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
Updated 4 days ago