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`	2,466,058,443	2466058443	100.0%
`activity_score`	757,641,759	757641759	30.7%
`activity_score_factors`	757,641,759	757641759	30.7%
`activity_score_factors.connection_change`	757,641,759	757641759	30.7%
`activity_score_factors.months_since_last_end_resume`	103,533,028	103533028	4.2%
`activity_score_factors.profile_change`	757,641,759	757641759	30.7%
`birth_date`	173,414,800	173414800	7.0%
`birth_year`	351,133,172	351133172	14.2%
`certifications`	68,648,017	68648017	2.8%
`certifications.end_date`	51,835,058	51835058	2.1%
`certifications.name`	68,648,017	68648017	2.8%
`certifications.organization`	67,523,490	67523490	2.7%
`certifications.start_date`	57,880,369	57880369	2.3%
`countries`	1,825,099,160	1825099160	74.0%
`education`	744,503,169	744503169	30.2%
`education.degrees`	191,268,424	191268424	7.8%
`education.end_date`	338,712,329	338712329	13.7%
`education.gpa`	11,809,373	11809373	0.5%
`education.majors`	243,737,182	243737182	9.9%
`education.minors`	1,799,957	1799957	0.1%
`education.raw`	375,418,643	375418643	15.2%
`education.school`	743,774,063	743774063	30.2%
`education.school.domain`	539,853,712	539853712	21.9%
`education.school.facebook_url`	341,725,083	341725083	13.9%
`education.school.id`	564,313,356	564313356	22.9%
`education.school.linkedin_id`	564,313,356	564313356	22.9%
`education.school.linkedin_url`	564,288,748	564288748	22.9%
`education.school.location`	526,161,300	526161300	21.3%
`education.school.location.continent`	526,161,300	526161300	21.3%
`education.school.location.country`	526,160,872	526160872	21.3%
`education.school.location.locality`	502,144,752	502144752	20.4%
`education.school.location.name`	526,161,300	526161300	21.3%
`education.school.location.region`	514,428,760	514428760	20.9%
`education.school.name`	743,735,494	743735494	30.2%
`education.school.raw`	741,339,166	741339166	30.1%
`education.school.twitter_url`	321,844,190	321844190	13.1%
`education.school.type`	694,453,119	694453119	28.2%
`education.school.website`	539,853,712	539853712	21.9%
`education.start_date`	323,151,945	323151945	13.1%
`education.summary`	77,869,603	77869603	3.2%
`emails`	658,270,793	658270793	26.7%
`emails.address`	658,270,793	658270793	26.7%
`emails.first_seen`	658,270,793	658270793	26.7%
`emails.last_seen`	658,270,793	658270793	26.7%
`emails.md5_hash`	658,270,793	658270793	26.7%
`emails.num_sources`	658,270,793	658270793	26.7%
`emails.sha_256_hash`	658,270,793	658270793	26.7%
`emails.type`	585,642,221	585642221	23.7%
`experience`	929,974,399	929974399	37.7%
`experience.company`	887,877,337	887877337	36.0%
`experience.company.facebook_url`	363,036,969	363036969	14.7%
`experience.company.founded`	469,666,455	469666455	19.0%
`experience.company.id`	610,480,914	610480914	24.8%
`experience.company.industry`	586,512,181	586512181	23.8%
`experience.company.industry_v2`	577,296,888	577296888	23.4%
`experience.company.linkedin_id`	610,480,914	610480914	24.8%
`experience.company.linkedin_url`	610,480,914	610480914	24.8%
`experience.company.location`	588,592,822	588592822	23.9%
`experience.company.location.address_line_2`	90,369,535	90369535	3.7%
`experience.company.location.continent`	587,422,427	587422427	23.8%
`experience.company.location.country`	588,589,713	588589713	23.9%
`experience.company.location.geo`	548,983,130	548983130	22.3%
`experience.company.location.locality`	555,948,904	555948904	22.5%
