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`	2,421,432,262	2421432262	100.0%
`birth_date`	178,897,313	178897313	7.4%
`birth_year`	361,218,401	361218401	14.9%
`certifications`	60,179,085	60179085	2.5%
`certifications.end_date`	47,210,465	47210465	1.9%
`certifications.name`	60,179,085	60179085	2.5%
`certifications.organization`	59,016,162	59016162	2.4%
`certifications.start_date`	50,018,762	50018762	2.1%
`countries`	1,774,245,645	1774245645	73.3%
`education`	569,721,639	569721639	23.5%
`education.degrees`	176,071,717	176071717	7.3%
`education.end_date`	287,660,809	287660809	11.9%
`education.gpa`	11,032,531	11032531	0.5%
`education.majors`	227,840,707	227840707	9.4%
`education.minors`	1,622,480	1622480	0.1%
`education.raw`	320,711,903	320711903	13.2%
`education.school`	554,885,224	554885224	22.9%
`education.school.domain`	370,274,485	370274485	15.3%
`education.school.facebook_url`	265,460,994	265460994	11.0%
`education.school.id`	381,977,376	381977376	15.8%
`education.school.linkedin_id`	307,090,631	307090631	12.7%
`education.school.linkedin_url`	377,854,984	377854984	15.6%
`education.school.location`	362,725,719	362725719	15.0%
`education.school.location.continent`	362,725,719	362725719	15.0%
`education.school.location.country`	362,708,607	362708607	15.0%
`education.school.location.locality`	353,609,978	353609978	14.6%
`education.school.location.name`	362,725,719	362725719	15.0%
`education.school.location.region`	359,767,159	359767159	14.9%
`education.school.name`	554,861,700	554861700	22.9%
`education.school.raw`	551,499,283	551499283	22.8%
`education.school.twitter_url`	250,356,350	250356350	10.3%
`education.school.type`	511,695,649	511695649	21.1%
`education.school.website`	370,274,485	370274485	15.3%
`education.start_date`	273,481,935	273481935	11.3%
`education.summary`	61,859,810	61859810	2.6%
`emails`	642,556,854	642556854	26.5%
`emails.address`	642,556,854	642556854	26.5%
`emails.first_seen`	642,556,854	642556854	26.5%
`emails.last_seen`	642,556,854	642556854	26.5%
`emails.num_sources`	642,556,854	642556854	26.5%
`emails.type`	570,852,296	570852296	23.6%
`experience`	889,121,005	889121005	36.7%
`experience.company`	849,546,302	849546302	35.1%
`experience.company.facebook_url`	348,505,105	348505105	14.4%
`experience.company.founded`	432,592,767	432592767	17.9%
`experience.company.id`	553,793,697	553793697	22.9%
`experience.company.industry`	534,391,197	534391197	22.1%
`experience.company.linkedin_id`	553,793,697	553793697	22.9%
`experience.company.linkedin_url`	553,793,697	553793697	22.9%
`experience.company.location`	529,602,025	529602025	21.9%
`experience.company.location.address_line_2`	80,738,314	80738314	3.3%
`experience.company.location.continent`	528,445,691	528445691	21.8%
`experience.company.location.country`	529,592,711	529592711	21.9%
`experience.company.location.geo`	446,595,023	446595023	18.4%
`experience.company.location.locality`	455,154,502	455154502	18.8%
`experience.company.location.metro`	224,823,926	224823926	9.3%
`experience.company.location.name`	529,602,025	529602025	21.9%
`experience.company.location.postal_code`	401,599,981	401599981	16.6%
`experience.company.location.region`	489,059,861	489059861	20.2%
`experience.company.location.street_address`	412,996,630	412996630	17.1%
`experience.company.name`	849,546,302	849546302	35.1%
`experience.company.raw`	849,525,761	849525761	35.1%
`experience.company.size`	553,793,697	553793697	22.9%
`experience.company.ticker`	124,884,402	124884402	5.2%
`experience.company.twitter_url`	342,892,241	342892241	14.2%
`experience.company.type`	553,793,697	553793697	22.9%
`experience.company.website`	508,807,072	508807072	21.0%
`experience.end_date`	264,515,297	264515297	10.9%
`experience.first_seen`	889,121,005	889121005	36.7%
`experience.is_primary`	889,121,005	889121005	36.7%
`experience.last_seen`	889,121,005	889121005	36.7%
`experience.location_names`	332,048,437	332048437	13.7%
`experience.num_sources`	889,121,005	889121005	36.7%
`experience.start_date`	423,753,835	423753835	17.5%
`experience.summary`	173,996,492	173996492	7.2%
`experience.title`	744,634,097	744634097	30.8%
`experience.title.class`	476,818,911	476818911	19.7%
`experience.title.levels`	248,840,209	248840209	10.3%
