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`	3,026,851,628	3026851628	100.0%
`birth_date`	206,808,522	206808522	6.8%
`birth_year`	479,030,315	479030315	15.8%
`certifications`	26,030,135	26030135	0.9%	T
`certifications.end_date`	5,565,123	5565123	0.2%	T
`certifications.name`	26,030,135	26030135	0.9%	T
`certifications.organization`	21,472,851	21472851	0.7%	T
`certifications.start_date`	17,327,152	17327152	0.6%	T
`countries`	1,974,636,626	1974636626	65.5%
`education`	481,102,726	481102726	15.9%
`education.degrees`	129,528,339	129528339	4.3%
`education.end_date`	206,127,687	206127687	6.8%
`education.gpa`	3,835,038	3835038	0.1%
`education.majors`	156,154,375	156154375	5.2%
`education.minors`	1,260,224	1260224	0.0%
`education.raw`	238,010,121	238010121	7.9%	T
`education.school`	471,384,719	471384719	15.6%
`education.school.domain`	284,507,673	284507673	9.4%
`education.school.facebook_url`	208,621,956	208621956	6.9%
`education.school.id`	291,999,358	291999358	9.6%
`education.school.linkedin_id`	284,197,173	284197173	9.4%
`education.school.linkedin_url`	284,197,173	284197173	9.4%
`education.school.location`	289,455,097	289455097	9.6%
`education.school.location.continent`	289,455,097	289455097	9.6%
`education.school.location.country`	289,455,097	289455097	9.6%
`education.school.location.locality`	214,319,029	214319029	7.1%
`education.school.location.name`	289,455,097	289455097	9.6%
`education.school.location.region`	230,354,822	230354822	7.6%
`education.school.name`	471,370,807	471370807	15.6%
`education.school.raw`	466,738,681	466738681	15.4%	T
`education.school.twitter_url`	198,050,586	198050586	6.5%
`education.school.type`	431,290,163	431290163	14.2%
`education.school.website`	284,507,673	284507673	9.4%
`education.start_date`	188,404,444	188404444	6.2%
`education.summary`	29,773,683	29773683	1.0%	T
`emails`	938,109,396	938109396	31.0%
`emails.address`	938,109,396	938109396	31.0%
`emails.first_seen`	938,109,396	938109396	31.0%	T
`emails.last_seen`	938,109,396	938109396	31.0%	T
`emails.num_sources`	938,109,396	938109396	31.0%	T
`emails.type`	811,103,163	811103163	26.8%
`experience`	1,010,237,561	1010237561	33.4%
`experience.company`	928,811,396	928811396	30.7%
`experience.company.facebook_url`	126,955,291	126955291	4.2%
`experience.company.founded`	467,612,136	467612136	15.4%
`experience.company.fuzzy_match`	928,811,396	928811396	30.7%	T
`experience.company.id`	617,698,834	617698834	20.4%
`experience.company.industry`	597,826,581	597826581	19.8%
`experience.company.linkedin_id`	593,659,761	593659761	19.6%
`experience.company.linkedin_url`	617,698,834	617698834	20.4%
`experience.company.location`	580,509,906	580509906	19.2%
`experience.company.location.address_line_2`	57,209,060	57209060	1.9%
`experience.company.location.continent`	580,509,906	580509906	19.2%
`experience.company.location.country`	580,509,906	580509906	19.2%
`experience.company.location.geo`	473,693,349	473693349	15.6%
`experience.company.location.locality`	497,551,053	497551053	16.4%
`experience.company.location.metro`	293,410,832	293410832	9.7%
`experience.company.location.name`	580,509,906	580509906	19.2%
`experience.company.location.postal_code`	306,786,974	306786974	10.1%
`experience.company.location.region`	515,844,902	515844902	17.0%
`experience.company.location.street_address`	331,393,610	331393610	10.9%
`experience.company.name`	928,811,396	928811396	30.7%
`experience.company.raw`	889,147,092	889147092	29.4%	T
`experience.company.size`	617,698,834	617698834	20.4%
`experience.company.ticker`	76,728,271	76728271	2.5%	T
`experience.company.twitter_url`	218,158,258	218158258	7.2%
`experience.company.type`	617,698,834	617698834	20.4%	T
