onet_major_group`	257,312,689	257312689	10.4%
`job_onet_minor_group`	257,312,689	257312689	10.4%
`job_onet_specific_occupation`	257,312,689	257312689	10.4%
`job_onet_specific_occupation_detail`	101,951,392	101951392	4.1%
`job_start_date`	359,592,646	359592646	14.6%
`job_summary`	85,227,063	85227063	3.5%
`job_title`	556,789,479	556789479	22.6%
`job_title_class`	334,138,518	334138518	13.6%
`job_title_levels`	140,230,587	140230587	5.7%
`job_title_role`	334,138,518	334138518	13.6%
`job_title_sub_role`	264,718,947	264718947	10.7%
`languages`	307,670,287	307670287	12.5%
`languages.name`	307,670,287	307670287	12.5%
`languages.proficiency`	68,873,102	68873102	2.8%
`last_initial`	2,465,457,822	2465457822	100.0%
`last_name`	2,448,550,826	2448550826	99.3%
`linkedin_connections`	509,069,350	509069350	20.6%
`linkedin_id`	626,111,549	626111549	25.4%
`linkedin_url`	772,549,512	772549512	31.3%
`linkedin_username`	772,549,512	772549512	31.3%
`location_address_line_2`	68,684,749	68684749	2.8%
`location_continent`	1,824,921,748	1824921748	74.0%
`location_country`	1,824,863,175	1824863175	74.0%
`location_geo`	1,491,619,018	1491619018	60.5%
`location_last_updated`	1,136,197,827	1136197827	46.1%
`location_locality`	1,507,080,309	1507080309	61.1%
`location_metro`	615,515,493	615515493	25.0%
`location_name`	1,824,921,748	1824921748	74.0%
`location_names`	1,512,516,497	1512516497	61.3%
`location_postal_code`	492,042,624	492042624	20.0%
`location_region`	1,610,482,018	1610482018	65.3%
`location_street_address`	464,492,326	464492326	18.8%
`middle_initial`	616,129,142	616129142	25.0%
`middle_name`	416,755,274	416755274	16.9%
`mobile_phone`	498,791,762	498791762	20.2%
`name_aliases`	132,589,072	132589072	5.4%
`num_records`	2,465,457,822	2465457822	100.0%
`num_sources`	2,465,457,822	2465457822	100.0%
`personal_emails`	427,120,097	427120097	17.3%
`phone_numbers`	897,533,619	897533619	36.4%
`phones`	897,533,619	897533619	36.4%
`phones.first_seen`	897,533,619	897533619	36.4%
`phones.last_seen`	897,533,619	897533619	36.4%
`phones.num_sources`	897,533,619	897533619	36.4%
`phones.number`	897,533,619	897533619	36.4%
`possible_birth_dates`	172,623,760	172623760	7.0%
`possible_emails`	114,417,909	114417909	4.6%
`possible_emails.address`	114,417,909	114417909	4.6%
`possible_emails.first_seen`	114,417,909	114417909	4.6%
`possible_emails.last_seen`	114,417,909	114417909	4.6%
`possible_emails.md5_hash`	114,417,909	114417909	4.6%
`possible_emails.num_sources`	114,417,909	114417909	4.6%
`possible_emails.sha_256_hash`	114,417,909	114417909	4.6%
`possible_emails.type`	96,142,219	96142219	3.9%
`possible_location_names`	1,017,939,871	1017939871	41.3%
`possible_phones`	48,275,459	48275459	2.0%
`possible_phones.first_seen`	48,275,459	48275459	2.0%
`possible_phones.last_seen`	48,275,459	48275459	2.0%
`possible_phones.num_sources`	48,275,459	48275459	2.0%
`possible_phones.number`	48,275,459	48275459	2.0%
`possible_profiles`	64,506,534	64506534	2.6%
`possible_profiles.first_seen`	64,506,534	64506534	2.6%
`possible_profiles.id`	46,692,171	46692171	1.9%
`possible_profiles.last_seen`	64,506,534	64506534	2.6%
`possible_profiles.network`	64,506,534	64506534	2.6%
`possible_profiles.num_sources`	64,506,534	64506534	2.6%