`experience.title.name`	744,634,097	744634097	30.8%
`experience.title.raw`	744,634,097	744634097	30.8%
`experience.title.role`	476,818,911	476818911	19.7%
`experience.title.sub_role`	416,247,789	416247789	17.2%
`facebook_friends`	38,979,251	38979251	1.6%
`facebook_id`	1,006,054,628	1006054628	41.5%
`facebook_url`	716,619,993	716619993	29.6%
`facebook_username`	716,619,993	716619993	29.6%
`first_name`	2,421,432,262	2421432262	100.0%
`first_seen`	2,421,432,262	2421432262	100.0%
`full_name`	2,421,432,262	2421432262	100.0%
`github_url`	3,569,711	3569711	0.1%
`github_username`	3,569,711	3569711	0.1%
`headline`	75,405,391	75405391	3.1%
`id`	2,421,432,262	2421432262	100.0%
`industry`	409,492,108	409492108	16.9%
`inferred_salary`	273,823,640	273823640	11.3%
`inferred_years_experience`	421,755,567	421755567	17.4%
`interests`	102,501,466	102501466	4.2%
`job_company_12mo_employee_growth_rate`	326,232,069	326232069	13.5%
`job_company_employee_count`	330,482,626	330482626	13.6%
`job_company_facebook_url`	167,846,474	167846474	6.9%
`job_company_founded`	239,113,912	239113912	9.9%
`job_company_id`	330,511,339	330511339	13.6%
`job_company_industry`	316,860,846	316860846	13.1%
`job_company_inferred_revenue`	330,482,626	330482626	13.6%
`job_company_linkedin_id`	330,511,339	330511339	13.6%
`job_company_linkedin_url`	330,511,339	330511339	13.6%
`job_company_location_address_line_2`	28,430,640	28430640	1.2%
`job_company_location_continent`	309,913,086	309913086	12.8%
`job_company_location_country`	310,789,424	310789424	12.8%
`job_company_location_geo`	240,758,497	240758497	9.9%
`job_company_location_locality`	247,712,609	247712609	10.2%
`job_company_location_metro`	97,107,798	97107798	4.0%
`job_company_location_name`	310,800,380	310800380	12.8%
`job_company_location_postal_code`	206,870,572	206870572	8.5%
`job_company_location_region`	278,052,928	278052928	11.5%
`job_company_location_street_address`	215,870,328	215870328	8.9%
`job_company_name`	509,058,235	509058235	21.0%
`job_company_size`	330,511,339	330511339	13.6%
`job_company_ticker`	49,665,998	49665998	2.1%
`job_company_total_funding_raised`	66,147,905	66147905	2.7%
`job_company_twitter_url`	164,225,215	164225215	6.8%
`job_company_type`	330,511,339	330511339	13.6%
`job_company_website`	292,297,855	292297855	12.1%
`job_history`	889,199,570	889199570	36.7%
`job_history.company_id`	562,710,366	562710366	23.2%
`job_history.company_name`	849,952,705	849952705	35.1%
`job_history.first_seen`	889,199,570	889199570	36.7%
`job_history.last_seen`	889,199,570	889199570	36.7%
`job_history.num_sources`	889,199,570	889199570	36.7%
`job_history.title`	744,735,179	744735179	30.8%
`job_last_changed`	539,358,764	539358764	22.3%
`job_last_verified`	539,358,764	539358764	22.3%
`job_onet_broad_occupation`	240,149,671	240149671	9.9%
`job_onet_code`	240,149,671	240149671	9.9%
`job_onet_major_group`	240,149,671	240149671	9.9%
`job_onet_minor_group`	240,149,671	240149671	9.9%
`job_onet_specific_occupation`	240,149,671	240149671	9.9%
`job_onet_specific_occupation_detail`	94,674,884	94674884	3.9%
`job_start_date`	331,913,023	331913023	13.7%
`job_summary`	71,408,426	71408426	2.9%
`job_title`	522,716,871	522716871	21.6%
`job_title_class`	287,137,407	287137407	11.9%
`job_title_levels`	129,021,188	129021188	5.3%
`job_title_role`	287,137,407	287137407	11.9%
`job_title_sub_role`	234,979,430	234979430	9.7%
`languages`	301,136,451	301136451	12.4%
`languages.name`	301,136,451	301136451	12.4%
`languages.proficiency`	22,391,813	22391813	0.9%
`last_initial`	2,421,432,262	2421432262	100.0%
`last_name`	2,409,371,789	2409371789	99.5%
`linkedin_connections`	508,544,142	508544142	21.0%
`linkedin_id`	494,425,411	494425411	20.4%
`linkedin_url`	721,545,006	721545006	29.8%
`linkedin_username`	721,545,006	721545006	29.8%
`location_address_line_2`	71,777,512	71777512	3.0%
`location_continent`	1,774,294,809	1774294809	73.3%
`location_country`	1,774,203,419	1774203419	73.3%
`location_geo`	1,422,403,872	1422403872	58.7%
`location_last_updated`	1,081,386,097	1081386097	44.7%
`location_locality`	1,449,925,118	1449925118	59.9%
`location_metro`	608,338,174	608338174	25.1%
`location_name`	1,774,294,809	1774294809	73.3%
`location_names`	1,449,925,118	1449925118	59.9%
