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`	2,464,949,742	2464949742	100.0%
`activity_score`	756,548,575	756548575	30.7%
`activity_score_factors`	756,548,575	756548575	30.7%
`activity_score_factors.connection_change`	756,548,575	756548575	30.7%
`activity_score_factors.months_since_last_end_resume`	103,474,896	103474896	4.2%
`activity_score_factors.profile_change`	756,548,575	756548575	30.7%
`birth_date`	173,543,397	173543397	7.0%
`birth_year`	351,342,962	351342962	14.3%
`certifications`	68,458,523	68458523	2.8%
`certifications.end_date`	51,760,813	51760813	2.1%
`certifications.name`	68,458,523	68458523	2.8%
`certifications.organization`	67,334,428	67334428	2.7%
`certifications.start_date`	57,655,209	57655209	2.3%
`countries`	1,824,472,749	1824472749	74.0%
`education`	744,219,803	744219803	30.2%
`education.degrees`	191,078,181	191078181	7.8%
`education.end_date`	338,457,996	338457996	13.7%
`education.gpa`	11,816,995	11816995	0.5%
`education.majors`	243,549,269	243549269	9.9%
`education.minors`	1,796,612	1796612	0.1%
`education.raw`	375,148,579	375148579	15.2%
`education.school`	743,490,692	743490692	30.2%
`education.school.domain`	539,602,773	539602773	21.9%
`education.school.facebook_url`	341,554,304	341554304	13.9%
`education.school.id`	564,058,103	564058103	22.9%
`education.school.linkedin_id`	564,058,103	564058103	22.9%
`education.school.linkedin_url`	564,033,497	564033497	22.9%
`education.school.location`	525,913,860	525913860	21.3%
`education.school.location.continent`	525,913,860	525913860	21.3%
`education.school.location.country`	525,913,432	525913432	21.3%
`education.school.location.locality`	501,918,500	501918500	20.4%
`education.school.location.name`	525,913,860	525913860	21.3%
`education.school.location.region`	514,186,799	514186799	20.9%
`education.school.name`	743,452,127	743452127	30.2%
`education.school.raw`	741,013,520	741013520	30.1%
`education.school.twitter_url`	321,683,928	321683928	13.1%
`education.school.type`	694,177,286	694177286	28.2%
`education.school.website`	539,602,773	539602773	21.9%
`education.start_date`	322,903,296	322903296	13.1%
`education.summary`	77,909,157	77909157	3.2%
`emails`	658,489,827	658489827	26.7%
`emails.address`	658,489,827	658489827	26.7%
`emails.first_seen`	658,489,827	658489827	26.7%
`emails.last_seen`	658,489,827	658489827	26.7%
`emails.md5_hash`	658,489,827	658489827	26.7%
`emails.num_sources`	658,489,827	658489827	26.7%
`emails.sha_256_hash`	658,489,827	658489827	26.7%
`emails.type`	585,275,108	585275108	23.7%
`experience`	929,121,670	929121670	37.7%
`experience.company`	887,087,396	887087396	36.0%
`experience.company.facebook_url`	362,129,890	362129890	14.7%
`experience.company.founded`	464,521,804	464521804	18.8%
`experience.company.id`	609,025,683	609025683	24.7%
`experience.company.industry`	582,021,387	582021387	23.6%
`experience.company.industry_v2`	558,017,559	558017559	22.6%
`experience.company.linkedin_id`	609,025,683	609025683	24.7%
`experience.company.linkedin_url`	609,025,683	609025683	24.7%
`experience.company.location`	583,698,723	583698723	23.7%
`experience.company.location.address_line_2`	90,455,080	90455080	3.7%
`experience.company.location.continent`	582,525,209	582525209	23.6%
`experience.company.location.country`	583,695,650	583695650	23.7%
`experience.company.location.geo`	543,443,823	543443823	22.0%
`experience.company.location.locality`	550,407,327	550407327	22.3%
