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`	2,431,906,877	2431906877	100.0%
`birth_date`	177,687,998	177687998	7.3%
`birth_year`	358,571,726	358571726	14.7%
`certifications`	61,413,367	61413367	2.5%
`certifications.end_date`	48,488,309	48488309	2.0%
`certifications.name`	61,413,367	61413367	2.5%
`certifications.organization`	60,271,424	60271424	2.5%
`certifications.start_date`	51,216,107	51216107	2.1%
`countries`	1,789,818,295	1789818295	73.6%
`education`	689,555,110	689555110	28.4%
`education.degrees`	178,806,686	178806686	7.4%
`education.end_date`	312,609,787	312609787	12.9%
`education.gpa`	11,391,898	11391898	0.5%
`education.majors`	231,563,711	231563711	9.5%
`education.minors`	1,643,247	1643247	0.1%
`education.raw`	348,629,810	348629810	14.3%
`education.school`	685,909,880	685909880	28.2%
`education.school.domain`	589,901,691	589901691	24.3%
`education.school.facebook_url`	376,471,409	376471409	15.5%
`education.school.id`	611,452,150	611452150	25.1%
`education.school.linkedin_id`	611,452,150	611452150	25.1%
`education.school.linkedin_url`	611,452,150	611452150	25.1%
`education.school.location`	568,037,715	568037715	23.4%
`education.school.location.continent`	568,037,715	568037715	23.4%
`education.school.location.country`	568,024,512	568024512	23.4%
`education.school.location.locality`	551,246,511	551246511	22.7%
`education.school.location.name`	568,037,715	568037715	23.4%
`education.school.location.region`	564,601,860	564601860	23.2%
`education.school.name`	685,880,840	685880840	28.2%
`education.school.raw`	685,909,880	685909880	28.2%
`education.school.twitter_url`	344,782,650	344782650	14.2%
`education.school.type`	679,460,896	679460896	27.9%
`education.school.website`	589,901,691	589901691	24.3%
`education.start_date`	296,248,033	296248033	12.2%
`education.summary`	65,966,130	65966130	2.7%
`emails`	640,543,490	640543490	26.3%
`emails.address`	640,543,490	640543490	26.3%
`emails.first_seen`	640,543,490	640543490	26.3%
`emails.last_seen`	640,543,490	640543490	26.3%
`emails.num_sources`	640,543,490	640543490	26.3%
`emails.type`	569,039,577	569039577	23.4%
`experience`	897,584,094	897584094	36.9%
`experience.company`	857,654,746	857654746	35.3%
`experience.company.facebook_url`	353,676,770	353676770	14.5%
`experience.company.founded`	437,634,886	437634886	18.0%
`experience.company.id`	560,296,059	560296059	23.0%
`experience.company.industry`	540,659,105	540659105	22.2%
`experience.company.linkedin_id`	560,296,059	560296059	23.0%
`experience.company.linkedin_url`	560,296,059	560296059	23.0%
`experience.company.location`	537,643,706	537643706	22.1%
`experience.company.location.address_line_2`	84,118,259	84118259	3.5%
`experience.company.location.continent`	536,481,753	536481753	22.1%
`experience.company.location.country`	537,640,020	537640020	22.1%
`experience.company.location.geo`	491,427,326	491427326	20.2%
`experience.company.location.locality`	499,863,192	499863192	20.6%
`experience.company.location.metro`	228,139,925	228139925	9.4%
`experience.company.location.name`	537,643,706	537643706	22.1%
`experience.company.location.postal_code`	460,601,593	460601593	18.9%
`experience.company.location.region`	512,351,557	512351557	21.1%
`experience.company.location.street_address`	419,727,899	419727899	17.3%
`experience.company.name`	857,654,746	857654746	35.3%
`experience.company.raw`	857,634,230	857634230	35.3%
`experience.company.size`	560,296,059	560296059	23.0%
`experience.company.ticker`	128,096,257	128096257	5.3%
`experience.company.twitter_url`	346,287,055	346287055	14.2%
`experience.company.type`	560,296,059	560296059	23.0%
`experience.company.website`	514,704,340	514704340	21.2%
`experience.end_date`	267,605,542	267605542	11.0%
`experience.first_seen`	897,584,094	897584094	36.9%
`experience.is_primary`	897,584,094	897584094	36.9%
`experience.last_seen`	897,584,094	897584094	36.9%
`experience.location_names`	341,271,495	341271495	14.0%
`experience.num_sources`	897,584,094	897584094	36.9%
`experience.start_date`	427,917,187	427917187	17.6%
`experience.summary`	176,818,412	176818412	7.3%
`experience.title`	753,189,414	753189414	31.0%
`experience.title.class`	483,677,345	483677345	19.9%
`experience.title.levels`	251,147,818	251147818	10.3%