`experience.company.location.metro`	243,780,466	243780466	9.9%
`experience.company.location.name`	588,592,822	588592822	23.9%
`experience.company.location.postal_code`	490,658,617	490658617	19.9%
`experience.company.location.region`	562,725,085	562725085	22.8%
`experience.company.location.street_address`	454,931,036	454931036	18.4%
`experience.company.name`	887,877,337	887877337	36.0%
`experience.company.raw`	887,857,465	887857465	36.0%
`experience.company.size`	610,480,914	610480914	24.8%
`experience.company.ticker`	124,995,899	124995899	5.1%
`experience.company.twitter_url`	308,993,425	308993425	12.5%
`experience.company.type`	610,480,914	610480914	24.8%
`experience.company.website`	556,717,533	556717533	22.6%
`experience.end_date`	279,925,738	279925738	11.4%
`experience.first_seen`	929,974,399	929974399	37.7%
`experience.is_primary`	929,974,399	929974399	37.7%
`experience.last_seen`	929,974,399	929974399	37.7%
`experience.location_names`	352,951,570	352951570	14.3%
`experience.num_sources`	929,974,399	929974399	37.7%
`experience.start_date`	447,363,224	447363224	18.1%
`experience.summary`	190,650,963	190650963	7.7%
`experience.title`	785,883,088	785883088	31.9%
`experience.title.class`	528,981,171	528981171	21.5%
`experience.title.levels`	261,602,584	261602584	10.6%
`experience.title.name`	785,883,088	785883088	31.9%
`experience.title.raw`	785,883,088	785883088	31.9%
`experience.title.role`	528,981,171	528981171	21.5%
`experience.title.sub_role`	453,916,685	453916685	18.4%
`facebook_friends`	38,594,981	38594981	1.6%
`facebook_id`	1,003,884,528	1003884528	40.7%
`facebook_url`	714,679,259	714679259	29.0%
`facebook_username`	714,679,259	714679259	29.0%
`first_name`	2,466,058,443	2466058443	100.0%
`first_seen`	2,466,058,443	2466058443	100.0%
`full_name`	2,466,058,443	2466058443	100.0%
`github_url`	3,787,525	3787525	0.2%
`github_username`	3,787,525	3787525	0.2%
`headline`	261,935,933	261935933	10.6%
`id`	2,466,058,443	2466058443	100.0%
`industry`	440,589,701	440589701	17.9%
`inferred_salary`	293,670,367	293670367	11.9%
`inferred_years_experience`	439,950,160	439950160	17.8%
`interests`	100,157,751	100157751	4.1%
`job_company_12mo_employee_growth_rate`	366,725,594	366725594	14.9%
`job_company_employee_count`	371,928,638	371928638	15.1%
`job_company_facebook_url`	180,430,158	180430158	7.3%
`job_company_founded`	265,320,352	265320352	10.8%
`job_company_id`	371,967,429	371967429	15.1%
`job_company_industry`	354,771,055	354771055	14.4%
`job_company_industry_v2`	349,085,968	349085968	14.2%
`job_company_inferred_revenue`	371,928,638	371928638	15.1%
`job_company_linkedin_id`	371,967,429	371967429	15.1%
`job_company_linkedin_url`	371,967,429	371967429	15.1%
`job_company_location_address_line_2`	32,446,448	32446448	1.3%
`job_company_location_continent`	352,345,128	352345128	14.3%
`job_company_location_country`	353,264,857	353264857	14.3%
`job_company_location_geo`	321,012,110	321012110	13.0%
`job_company_location_locality`	327,476,902	327476902	13.3%
`job_company_location_metro`	110,162,281	110162281	4.5%
`job_company_location_name`	353,269,346	353269346	14.3%
`job_company_location_postal_code`	265,715,145	265715145	10.8%
`job_company_location_region`	333,887,200	333887200	13.5%
`job_company_location_street_address`	242,470,065	242470065	9.8%
`job_company_name`	543,175,612	543175612	22.0%
`job_company_size`	371,967,429	371967429	15.1%
`job_company_ticker`	53,218,877	53218877	2.2%