`experience.company.location.metro`	242,550,913	242550913	9.8%
`experience.company.location.name`	583,698,723	583698723	23.7%
`experience.company.location.postal_code`	483,207,117	483207117	19.6%
`experience.company.location.region`	557,266,574	557266574	22.6%
`experience.company.location.street_address`	450,765,776	450765776	18.3%
`experience.company.name`	887,087,396	887087396	36.0%
`experience.company.raw`	887,067,604	887067604	36.0%
`experience.company.size`	609,025,683	609025683	24.7%
`experience.company.ticker`	125,784,445	125784445	5.1%
`experience.company.twitter_url`	307,886,422	307886422	12.5%
`experience.company.type`	609,025,683	609025683	24.7%
`experience.company.website`	552,841,934	552841934	22.4%
`experience.end_date`	279,607,510	279607510	11.3%
`experience.first_seen`	929,121,670	929121670	37.7%
`experience.is_primary`	929,121,670	929121670	37.7%
`experience.last_seen`	929,121,670	929121670	37.7%
`experience.location_names`	352,770,614	352770614	14.3%
`experience.num_sources`	929,121,670	929121670	37.7%
`experience.start_date`	447,054,669	447054669	18.1%
`experience.summary`	190,370,706	190370706	7.7%
`experience.title`	785,018,093	785018093	31.8%
`experience.title.class`	528,287,472	528287472	21.4%
`experience.title.levels`	261,128,188	261128188	10.6%
`experience.title.name`	785,018,093	785018093	31.8%
`experience.title.raw`	785,018,093	785018093	31.8%
`experience.title.role`	528,287,472	528287472	21.4%
`experience.title.sub_role`	453,186,982	453186982	18.4%
`facebook_friends`	38,604,603	38604603	1.6%
`facebook_id`	1,003,932,553	1003932553	40.7%
`facebook_url`	714,718,773	714718773	29.0%
`facebook_username`	714,718,773	714718773	29.0%
`first_name`	2,464,949,742	2464949742	100.0%
`first_seen`	2,464,949,742	2464949742	100.0%
`full_name`	2,464,949,742	2464949742	100.0%
`github_url`	3,656,834	3656834	0.1%
`github_username`	3,656,834	3656834	0.1%
`headline`	255,645,569	255645569	10.4%
`id`	2,464,949,742	2464949742	100.0%
`industry`	437,795,763	437795763	17.8%
`inferred_salary`	293,290,279	293290279	11.9%
`inferred_years_experience`	439,558,300	439558300	17.8%
`interests`	100,218,497	100218497	4.1%
`job_company_12mo_employee_growth_rate`	365,759,478	365759478	14.8%
`job_company_employee_count`	370,986,585	370986585	15.1%
`job_company_facebook_url`	179,778,514	179778514	7.3%
`job_company_founded`	261,877,876	261877876	10.6%
`job_company_id`	371,024,880	371024880	15.1%
`job_company_industry`	351,307,658	351307658	14.3%
`job_company_industry_v2`	335,870,583	335870583	13.6%
`job_company_inferred_revenue`	370,986,585	370986585	15.1%
`job_company_linkedin_id`	371,024,880	371024880	15.1%
`job_company_linkedin_url`	371,024,880	371024880	15.1%
`job_company_location_address_line_2`	32,531,273	32531273	1.3%
`job_company_location_continent`	348,616,351	348616351	14.1%
`job_company_location_country`	349,535,960	349535960	14.2%
`job_company_location_geo`	316,924,734	316924734	12.9%
`job_company_location_locality`	323,386,031	323386031	13.1%
`job_company_location_metro`	109,336,371	109336371	4.4%
`job_company_location_name`	349,540,392	349540392	14.2%
`job_company_location_postal_code`	260,358,439	260358439	10.6%
`job_company_location_region`	329,886,996	329886996	13.4%
`job_company_location_street_address`	239,598,376	239598376	9.7%
`job_company_name`	542,447,834	542447834	22.0%
`job_company_size`	371,024,880	371024880	15.1%
`job_company_ticker`	53,448,746	53448746	2.2%