`experience.company.website`	550,076,024	550076024	18.2%
`experience.end_date`	198,623,266	198623266	6.6%
`experience.first_seen`	1,010,237,561	1010237561	33.4%	T
`experience.is_primary`	1,010,237,561	1010237561	33.4%
`experience.last_seen`	1,010,237,561	1010237561	33.4%	T
`experience.location_names`	235,464,662	235464662	7.8%
`experience.num_sources`	1,010,237,561	1010237561	33.4%	T
`experience.start_date`	345,858,536	345858536	11.4%
`experience.summary`	130,770,454	130770454	4.3%	T
`experience.title`	847,126,666	847126666	28.0%
`experience.title.levels`	288,543,967	288543967	9.5%
`experience.title.name`	847,126,666	847126666	28.0%
`experience.title.raw`	847,126,666	847126666	28.0%	T
`experience.title.role`	337,971,056	337971056	11.2%
`experience.title.sub_role`	221,188,015	221188015	7.3%
`facebook_friends`	40,435,428	40435428	1.3%	T
`facebook_id`	1,013,478,529	1013478529	33.5%
`facebook_url`	723,450,896	723450896	23.9%
`facebook_username`	723,450,896	723450896	23.9%
`first_name`	3,026,851,628	3026851628	100.0%
`first_seen`	3,026,851,628	3026851628	100.0%	T
`full_name`	3,026,851,628	3026851628	100.0%
`gender`	2,167,278,790	2167278790	71.6%
`github_url`	5,654,495	5654495	0.2%
`github_username`	5,654,495	5654495	0.2%
`id`	3,026,851,628	3026851628	100.0%
`industry`	408,005,503	408005503	13.5%
`inferred_salary`	250,111,518	250111518	8.3%	T
`inferred_years_experience`	357,717,856	357717856	11.8%	T
`interests`	101,084,567	101084567	3.3%
`job_company_facebook_url`	37,873,764	37873764	1.3%
`job_company_founded`	191,084,832	191084832	6.3%
`job_company_id`	271,711,004	271711004	9.0%
`job_company_industry`	259,740,232	259740232	8.6%
`job_company_linkedin_id`	254,992,536	254992536	8.4%
`job_company_linkedin_url`	271,711,004	271711004	9.0%
`job_company_location_address_line_2`	14,338,207	14338207	0.5%
`job_company_location_continent`	247,810,557	247810557	8.2%
`job_company_location_country`	247,810,557	247810557	8.2%
`job_company_location_geo`	182,214,847	182214847	6.0%
`job_company_location_locality`	196,995,174	196995174	6.5%
`job_company_location_metro`	88,313,684	88313684	2.9%
`job_company_location_name`	247,810,557	247810557	8.2%
`job_company_location_postal_code`	92,673,695	92673695	3.1%
`job_company_location_region`	206,629,855	206629855	6.8%
`job_company_location_street_address`	104,085,947	104085947	3.4%
`job_company_name`	435,651,398	435651398	14.4%
`job_company_size`	271,711,004	271711004	9.0%
`job_company_ticker`	20,278,340	20278340	0.7%	T
`job_company_twitter_url`	67,214,416	67214416	2.2%
`job_company_type`	271,711,004	271711004	9.0%	T
`job_company_website`	220,860,644	220860644	7.3%
`job_history`	1,010,892,034	1010892034	33.4%	T
`job_history.company_id`	626,403,664	626403664	20.7%	T
`job_history.company_name`	929,696,102	929696102	30.7%	T
`job_history.first_seen`	1,010,892,034	1010892034	33.4%	T
`job_history.last_seen`	1,010,892,034	1010892034	33.4%	T
`job_history.num_sources`	1,010,892,034	1010892034	33.4%	T
`job_history.title`	847,800,370	847800370	28.0%	T
`job_last_updated`	450,608,618	450608618	14.9%
`job_start_date`	252,126,348	252126348	8.3%
`job_summary`	53,699,677	53699677	1.8%	T
`job_title`	492,014,594	492014594	16.3%
`job_title_levels`	119,685,348	119685348	4.0%
`job_title_role`	153,757,370	153757370	5.1%
`job_title_sub_role`	89,705,679	89705679	3.0%
`languages`	284,258,231	284258231	9.4%	T
`languages.name`	284,258,231	284258231	9.4%	T
`languages.proficiency`	16,532,470	16532470	0.5%	T
`last_initial`	3,026,851,628	3026851628	100.0%
`last_name`	3,019,287,161	3019287161	99.8%
`linkedin_connections`	546,590,955	546590955	18.1%	T
`linkedin_id`	500,534,978	500534978	16.5%