`job_company_total_funding_raised`	65,491,258	65491258	2.7%
`job_company_twitter_url`	138,890,874	138890874	5.6%
`job_company_type`	371,967,429	371967429	15.1%
`job_company_website`	327,241,356	327241356	13.3%
`job_history`	930,817,316	930817316	37.7%
`job_history.company_id`	622,258,301	622258301	25.2%
`job_history.company_name`	890,380,454	890380454	36.1%
`job_history.first_seen`	930,817,316	930817316	37.7%
`job_history.last_seen`	930,817,316	930817316	37.7%
`job_history.num_sources`	930,817,316	930817316	37.7%
`job_history.title`	786,912,712	786912712	31.9%
`job_last_changed`	575,627,692	575627692	23.3%
`job_last_verified`	575,627,692	575627692	23.3%
`job_onet_broad_occupation`	255,713,426	255713426	10.4%
`job_onet_code`	255,713,426	255713426	10.4%
`job_onet_major_group`	255,713,426	255713426	10.4%
`job_onet_minor_group`	255,713,426	255713426	10.4%
`job_onet_specific_occupation`	255,713,426	255713426	10.4%
`job_onet_specific_occupation_detail`	101,379,368	101379368	4.1%
`job_start_date`	350,076,198	350076198	14.2%
`job_summary`	83,891,343	83891343	3.4%
`job_title`	558,885,185	558885185	22.7%
`job_title_class`	332,838,195	332838195	13.5%
`job_title_levels`	138,113,430	138113430	5.6%
`job_title_role`	332,838,195	332838195	13.5%
`job_title_sub_role`	263,476,551	263476551	10.7%
`languages`	308,427,247	308427247	12.5%
`languages.name`	308,427,247	308427247	12.5%
`languages.proficiency`	69,205,011	69205011	2.8%
`last_initial`	2,466,058,443	2466058443	100.0%
`last_name`	2,449,284,282	2449284282	99.3%
`linkedin_connections`	511,833,822	511833822	20.8%
`linkedin_id`	625,308,679	625308679	25.4%
`linkedin_url`	775,916,028	775916028	31.5%
`linkedin_username`	775,916,028	775916028	31.5%
`location_address_line_2`	68,813,713	68813713	2.8%
`location_continent`	1,825,128,350	1825128350	74.0%
`location_country`	1,825,069,710	1825069710	74.0%
`location_geo`	1,492,932,141	1492932141	60.5%
`location_last_updated`	1,135,910,475	1135910475	46.1%
`location_locality`	1,508,401,417	1508401417	61.2%
`location_metro`	615,874,770	615874770	25.0%
`location_name`	1,825,128,350	1825128350	74.0%
`location_names`	1,513,809,137	1513809137	61.4%
`location_postal_code`	493,014,683	493014683	20.0%
`location_region`	1,611,795,164	1611795164	65.4%
`location_street_address`	465,620,494	465620494	18.9%
`middle_initial`	616,746,186	616746186	25.0%
`middle_name`	416,745,683	416745683	16.9%
`mobile_phone`	498,984,691	498984691	20.2%
`name_aliases`	131,951,709	131951709	5.4%
`num_records`	2,466,058,443	2466058443	100.0%
`num_sources`	2,466,058,443	2466058443	100.0%
`personal_emails`	427,950,332	427950332	17.4%
`phone_numbers`	898,971,701	898971701	36.5%
`phones`	898,971,701	898971701	36.5%
`phones.first_seen`	898,971,701	898971701	36.5%
`phones.last_seen`	898,971,701	898971701	36.5%
`phones.num_sources`	898,971,701	898971701	36.5%
`phones.number`	898,971,701	898971701	36.5%
`possible_birth_dates`	173,151,172	173151172	7.0%
`possible_emails`	114,753,903	114753903	4.7%
`possible_emails.address`	114,753,903	114753903	4.7%
`possible_emails.first_seen`	114,753,903	114753903	4.7%
`possible_emails.last_seen`	114,753,903	114753903	4.7%
`possible_emails.md5_hash`	114,753,903	114753903	4.7%
`possible_emails.num_sources`	114,753,903	114753903	4.7%
`possible_emails.sha_256_hash`	114,753,903	114753903	4.7%
`possible_emails.type`	96,176,950	96176950	3.9%
`possible_location_names`	1,018,054,802	1018054802	41.3%
`possible_phones`	48,459,450	48459450	2.0%