`job_company_total_funding_raised`	64,801,463	64801463	2.6%
`job_company_twitter_url`	138,319,316	138319316	5.6%
`job_company_type`	371,024,880	371024880	15.1%
`job_company_website`	324,312,077	324312077	13.2%
`job_history`	929,976,237	929976237	37.7%
`job_history.company_id`	620,819,007	620819007	25.2%
`job_history.company_name`	889,598,915	889598915	36.1%
`job_history.first_seen`	929,976,237	929976237	37.7%
`job_history.last_seen`	929,976,237	929976237	37.7%
`job_history.num_sources`	929,976,237	929976237	37.7%
`job_history.title`	786,059,511	786059511	31.9%
`job_last_changed`	574,829,894	574829894	23.3%
`job_last_verified`	574,829,894	574829894	23.3%
`job_onet_broad_occupation`	255,308,315	255308315	10.4%
`job_onet_code`	255,308,315	255308315	10.4%
`job_onet_major_group`	255,308,315	255308315	10.4%
`job_onet_minor_group`	255,308,315	255308315	10.4%
`job_onet_specific_occupation`	255,308,315	255308315	10.4%
`job_onet_specific_occupation_detail`	101,244,823	101244823	4.1%
`job_start_date`	349,851,398	349851398	14.2%
`job_summary`	83,760,160	83760160	3.4%
`job_title`	558,086,667	558086667	22.6%
`job_title_class`	332,249,272	332249272	13.5%
`job_title_levels`	137,673,826	137673826	5.6%
`job_title_role`	332,249,272	332249272	13.5%
`job_title_sub_role`	262,882,277	262882277	10.7%
`languages`	308,545,634	308545634	12.5%
`languages.name`	308,545,634	308545634	12.5%
`languages.proficiency`	69,217,081	69217081	2.8%
`last_initial`	2,464,949,742	2464949742	100.0%
`last_name`	2,448,603,154	2448603154	99.3%
`linkedin_connections`	511,188,923	511188923	20.7%
`linkedin_id`	621,741,211	621741211	25.2%
`linkedin_url`	774,832,430	774832430	31.4%
`linkedin_username`	774,832,430	774832430	31.4%
`location_address_line_2`	68,849,646	68849646	2.8%
`location_continent`	1,824,501,934	1824501934	74.0%
`location_country`	1,824,443,275	1824443275	74.0%
`location_geo`	1,492,261,684	1492261684	60.5%
`location_last_updated`	1,135,184,164	1135184164	46.1%
`location_locality`	1,507,744,267	1507744267	61.2%
`location_metro`	615,863,847	615863847	25.0%
`location_name`	1,824,501,934	1824501934	74.0%
`location_names`	1,513,176,066	1513176066	61.4%
`location_postal_code`	493,282,661	493282661	20.0%
`location_region`	1,611,079,980	1611079980	65.4%
`location_street_address`	465,884,887	465884887	18.9%
`middle_initial`	616,848,476	616848476	25.0%
`middle_name`	416,694,688	416694688	16.9%
`mobile_phone`	497,169,021	497169021	20.2%
`name_aliases`	131,812,532	131812532	5.3%
`num_records`	2,464,949,742	2464949742	100.0%
`num_sources`	2,464,949,742	2464949742	100.0%
`personal_emails`	428,085,108	428085108	17.4%
`phone_numbers`	892,894,147	892894147	36.2%
`phones`	892,894,147	892894147	36.2%
`phones.first_seen`	892,894,147	892894147	36.2%
`phones.last_seen`	892,894,147	892894147	36.2%
`phones.num_sources`	892,894,147	892894147	36.2%
`phones.number`	892,894,147	892894147	36.2%
`possible_birth_dates`	173,251,621	173251621	7.0%
`possible_emails`	114,852,852	114852852	4.7%
`possible_emails.address`	114,852,852	114852852	4.7%
`possible_emails.first_seen`	114,852,852	114852852	4.7%
`possible_emails.last_seen`	114,852,852	114852852	4.7%
`possible_emails.md5_hash`	114,852,852	114852852	4.7%
`possible_emails.num_sources`	114,852,852	114852852	4.7%
`possible_emails.sha_256_hash`	114,852,852	114852852	4.7%
`possible_emails.type`	96,138,320	96138320	3.9%
`possible_location_names`	1,016,646,876	1016646876	41.2%
`possible_phones`	48,517,637	48517637	2.0%