`experience.title.name`	753,189,414	753189414	31.0%
`experience.title.raw`	753,189,414	753189414	31.0%
`experience.title.role`	483,677,345	483677345	19.9%
`experience.title.sub_role`	421,957,398	421957398	17.4%
`facebook_friends`	38,903,522	38903522	1.6%
`facebook_id`	1,005,627,874	1005627874	41.4%
`facebook_url`	716,234,706	716234706	29.5%
`facebook_username`	716,234,706	716234706	29.5%
`first_name`	2,431,906,877	2431906877	100.0%
`first_seen`	2,431,906,877	2431906877	100.0%
`full_name`	2,431,906,877	2431906877	100.0%
`github_url`	3,559,256	3559256	0.1%
`github_username`	3,559,256	3559256	0.1%
`headline`	78,601,662	78601662	3.2%
`id`	2,431,906,877	2431906877	100.0%
`industry`	410,104,676	410104676	16.9%
`inferred_salary`	277,589,653	277589653	11.4%
`inferred_years_experience`	425,813,879	425813879	17.5%
`interests`	101,971,592	101971592	4.2%
`job_company_12mo_employee_growth_rate`	331,255,732	331255732	13.6%
`job_company_employee_count`	335,556,341	335556341	13.8%
`job_company_facebook_url`	171,108,593	171108593	7.0%
`job_company_founded`	242,577,628	242577628	10.0%
`job_company_id`	335,585,308	335585308	13.8%
`job_company_industry`	321,678,635	321678635	13.2%
`job_company_inferred_revenue`	335,556,341	335556341	13.8%
`job_company_linkedin_id`	335,585,308	335585308	13.8%
`job_company_linkedin_url`	335,585,308	335585308	13.8%
`job_company_location_address_line_2`	29,577,326	29577326	1.2%
`job_company_location_continent`	316,083,642	316083642	13.0%
`job_company_location_country`	316,974,083	316974083	13.0%
`job_company_location_geo`	280,481,958	280481958	11.5%
`job_company_location_locality`	288,064,227	288064227	11.8%
`job_company_location_metro`	100,298,546	100298546	4.1%
`job_company_location_name`	316,978,906	316978906	13.0%
`job_company_location_postal_code`	251,538,535	251538535	10.3%
`job_company_location_region`	299,407,335	299407335	12.3%
`job_company_location_street_address`	220,495,114	220495114	9.1%
`job_company_name`	516,170,381	516170381	21.2%
`job_company_size`	335,585,308	335585308	13.8%
`job_company_ticker`	51,372,273	51372273	2.1%
`job_company_total_funding_raised`	68,134,734	68134734	2.8%
`job_company_twitter_url`	166,207,106	166207106	6.8%
`job_company_type`	335,585,308	335585308	13.8%
`job_company_website`	296,725,582	296725582	12.2%
`job_history`	897,663,471	897663471	36.9%
`job_history.company_id`	569,206,540	569206540	23.4%
`job_history.company_name`	858,061,946	858061946	35.3%
`job_history.first_seen`	897,663,471	897663471	36.9%
`job_history.last_seen`	897,663,471	897663471	36.9%
`job_history.num_sources`	897,663,471	897663471	36.9%
`job_history.title`	753,291,202	753291202	31.0%
`job_last_changed`	546,836,086	546836086	22.5%
`job_last_verified`	546,836,086	546836086	22.5%
`job_onet_broad_occupation`	243,675,065	243675065	10.0%
`job_onet_code`	243,675,065	243675065	10.0%
`job_onet_major_group`	243,675,065	243675065	10.0%
`job_onet_minor_group`	243,675,065	243675065	10.0%
`job_onet_specific_occupation`	243,675,065	243675065	10.0%
`job_onet_specific_occupation_detail`	96,110,935	96110935	4.0%
`job_start_date`	334,853,932	334853932	13.8%
`job_summary`	74,032,940	74032940	3.0%
`job_title`	530,192,555	530192555	21.8%
`job_title_class`	293,068,390	293068390	12.1%
`job_title_levels`	130,506,760	130506760	5.4%
`job_title_role`	293,068,390	293068390	12.1%
`job_title_sub_role`	239,295,401	239295401	9.8%
`languages`	300,859,122	300859122	12.4%
`languages.name`	300,859,122	300859122	12.4%
`languages.proficiency`	22,911,003	22911003	0.9%
`last_initial`	2,431,906,877	2431906877	100.0%
`last_name`	2,419,158,418	2419158418	99.5%
`linkedin_connections`	505,158,909	505158909	20.8%
`linkedin_id`	494,094,469	494094469	20.3%
`linkedin_url`	727,996,615	727996615	29.9%
`linkedin_username`	727,996,615	727996615	29.9%
`location_address_line_2`	71,957,497	71957497	3.0%
`location_continent`	1,789,847,964	1789847964	73.6%
`location_country`	1,789,807,853	1789807853	73.6%
`location_geo`	1,460,021,546	1460021546	60.0%
`location_last_updated`	1,096,602,611	1096602611	45.1%
`location_locality`	1,474,951,621	1474951621	60.7%
`location_metro`	605,482,668	605482668	24.9%
`location_name`	1,789,847,964	1789847964	73.6%
`location_names`	1,474,951,621	1474951621	60.7%