`possible_phones.first_seen`	48,459,450	48459450	2.0%
`possible_phones.last_seen`	48,459,450	48459450	2.0%
`possible_phones.num_sources`	48,459,450	48459450	2.0%
`possible_phones.number`	48,459,450	48459450	2.0%
`possible_profiles`	64,634,739	64634739	2.6%
`possible_profiles.first_seen`	64,634,739	64634739	2.6%
`possible_profiles.id`	46,765,381	46765381	1.9%
`possible_profiles.last_seen`	64,634,739	64634739	2.6%
`possible_profiles.network`	64,634,739	64634739	2.6%
`possible_profiles.num_sources`	64,634,739	64634739	2.6%
`possible_profiles.url`	64,634,739	64634739	2.6%
`possible_profiles.username`	46,122,984	46122984	1.9%
`possible_street_addresses`	41,632,334	41632334	1.7%
`possible_street_addresses.address_line_2`	8,185,135	8185135	0.3%
`possible_street_addresses.continent`	41,632,334	41632334	1.7%
`possible_street_addresses.country`	41,632,334	41632334	1.7%
`possible_street_addresses.first_seen`	41,632,334	41632334	1.7%
`possible_street_addresses.geo`	41,630,493	41630493	1.7%
`possible_street_addresses.last_seen`	41,632,334	41632334	1.7%
`possible_street_addresses.locality`	41,631,760	41631760	1.7%
`possible_street_addresses.metro`	35,373,269	35373269	1.4%
`possible_street_addresses.name`	41,632,334	41632334	1.7%
`possible_street_addresses.num_sources`	41,632,334	41632334	1.7%
`possible_street_addresses.postal_code`	41,361,972	41361972	1.7%
`possible_street_addresses.region`	41,631,963	41631963	1.7%
`possible_street_addresses.street_address`	41,632,334	41632334	1.7%
`profile_score`	813,797,256	813797256	33.0%
`profile_score_factors`	813,797,256	813797256	33.0%
`profile_score_factors.attribute_fill_rate`	813,797,256	813797256	33.0%
`profile_score_factors.has_valid_url`	813,797,256	813797256	33.0%
`profile_score_factors.meets_connection_threshold`	813,797,256	813797256	33.0%
`profile_score_factors.profile_age_months`	813,797,256	813797256	33.0%
`profiles`	1,881,689,688	1881689688	76.3%
`profiles.first_seen`	1,881,689,688	1881689688	76.3%
`profiles.id`	1,621,129,798	1621129798	65.7%
`profiles.last_seen`	1,881,689,688	1881689688	76.3%
`profiles.network`	1,881,689,688	1881689688	76.3%
`profiles.num_sources`	1,881,689,688	1881689688	76.3%
`profiles.url`	1,881,689,688	1881689688	76.3%
`profiles.username`	1,573,866,609	1573866609	63.8%
`recommended_personal_email`	427,890,699	427890699	17.4%
`regions`	1,620,455,341	1620455341	65.7%
`sex`	1,746,235,798	1746235798	70.8%
`skills`	209,119,842	209119842	8.5%
`street_addresses`	474,449,143	474449143	19.2%
`street_addresses.address_line_2`	169,701,562	169701562	6.9%
`street_addresses.continent`	474,449,143	474449143	19.2%
`street_addresses.country`	474,449,143	474449143	19.2%
`street_addresses.first_seen`	474,449,143	474449143	19.2%
`street_addresses.geo`	473,781,123	473781123	19.2%
`street_addresses.last_seen`	474,449,143	474449143	19.2%
`street_addresses.locality`	473,908,847	473908847	19.2%
`street_addresses.metro`	407,631,277	407631277	16.5%
`street_addresses.name`	474,449,143	474449143	19.2%
`street_addresses.num_sources`	474,449,143	474449143	19.2%
`street_addresses.postal_code`	471,305,399	471305399	19.1%
`street_addresses.region`	473,997,356	473997356	19.2%
`street_addresses.street_address`	474,449,143	474449143	19.2%
`summary`	187,624,158	187624158	7.6%
`twitter_url`	55,689,162	55689162	2.3%
`twitter_username`	55,689,162	55689162	2.3%
`work_email`	91,560,108	91560108	3.7%

Stats shown are accurate as of data version 34.2