API 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. Restricted Fields are premium fields that are not accessible by default.

Common Use Cases
Enrichment

Field	Count	Numeric	Fill Percentage	Restricted Field
`Total`	3,194,796,756	3194796756	100.0%
`birth_date`	205,359,490	205359490	6.4%
`birth_year`	515,350,379	515350379	16.1%
`certifications`	26,611,742	26611742	0.8%	T
`certifications.end_date`	5,756,594	5756594	0.2%	T
`certifications.name`	26,611,742	26611742	0.8%	T
`certifications.organization`	22,104,804	22104804	0.7%	T
`certifications.start_date`	17,930,004	17930004	0.6%	T
`countries`	2,155,892,557	2155892557	67.5%
`education`	487,310,995	487310995	15.3%
`education.degrees`	133,448,853	133448853	4.2%
`education.end_date`	213,739,670	213739670	6.7%
`education.gpa`	4,791,882	4791882	0.1%
`education.majors`	161,938,336	161938336	5.1%
`education.minors`	1,317,987	1317987	0.0%
`education.raw`	245,592,072	245592072	7.7%	T
`education.school`	477,538,527	477538527	14.9%
`education.school.domain`	290,206,097	290206097	9.1%
`education.school.facebook_url`	212,809,163	212809163	6.7%
`education.school.id`	297,812,740	297812740	9.3%
`education.school.linkedin_id`	289,922,913	289922913	9.1%
`education.school.linkedin_url`	289,922,913	289922913	9.1%
`education.school.location`	295,206,008	295206008	9.2%
`education.school.location.continent`	295,206,008	295206008	9.2%
`education.school.location.country`	295,206,008	295206008	9.2%
`education.school.location.locality`	218,948,744	218948744	6.9%
`education.school.location.name`	295,206,008	295206008	9.2%
`education.school.location.region`	235,270,050	235270050	7.4%
`education.school.name`	477,524,580	477524580	14.9%
`education.school.raw`	472,974,653	472974653	14.8%	T
`education.school.twitter_url`	202,010,267	202010267	6.3%
`education.school.type`	437,362,014	437362014	13.7%
`education.school.website`	290,206,097	290206097	9.1%
`education.start_date`	194,151,331	194151331	6.1%
`education.summary`	29,980,935	29980935	0.9%	T
`emails`	1,103,666,859	1103666859	34.5%
`emails.address`	1,103,666,859	1103666859	34.5%
`emails.first_seen`	1,103,666,859	1103666859	34.5%	T
`emails.last_seen`	1,103,666,859	1103666859	34.5%	T
`emails.num_sources`	1,103,666,859	1103666859	34.5%	T
`emails.type`	976,594,558	976594558	30.6%
`experience`	1,053,889,961	1053889961	33.0%
`experience.company`	958,131,291	958131291	30.0%
`experience.company.facebook_url`	343,164,698	343164698	10.7%
`experience.company.founded`	487,624,414	487624414	15.3%
`experience.company.fuzzy_match`	958,131,291	958131291	30.0%	T
`experience.company.id`	636,267,286	636267286	19.9%
`experience.company.industry`	615,554,700	615554700	19.3%
`experience.company.linkedin_id`	635,281,573	635281573	19.9%
`experience.company.linkedin_url`	636,267,286	636267286	19.9%
`experience.company.location`	602,917,458	602917458	18.9%
`experience.company.location.address_line_2`	53,517,370	53517370	1.7%
`experience.company.location.continent`	602,917,458	602917458	18.9%
`experience.company.location.country`	602,909,434	602909434	18.9%
`experience.company.location.geo`	496,785,990	496785990	15.5%
`experience.company.location.locality`	498,839,338	498839338	15.6%