`linkedin_url`	727,600,945	727600945	24.0%
`linkedin_username`	727,600,945	727600945	24.0%
`location_address_line_2`	84,773,042	84773042	2.8%
`location_continent`	1,961,908,389	1961908389	64.8%
`location_country`	1,951,711,937	1951711937	64.5%
`location_geo`	1,418,880,159	1418880159	46.9%
`location_last_updated`	947,679,296	947679296	31.3%
`location_locality`	1,489,669,434	1489669434	49.2%
`location_metro`	791,740,147	791740147	26.2%
`location_name`	1,961,908,389	1961908389	64.8%
`location_names`	1,621,527,227	1621527227	53.6%
`location_postal_code`	712,996,059	712996059	23.6%
`location_region`	1,644,373,529	1644373529	54.3%
`location_street_address`	660,758,349	660758349	21.8%
`middle_initial`	731,237,227	731237227	24.2%
`middle_name`	452,704,045	452704045	15.0%
`mobile_phone`	479,639,582	479639582	15.8%
`name_aliases`	186,506,322	186506322	6.2%	T
`num_records`	3,026,851,628	3026851628	100.0%	T
`num_sources`	3,026,851,628	3026851628	100.0%	T
`personal_emails`	586,232,294	586232294	19.4%
`phone_numbers`	1,101,836,284	1101836284	36.4%
`phones`	1,101,836,284	1101836284	36.4%	T
`phones.first_seen`	1,101,836,284	1101836284	36.4%	T
`phones.last_seen`	1,101,836,284	1101836284	36.4%	T
`phones.num_sources`	1,101,836,284	1101836284	36.4%	T
`phones.number`	1,101,836,284	1101836284	36.4%	T
`possible_emails`	87,243,526	87243526	2.9%	T
`possible_emails.address`	87,243,526	87243526	2.9%	T
`possible_emails.first_seen`	87,243,526	87243526	2.9%	T
`possible_emails.last_seen`	87,243,526	87243526	2.9%	T
`possible_emails.num_sources`	87,243,526	87243526	2.9%	T
`possible_emails.type`	70,487,104	70487104	2.3%	T
`possible_profiles`	71,464,254	71464254	2.4%	T
`possible_profiles.first_seen`	71,464,254	71464254	2.4%	T
`possible_profiles.id`	52,557,682	52557682	1.7%	T
`possible_profiles.last_seen`	71,464,254	71464254	2.4%	T
`possible_profiles.network`	71,464,254	71464254	2.4%	T
`possible_profiles.num_sources`	71,464,254	71464254	2.4%	T
`possible_profiles.url`	71,454,551	71454551	2.4%	T
`possible_profiles.username`	52,896,288	52896288	1.7%	T
`profiles`	1,948,541,656	1948541656	64.4%
`profiles.first_seen`	1,948,541,656	1948541656	64.4%	T
`profiles.id`	1,481,848,847	1481848847	49.0%
`profiles.last_seen`	1,948,541,656	1948541656	64.4%	T
`profiles.network`	1,948,541,656	1948541656	64.4%
`profiles.num_sources`	1,948,541,656	1948541656	64.4%	T
`profiles.url`	1,942,647,701	1942647701	64.2%
`profiles.username`	1,634,043,257	1634043257	54.0%
`regions`	1,733,480,896	1733480896	57.3%
`skills`	159,685,635	159685635	5.3%
`street_addresses`	679,766,613	679766613	22.5%
`street_addresses.address_line_2`	186,114,469	186114469	6.1%
`street_addresses.continent`	679,766,613	679766613	22.5%
`street_addresses.country`	679,766,613	679766613	22.5%
`street_addresses.first_seen`	679,766,613	679766613	22.5%	T
`street_addresses.geo`	670,551,487	670551487	22.2%
`street_addresses.last_seen`	679,766,613	679766613	22.5%	T
`street_addresses.locality`	679,766,613	679766613	22.5%
`street_addresses.metro`	580,888,803	580888803	19.2%
`street_addresses.name`	679,766,613	679766613	22.5%
`street_addresses.num_sources`	679,766,613	679766613	22.5%	T
`street_addresses.postal_code`	674,893,062	674893062	22.3%
`street_addresses.region`	679,766,613	679766613	22.5%
`street_addresses.street_address`	679,766,613	679766613	22.5%
`summary`	254,450,854	254450854	8.4%	T
`twitter_url`	210,138,187	210138187	6.9%
`twitter_username`	210,138,187	210138187	6.9%
`version_status`	0	0	0.0%
`version_status.contains`	0	0	0.0%
`version_status.current_version`	0	0	0.0%
`version_status.previous_version`	0	0	0.0%
`version_status.status`	0	0	0.0%
`work_email`	48,529,104	48529104	1.6%