`location_postal_code`	500,801,962	500801962	20.7%
`location_region`	1,558,479,527	1558479527	64.4%
`location_street_address`	477,382,541	477382541	19.7%
`middle_initial`	616,301,209	616301209	25.5%
`middle_name`	411,331,335	411331335	17.0%
`mobile_phone`	507,300,341	507300341	21.0%
`name_aliases`	127,191,320	127191320	5.3%
`num_records`	2,421,432,262	2421432262	100.0%
`num_sources`	2,421,432,262	2421432262	100.0%
`personal_emails`	434,638,723	434638723	17.9%
`phone_numbers`	903,499,588	903499588	37.3%
`phones`	903,499,588	903499588	37.3%
`phones.first_seen`	903,499,588	903499588	37.3%
`phones.last_seen`	903,499,588	903499588	37.3%
`phones.num_sources`	903,499,588	903499588	37.3%
`phones.number`	903,499,588	903499588	37.3%
`possible_birth_dates`	177,760,919	177760919	7.3%
`possible_emails`	118,125,903	118125903	4.9%
`possible_emails.address`	118,125,903	118125903	4.9%
`possible_emails.first_seen`	118,125,903	118125903	4.9%
`possible_emails.last_seen`	118,125,903	118125903	4.9%
`possible_emails.num_sources`	118,125,903	118125903	4.9%
`possible_emails.type`	99,394,920	99394920	4.1%
`possible_location_names`	903,022,353	903022353	37.3%
`possible_phones`	50,570,690	50570690	2.1%
`possible_phones.first_seen`	50,570,690	50570690	2.1%
`possible_phones.last_seen`	50,570,690	50570690	2.1%
`possible_phones.num_sources`	50,570,690	50570690	2.1%
`possible_phones.number`	50,570,690	50570690	2.1%
`possible_profiles`	66,053,718	66053718	2.7%
`possible_profiles.first_seen`	66,053,718	66053718	2.7%
`possible_profiles.id`	47,528,889	47528889	2.0%
`possible_profiles.last_seen`	66,053,718	66053718	2.7%
`possible_profiles.network`	66,053,718	66053718	2.7%
`possible_profiles.num_sources`	66,053,718	66053718	2.7%
`possible_profiles.url`	66,053,718	66053718	2.7%
`possible_profiles.username`	47,510,397	47510397	2.0%
`possible_street_addresses`	45,783,553	45783553	1.9%
`possible_street_addresses.address_line_2`	9,209,584	9209584	0.4%
`possible_street_addresses.continent`	45,783,553	45783553	1.9%
`possible_street_addresses.country`	45,783,519	45783519	1.9%
`possible_street_addresses.first_seen`	45,783,553	45783553	1.9%
`possible_street_addresses.geo`	45,336,651	45336651	1.9%
`possible_street_addresses.last_seen`	45,783,553	45783553	1.9%
`possible_street_addresses.locality`	45,712,187	45712187	1.9%
`possible_street_addresses.metro`	38,903,908	38903908	1.6%
`possible_street_addresses.name`	45,783,553	45783553	1.9%
`possible_street_addresses.num_sources`	45,783,553	45783553	1.9%
`possible_street_addresses.postal_code`	45,504,503	45504503	1.9%
`possible_street_addresses.region`	45,781,248	45781248	1.9%
`possible_street_addresses.street_address`	45,783,553	45783553	1.9%
`profiles`	1,825,562,463	1825562463	75.4%
`profiles.first_seen`	1,825,562,463	1825562463	75.4%
`profiles.id`	1,490,723,543	1490723543	61.6%
`profiles.last_seen`	1,825,562,463	1825562463	75.4%
`profiles.network`	1,825,562,463	1825562463	75.4%
`profiles.num_sources`	1,825,562,463	1825562463	75.4%
`profiles.url`	1,825,562,463	1825562463	75.4%
`profiles.username`	1,517,526,592	1517526592	62.7%
`recommended_personal_email`	434,575,724	434575724	17.9%
`regions`	1,562,388,462	1562388462	64.5%
`sex`	1,718,686,864	1718686864	71.0%
`skills`	145,230,848	145230848	6.0%
`street_addresses`	486,095,915	486095915	20.1%
`street_addresses.address_line_2`	174,631,897	174631897	7.2%
`street_addresses.continent`	486,095,915	486095915	20.1%
`street_addresses.country`	486,095,429	486095429	20.1%
`street_addresses.first_seen`	486,095,915	486095915	20.1%
`street_addresses.geo`	479,717,979	479717979	19.8%
`street_addresses.last_seen`	486,095,915	486095915	20.1%
`street_addresses.locality`	482,752,926	482752926	19.9%
`street_addresses.metro`	416,755,840	416755840	17.2%
`street_addresses.name`	486,095,915	486095915	20.1%
`street_addresses.num_sources`	486,095,915	486095915	20.1%
`street_addresses.postal_code`	483,894,149	483894149	20.0%
`street_addresses.region`	485,995,529	485995529	20.1%
`street_addresses.street_address`	486,095,915	486095915	20.1%
`summary`	164,908,098	164908098	6.8%
`twitter_url`	55,917,806	55917806	2.3%
`twitter_username`	55,917,806	55917806	2.3%
`work_email`	85,694,813	85694813	3.5%

Stats shown are accurate as of data version 30.1