`experience.company.location.metro`	297,957,264	297957264	9.3%
`experience.company.location.name`	602,917,458	602917458	18.9%
`experience.company.location.postal_code`	322,274,362	322274362	10.1%
`experience.company.location.region`	545,017,924	545017924	17.1%
`experience.company.location.street_address`	330,086,712	330086712	10.3%
`experience.company.name`	958,131,291	958131291	30.0%
`experience.company.raw`	923,562,881	923562881	28.9%	T
`experience.company.size`	636,267,286	636267286	19.9%
`experience.company.ticker`	147,591,777	147591777	4.6%	T
`experience.company.twitter_url`	367,424,203	367424203	11.5%
`experience.company.type`	636,267,286	636267286	19.9%	T
`experience.company.website`	587,475,071	587475071	18.4%
`experience.end_date`	205,607,053	205607053	6.4%
`experience.first_seen`	1,053,889,961	1053889961	33.0%	T
`experience.is_primary`	1,053,889,961	1053889961	33.0%
`experience.last_seen`	1,053,889,961	1053889961	33.0%	T
`experience.location_names`	264,201,631	264201631	8.3%
`experience.num_sources`	1,053,889,961	1053889961	33.0%	T
`experience.start_date`	353,746,819	353746819	11.1%
`experience.summary`	133,982,450	133982450	4.2%	T
`experience.title`	877,085,801	877085801	27.5%
`experience.title.levels`	295,261,094	295261094	9.2%
`experience.title.name`	877,085,801	877085801	27.5%
`experience.title.raw`	877,085,801	877085801	27.5%	T
`experience.title.role`	348,175,398	348175398	10.9%
`experience.title.sub_role`	227,799,847	227799847	7.1%
`facebook_friends`	40,048,773	40048773	1.3%	T
`facebook_id`	1,011,397,716	1011397716	31.7%
`facebook_url`	721,769,426	721769426	22.6%
`facebook_username`	721,769,426	721769426	22.6%
`first_name`	3,194,796,756	3194796756	100.0%
`first_seen`	3,194,796,756	3194796756	100.0%	T
`full_name`	3,194,796,756	3194796756	100.0%
`gender`	2,299,161,826	2299161826	72.0%
`github_url`	5,559,278	5559278	0.2%
`github_username`	5,559,278	5559278	0.2%
`id`	3,194,796,756	3194796756	100.0%
`industry`	410,513,834	410513834	12.8%
`inferred_salary`	279,575,395	279575395	8.8%	T
`inferred_years_experience`	365,711,942	365711942	11.4%	T
`interests`	101,091,292	101091292	3.2%
`job_company_facebook_url`	133,797,540	133797540	4.2%
`job_company_founded`	215,719,836	215719836	6.8%
`job_company_id`	297,876,050	297876050	9.3%
`job_company_industry`	285,714,880	285714880	8.9%
`job_company_linkedin_id`	297,504,561	297504561	9.3%
`job_company_linkedin_url`	297,876,050	297876050	9.3%
`job_company_location_address_line_2`	14,453,521	14453521	0.5%
`job_company_location_continent`	276,200,768	276200768	8.6%
`job_company_location_country`	276,192,377	276192377	8.6%
`job_company_location_geo`	207,446,541	207446541	6.5%
`job_company_location_locality`	208,872,854	208872854	6.5%
`job_company_location_metro`	98,932,116	98932116	3.1%
`job_company_location_name`	276,200,768	276200768	8.6%
`job_company_location_postal_code`	107,965,069	107965069	3.4%
`job_company_location_region`	238,916,860	238916860	7.5%
`job_company_location_street_address`	112,126,473	112126473	3.5%
`job_company_name`	475,299,222	475299222	14.9%
`job_company_size`	297,876,050	297876050	9.3%
`job_company_ticker`	52,275,859	52275859	1.6%	T