`possible_profiles.url`	64,506,534	64506534	2.6%
`possible_profiles.username`	46,008,957	46008957	1.9%
`possible_street_addresses`	41,581,032	41581032	1.7%
`possible_street_addresses.address_line_2`	8,164,746	8164746	0.3%
`possible_street_addresses.continent`	41,581,032	41581032	1.7%
`possible_street_addresses.country`	41,581,032	41581032	1.7%
`possible_street_addresses.first_seen`	41,581,032	41581032	1.7%
`possible_street_addresses.geo`	41,579,192	41579192	1.7%
`possible_street_addresses.last_seen`	41,581,032	41581032	1.7%
`possible_street_addresses.locality`	41,580,459	41580459	1.7%
`possible_street_addresses.metro`	35,320,230	35320230	1.4%
`possible_street_addresses.name`	41,581,032	41581032	1.7%
`possible_street_addresses.num_sources`	41,581,032	41581032	1.7%
`possible_street_addresses.postal_code`	41,310,585	41310585	1.7%
`possible_street_addresses.region`	41,580,661	41580661	1.7%
`possible_street_addresses.street_address`	41,581,032	41581032	1.7%
`profile_score`	814,943,130	814943130	33.1%
`profile_score_factors`	814,943,130	814943130	33.1%
`profile_score_factors.attribute_fill_rate`	814,943,130	814943130	33.1%
`profile_score_factors.has_valid_url`	814,943,130	814943130	33.1%
`profile_score_factors.meets_connection_threshold`	814,943,130	814943130	33.1%
`profile_score_factors.profile_age_months`	814,943,130	814943130	33.1%
`profiles`	1,882,251,591	1882251591	76.3%
`profiles.first_seen`	1,882,251,591	1882251591	76.3%
`profiles.id`	1,626,633,607	1626633607	66.0%
`profiles.last_seen`	1,882,251,591	1882251591	76.3%
`profiles.network`	1,882,251,591	1882251591	76.3%
`profiles.num_sources`	1,882,251,591	1882251591	76.3%
`profiles.url`	1,882,251,591	1882251591	76.3%
`profiles.username`	1,574,550,499	1574550499	63.9%
`recommended_personal_email`	427,060,602	427060602	17.3%
`regions`	1,619,241,709	1619241709	65.7%
`sex`	1,745,873,434	1745873434	70.8%
`skills`	213,236,073	213236073	8.6%
`street_addresses`	473,080,654	473080654	19.2%
`street_addresses.address_line_2`	169,000,169	169000169	6.9%
`street_addresses.continent`	473,080,654	473080654	19.2%
`street_addresses.country`	473,080,654	473080654	19.2%
`street_addresses.first_seen`	473,080,654	473080654	19.2%
`street_addresses.geo`	472,415,932	472415932	19.2%
`street_addresses.last_seen`	473,080,654	473080654	19.2%
`street_addresses.locality`	472,543,609	472543609	19.2%
`street_addresses.metro`	406,323,064	406323064	16.5%
`street_addresses.name`	473,080,654	473080654	19.2%
`street_addresses.num_sources`	473,080,654	473080654	19.2%
`street_addresses.postal_code`	469,939,254	469939254	19.1%
`street_addresses.region`	472,631,947	472631947	19.2%
`street_addresses.street_address`	473,080,654	473080654	19.2%
`summary`	188,157,415	188157415	7.6%
`twitter_url`	55,692,599	55692599	2.3%
`twitter_username`	55,692,599	55692599	2.3%
`work_email`	85,278,047	85278047	3.5%

Stats shown are accurate as of data version 35.1

General

API Overview

Person Data

Person APIs

Company Data

Company APIs

IP Data

IP API

Job Posting Data

Job Posting API

Supporting APIs

Data Standardization

Free Datasets

Libraries

Integrations

Resources

Data License

Support

Description

​Description

Description