`location_postal_code`	499,115,963	499115963	20.5%
`location_region`	1,572,422,526	1572422526	64.7%
`location_street_address`	474,278,207	474278207	19.5%
`middle_initial`	615,898,201	615898201	25.3%
`middle_name`	412,363,005	412363005	17.0%
`mobile_phone`	506,130,811	506130811	20.8%
`name_aliases`	126,841,013	126841013	5.2%
`num_records`	2,431,906,877	2431906877	100.0%
`num_sources`	2,431,906,877	2431906877	100.0%
`personal_emails`	433,070,632	433070632	17.8%
`phone_numbers`	900,144,300	900144300	37.0%
`phones`	900,144,300	900144300	37.0%
`phones.first_seen`	900,144,300	900144300	37.0%
`phones.last_seen`	900,144,300	900144300	37.0%
`phones.num_sources`	900,144,300	900144300	37.0%
`phones.number`	900,144,300	900144300	37.0%
`possible_birth_dates`	176,601,351	176601351	7.3%
`possible_emails`	117,586,221	117586221	4.8%
`possible_emails.address`	117,586,221	117586221	4.8%
`possible_emails.first_seen`	117,586,221	117586221	4.8%
`possible_emails.last_seen`	117,586,221	117586221	4.8%
`possible_emails.num_sources`	117,586,221	117586221	4.8%
`possible_emails.type`	98,945,166	98945166	4.1%
`possible_location_names`	1,063,514,439	1063514439	43.7%
`possible_phones`	50,210,025	50210025	2.1%
`possible_phones.first_seen`	50,210,025	50210025	2.1%
`possible_phones.last_seen`	50,210,025	50210025	2.1%
`possible_phones.num_sources`	50,210,025	50210025	2.1%
`possible_phones.number`	50,210,025	50210025	2.1%
`possible_profiles`	65,819,242	65819242	2.7%
`possible_profiles.first_seen`	65,819,242	65819242	2.7%
`possible_profiles.id`	47,379,593	47379593	1.9%
`possible_profiles.last_seen`	65,819,242	65819242	2.7%
`possible_profiles.network`	65,819,242	65819242	2.7%
`possible_profiles.num_sources`	65,819,242	65819242	2.7%
`possible_profiles.url`	65,819,242	65819242	2.7%
`possible_profiles.username`	47,280,526	47280526	1.9%
`possible_street_addresses`	44,857,692	44857692	1.8%
`possible_street_addresses.address_line_2`	9,119,864	9119864	0.4%
`possible_street_addresses.continent`	44,857,692	44857692	1.8%
`possible_street_addresses.country`	44,857,682	44857682	1.8%
`possible_street_addresses.first_seen`	44,857,692	44857692	1.8%
`possible_street_addresses.geo`	44,831,075	44831075	1.8%
`possible_street_addresses.last_seen`	44,857,692	44857692	1.8%
`possible_street_addresses.locality`	44,833,320	44833320	1.8%
`possible_street_addresses.metro`	38,020,103	38020103	1.6%
`possible_street_addresses.name`	44,857,692	44857692	1.8%
`possible_street_addresses.num_sources`	44,857,692	44857692	1.8%
`possible_street_addresses.postal_code`	44,387,364	44387364	1.8%
`possible_street_addresses.region`	44,851,466	44851466	1.8%
`possible_street_addresses.street_address`	44,857,692	44857692	1.8%
`profiles`	1,838,784,145	1838784145	75.6%
`profiles.first_seen`	1,838,784,145	1838784145	75.6%
`profiles.id`	1,491,363,535	1491363535	61.3%
`profiles.last_seen`	1,838,784,145	1838784145	75.6%
`profiles.network`	1,838,784,145	1838784145	75.6%
`profiles.num_sources`	1,838,784,145	1838784145	75.6%
`profiles.url`	1,838,784,145	1838784145	75.6%
`profiles.username`	1,530,784,739	1530784739	62.9%
`recommended_personal_email`	433,009,145	433009145	17.8%
`regions`	1,576,584,123	1576584123	64.8%
`sex`	1,723,850,455	1723850455	70.9%
`skills`	144,979,428	144979428	6.0%
`street_addresses`	483,639,089	483639089	19.9%
`street_addresses.address_line_2`	174,091,228	174091228	7.2%
`street_addresses.continent`	483,639,089	483639089	19.9%
`street_addresses.country`	483,638,901	483638901	19.9%
`street_addresses.first_seen`	483,639,089	483639089	19.9%
`street_addresses.geo`	481,905,133	481905133	19.8%
`street_addresses.last_seen`	483,639,089	483639089	19.9%
`street_addresses.locality`	481,999,916	481999916	19.8%
`street_addresses.metro`	414,447,519	414447519	17.0%
`street_addresses.name`	483,639,089	483639089	19.9%
`street_addresses.num_sources`	483,639,089	483639089	19.9%
`street_addresses.postal_code`	479,495,105	479495105	19.7%
`street_addresses.region`	483,008,628	483008628	19.9%
`street_addresses.street_address`	483,639,089	483639089	19.9%
`summary`	170,541,122	170541122	7.0%
`twitter_url`	55,855,585	55855585	2.3%
`twitter_username`	55,855,585	55855585	2.3%
`work_email`	84,862,745	84862745	3.5%

Stats shown are accurate as of data version 31.0