`job_company_twitter_url`	143,189,031	143189031	4.5%
`job_company_type`	297,876,050	297876050	9.3%	T
`job_company_website`	263,311,439	263311439	8.2%
`job_history`	1,054,400,820	1054400820	33.0%	T
`job_history.company_id`	645,104,492	645104492	20.2%	T
`job_history.company_name`	958,931,725	958931725	30.0%	T
`job_history.first_seen`	1,054,400,820	1054400820	33.0%	T
`job_history.last_seen`	1,054,400,820	1054400820	33.0%	T
`job_history.num_sources`	1,054,400,820	1054400820	33.0%	T
`job_history.title`	877,631,255	877631255	27.5%	T
`job_last_updated`	510,167,668	510167668	16.0%
`job_onet_broad_occupation`	245,494,661	245494661	7.7%	T
`job_onet_code`	245,494,661	245494661	7.7%	T
`job_onet_major_group`	245,494,661	245494661	7.7%	T
`job_onet_minor_group`	245,494,661	245494661	7.7%	T
`job_onet_specific_occupation`	245,494,661	245494661	7.7%	T
`job_onet_specific_occupation_detail`	96,580,382	96580382	3.0%	T
`job_start_date`	243,384,293	243384293	7.6%
`job_summary`	49,048,421	49048421	1.5%	T
`job_title`	546,286,292	546286292	17.1%
`job_title_levels`	130,574,333	130574333	4.1%
`job_title_role`	172,576,517	172576517	5.4%
`job_title_sub_role`	100,358,398	100358398	3.1%
`languages`	286,616,524	286616524	9.0%	T
`languages.name`	286,616,524	286616524	9.0%	T
`languages.proficiency`	16,863,312	16863312	0.5%	T
`last_initial`	3,194,796,756	3194796756	100.0%
`last_name`	3,182,019,443	3182019443	99.6%
`linkedin_connections`	545,721,013	545721013	17.1%	T
`linkedin_id`	503,534,457	503534457	15.8%
`linkedin_url`	774,595,101	774595101	24.2%
`linkedin_username`	774,595,101	774595101	24.2%
`location_address_line_2`	110,905,680	110905680	3.5%
`location_continent`	2,140,613,529	2140613529	67.0%
`location_country`	2,130,449,251	2130449251	66.7%
`location_geo`	1,593,383,827	1593383827	49.9%
`location_last_updated`	995,702,571	995702571	31.2%
`location_locality`	1,658,380,937	1658380937	51.9%
`location_metro`	912,575,252	912575252	28.6%
`location_name`	2,140,613,529	2140613529	67.0%
`location_names`	1,789,127,798	1789127798	56.0%
`location_postal_code`	859,792,988	859792988	26.9%
`location_region`	1,822,848,582	1822848582	57.1%
`location_street_address`	810,237,863	810237863	25.4%
`middle_initial`	734,645,799	734645799	23.0%
`middle_name`	457,841,853	457841853	14.3%
`mobile_phone`	479,250,029	479250029	15.0%
`name_aliases`	201,661,940	201661940	6.3%	T
`num_records`	3,194,796,756	3194796756	100.0%	T
`num_sources`	3,194,796,756	3194796756	100.0%	T
`personal_emails`	740,213,047	740213047	23.2%
`phone_numbers`	1,152,909,957	1152909957	36.1%
`phones`	1,152,909,957	1152909957	36.1%	T
`phones.first_seen`	1,152,909,957	1152909957	36.1%	T
`phones.last_seen`	1,152,909,957	1152909957	36.1%	T
`phones.num_sources`	1,152,909,957	1152909957	36.1%	T
`phones.number`	1,152,909,957	1152909957	36.1%	T
`possible_birth_dates`	253,576,303	253576303	7.9%	T
`possible_emails`	92,369,090	92369090	2.9%	T
`possible_emails.address`	92,369,090	92369090	2.9%	T
`possible_emails.first_seen`	92,369,090	92369090	2.9%	T
`possible_emails.last_seen`	92,369,090	92369090	2.9%	T
`possible_emails.num_sources`	92,369,090	92369090	2.9%	T
`possible_emails.type`	73,318,779	73318779	2.3%	T