`possible_phones.first_seen`	48,517,637	48517637	2.0%
`possible_phones.last_seen`	48,517,637	48517637	2.0%
`possible_phones.num_sources`	48,517,637	48517637	2.0%
`possible_phones.number`	48,517,637	48517637	2.0%
`possible_profiles`	64,661,668	64661668	2.6%
`possible_profiles.first_seen`	64,661,668	64661668	2.6%
`possible_profiles.id`	46,781,621	46781621	1.9%
`possible_profiles.last_seen`	64,661,668	64661668	2.6%
`possible_profiles.network`	64,661,668	64661668	2.6%
`possible_profiles.num_sources`	64,661,668	64661668	2.6%
`possible_profiles.url`	64,661,668	64661668	2.6%
`possible_profiles.username`	46,149,283	46149283	1.9%
`possible_street_addresses`	41,652,752	41652752	1.7%
`possible_street_addresses.address_line_2`	8,190,289	8190289	0.3%
`possible_street_addresses.continent`	41,652,752	41652752	1.7%
`possible_street_addresses.country`	41,652,752	41652752	1.7%
`possible_street_addresses.first_seen`	41,652,752	41652752	1.7%
`possible_street_addresses.geo`	41,650,913	41650913	1.7%
`possible_street_addresses.last_seen`	41,652,752	41652752	1.7%
`possible_street_addresses.locality`	41,652,179	41652179	1.7%
`possible_street_addresses.metro`	35,391,697	35391697	1.4%
`possible_street_addresses.name`	41,652,752	41652752	1.7%
`possible_street_addresses.num_sources`	41,652,752	41652752	1.7%
`possible_street_addresses.postal_code`	41,382,284	41382284	1.7%
`possible_street_addresses.region`	41,652,382	41652382	1.7%
`possible_street_addresses.street_address`	41,652,752	41652752	1.7%
`profile_score`	812,419,754	812419754	33.0%
`profile_score_factors`	812,419,754	812419754	33.0%
`profile_score_factors.attribute_fill_rate`	812,419,754	812419754	33.0%
`profile_score_factors.has_valid_url`	812,419,754	812419754	33.0%
`profile_score_factors.linkedin_connections`	812,419,754	812419754	33.0%
`profile_score_factors.profile_age_months`	812,419,754	812419754	33.0%
`profiles`	1,880,341,379	1880341379	76.3%
`profiles.first_seen`	1,880,341,379	1880341379	76.3%
`profiles.id`	1,617,359,452	1617359452	65.6%
`profiles.last_seen`	1,880,341,379	1880341379	76.3%
`profiles.network`	1,880,341,379	1880341379	76.3%
`profiles.num_sources`	1,880,341,379	1880341379	76.3%
`profiles.url`	1,880,341,379	1880341379	76.3%
`profiles.username`	1,572,514,567	1572514567	63.8%
`recommended_personal_email`	428,025,415	428025415	17.4%
`regions`	1,619,768,490	1619768490	65.7%
`sex`	1,745,456,778	1745456778	70.8%
`skills`	207,055,218	207055218	8.4%
`street_addresses`	474,712,575	474712575	19.3%
`street_addresses.address_line_2`	169,833,139	169833139	6.9%
`street_addresses.continent`	474,712,575	474712575	19.3%
`street_addresses.country`	474,712,575	474712575	19.3%
`street_addresses.first_seen`	474,712,575	474712575	19.3%
`street_addresses.geo`	474,043,649	474043649	19.2%
`street_addresses.last_seen`	474,712,575	474712575	19.3%
`street_addresses.locality`	474,171,382	474171382	19.2%
`street_addresses.metro`	407,877,287	407877287	16.5%
`street_addresses.name`	474,712,575	474712575	19.3%
`street_addresses.num_sources`	474,712,575	474712575	19.3%
`street_addresses.postal_code`	471,566,914	471566914	19.1%
`street_addresses.region`	474,260,022	474260022	19.2%
`street_addresses.street_address`	474,712,575	474712575	19.3%
`summary`	187,354,052	187354052	7.6%
`twitter_url`	55,683,904	55683904	2.3%
`twitter_username`	55,683,904	55683904	2.3%
`work_email`	91,427,817	91427817	3.7%

Stats shown are accurate as of data version 34.1