`possible_location_names`	1,043,686,500	1043686500	32.7%	T
`possible_phones`	46,539,587	46539587	1.5%	T
`possible_phones.first_seen`	46,539,587	46539587	1.5%	T
`possible_phones.last_seen`	46,539,587	46539587	1.5%	T
`possible_phones.num_sources`	46,539,587	46539587	1.5%	T
`possible_phones.number`	46,539,587	46539587	1.5%	T
`possible_profiles`	70,712,526	70712526	2.2%	T
`possible_profiles.first_seen`	70,712,526	70712526	2.2%	T
`possible_profiles.id`	51,643,650	51643650	1.6%	T
`possible_profiles.last_seen`	70,712,526	70712526	2.2%	T
`possible_profiles.network`	70,712,526	70712526	2.2%	T
`possible_profiles.num_sources`	70,712,526	70712526	2.2%	T
`possible_profiles.url`	70,695,261	70695261	2.2%	T
`possible_profiles.username`	51,994,006	51994006	1.6%	T
`possible_street_addresses`	16,831,689	16831689	0.5%	T
`possible_street_addresses.address_line_2`	4,624,497	4624497	0.1%	T
`possible_street_addresses.continent`	16,831,689	16831689	0.5%	T
`possible_street_addresses.country`	16,831,689	16831689	0.5%	T
`possible_street_addresses.first_seen`	16,831,689	16831689	0.5%	T
`possible_street_addresses.geo`	16,630,242	16630242	0.5%	T
`possible_street_addresses.last_seen`	16,831,689	16831689	0.5%	T
`possible_street_addresses.locality`	16,831,689	16831689	0.5%	T
`possible_street_addresses.metro`	14,845,991	14845991	0.5%	T
`possible_street_addresses.name`	16,831,689	16831689	0.5%	T
`possible_street_addresses.num_sources`	16,831,689	16831689	0.5%	T
`possible_street_addresses.postal_code`	16,322,699	16322699	0.5%	T
`possible_street_addresses.region`	16,831,689	16831689	0.5%	T
`possible_street_addresses.street_address`	16,831,689	16831689	0.5%	T
`profiles`	1,988,994,278	1988994278	62.3%
`profiles.first_seen`	1,988,994,278	1988994278	62.3%	T
`profiles.id`	1,483,250,755	1483250755	46.4%
`profiles.last_seen`	1,988,994,278	1988994278	62.3%	T
`profiles.network`	1,988,994,278	1988994278	62.3%
`profiles.num_sources`	1,988,994,278	1988994278	62.3%	T
`profiles.url`	1,980,863,072	1980863072	62.0%
`profiles.username`	1,672,390,578	1672390578	52.3%
`recommended_personal_email`	740,213,047	740213047	23.2%	T
`regions`	1,911,126,698	1911126698	59.8%
`release_version`	0	0	0.0%
`skills`	158,985,529	158985529	5.0%
`street_addresses`	833,663,325	833663325	26.1%
`street_addresses.address_line_2`	213,773,120	213773120	6.7%
`street_addresses.continent`	833,663,325	833663325	26.1%
`street_addresses.country`	833,663,325	833663325	26.1%
`street_addresses.first_seen`	833,663,325	833663325	26.1%	T
`street_addresses.geo`	824,566,944	824566944	25.8%
`street_addresses.last_seen`	833,663,325	833663325	26.1%	T
`street_addresses.locality`	833,663,325	833663325	26.1%
`street_addresses.metro`	709,757,712	709757712	22.2%
`street_addresses.name`	833,663,325	833663325	26.1%
`street_addresses.num_sources`	833,663,325	833663325	26.1%	T
`street_addresses.postal_code`	828,876,914	828876914	25.9%
`street_addresses.region`	833,663,325	833663325	26.1%
`street_addresses.street_address`	833,663,325	833663325	26.1%
`summary`	255,888,425	255888425	8.0%	T
`twitter_url`	205,333,178	205333178	6.4%
`twitter_username`	205,333,178	205333178	6.4%
`work_email`	76,044,784	76044784	2.4%