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 | 2,983,095,918 | 2983095918 | 100.0% | |
birth_date | 213,590,391 | 213590391 | 7.2% | |
birth_year | 485,243,237 | 485243237 | 16.3% | |
certifications | 25,555,935 | 25555935 | 0.9% | T |
certifications.end_date | 5,417,067 | 5417067 | 0.2% | T |
certifications.name | 25,555,935 | 25555935 | 0.9% | T |
certifications.organization | 20,991,778 | 20991778 | 0.7% | T |
certifications.start_date | 16,873,763 | 16873763 | 0.6% | T |
countries | 1,887,269,282 | 1887269282 | 63.3% | |
education | 473,708,683 | 473708683 | 15.9% | |
education.degrees | 124,745,317 | 124745317 | 4.2% | |
education.end_date | 199,604,441 | 199604441 | 6.7% | |
education.gpa | 3,820,246 | 3820246 | 0.1% | |
education.majors | 151,081,365 | 151081365 | 5.1% | |
education.minors | 1,205,643 | 1205643 | 0.0% | |
education.raw | 231,057,780 | 231057780 | 7.7% | T |
education.school | 464,189,410 | 464189410 | 15.6% | |
education.school.domain | 277,926,953 | 277926953 | 9.3% | |
education.school.facebook_url | 203,800,178 | 203800178 | 6.8% | |
education.school.id | 285,280,507 | 285280507 | 9.6% | |
education.school.linkedin_id | 277,545,840 | 277545840 | 9.3% | |
education.school.linkedin_url | 277,545,840 | 277545840 | 9.3% | |
education.school.location | 282,797,717 | 282797717 | 9.5% | |
education.school.location.continent | 282,797,717 | 282797717 | 9.5% | |
education.school.location.country | 282,797,717 | 282797717 | 9.5% | |
education.school.location.locality | 209,143,529 | 209143529 | 7.0% | |
education.school.location.name | 282,797,717 | 282797717 | 9.5% | |
education.school.location.region | 224,894,605 | 224894605 | 7.5% | |
education.school.name | 464,175,659 | 464175659 | 15.6% | |
education.school.raw | 459,777,227 | 459777227 | 15.4% | T |
education.school.twitter_url | 193,514,577 | 193514577 | 6.5% | |
education.school.type | 424,298,407 | 424298407 | 14.2% | |
education.school.website | 277,926,953 | 277926953 | 9.3% | |
education.start_date | 181,931,529 | 181931529 | 6.1% | |
education.summary | 29,778,231 | 29778231 | 1.0% | T |
emails | 923,242,238 | 923242238 | 30.9% | |
emails.address | 923,242,238 | 923242238 | 30.9% | |
emails.type | 799,443,830 | 799443830 | 26.8% | |
experience | 967,714,959 | 967714959 | 32.4% | |
experience.company | 896,056,722 | 896056722 | 30.0% | |
experience.company.facebook_url | 354,154,566 | 354154566 | 11.9% | |
experience.company.founded | 896,056,722 | 896056722 | 30.0% | |
experience.company.fuzzy_match | 896,056,722 | 896056722 | 30.0% | T |
experience.company.id | 595,936,978 | 595936978 | 20.0% | |
experience.company.industry | 577,059,544 | 577059544 | 19.3% | |
experience.company.linkedin_id | 573,306,200 | 573306200 | 19.2% | |
experience.company.linkedin_url | 595,936,978 | 595936978 | 20.0% | |
experience.company.location | 560,551,423 | 560551423 | 18.8% | |
experience.company.location.address_line_2 | 55,459,697 | 55459697 | 1.9% | |
experience.company.location.continent | 560,551,423 | 560551423 | 18.8% | |
experience.company.location.country | 560,551,423 | 560551423 | 18.8% | |
experience.company.location.geo | 457,860,779 | 457860779 | 15.3% | |
experience.company.location.locality | 480,623,767 | 480623767 | 16.1% | |
experience.company.location.metro | 286,969,071 | 286969071 | 9.6% | |
experience.company.location.name | 560,551,423 | 560551423 | 18.8% | |
experience.company.location.postal_code | 299,854,230 | 299854230 | 10.1% | |
experience.company.location.region | 498,285,149 | 498285149 | 16.7% | |
experience.company.location.street_address | 323,225,904 | 323225904 | 10.8% | |
experience.company.name | 896,056,722 | 896056722 | 30.0% | |
experience.company.raw | 854,675,881 | 854675881 | 28.7% | T |
experience.company.size | 595,936,978 | 595936978 | 20.0% | |
experience.company.ticker | 77,225,474 | 77225474 | 2.6% | T |
experience.company.twitter_url | 356,463,881 | 356463881 | 11.9% | |
experience.company.type | 595,936,978 | 595936978 | 20.0% | T |
experience.company.website | 543,224,473 | 543224473 | 18.2% | |
experience.end_date | 191,574,010 | 191574010 | 6.4% | |
experience.is_primary | 967,714,959 | 967714959 | 32.4% | |
experience.location_names | 228,789,689 | 228789689 | 7.7% | |
experience.start_date | 337,743,778 | 337743778 | 11.3% | |
experience.summary | 127,240,285 | 127240285 | 4.3% | T |
experience.title | 808,118,307 | 808118307 | 27.1% | |
experience.title.levels | 277,610,391 | 277610391 | 9.3% | |
experience.title.name | 808,118,301 | 808118301 | 27.1% | |
experience.title.raw | 808,118,307 | 808118307 | 27.1% | T |
experience.title.role | 321,975,650 | 321975650 | 10.8% | |
experience.title.sub_role | 210,414,274 | 210414274 | 7.1% | |
facebook_id | 1,012,924,926 | 1012924926 | 34.0% | |
facebook_url | 723,062,137 | 723062137 | 24.2% | |
facebook_username | 723,062,137 | 723062137 | 24.2% | |
first_name | 2,983,095,918 | 2983095918 | 100.0% | |
full_name | 2,983,095,918 | 2983095918 | 100.0% | |
gender | 2,136,162,432 | 2136162432 | 71.6% | |
github_url | 5,646,373 | 5646373 | 0.2% | |
github_username | 5,646,373 | 5646373 | 0.2% | |
id | 2,983,095,918 | 2983095918 | 100.0% | |
industry | 396,521,074 | 396521074 | 13.3% | |
inferred_salary | 237,442,086 | 237442086 | 8.0% | T |
inferred_years_experience | 350,099,008 | 350099008 | 11.7% | T |
interests | 101,011,618 | 101011618 | 3.4% | |
job_company_facebook_url | 127,620,972 | 127620972 | 4.3% | |
job_company_founded | 420,172,746 | 420172746 | 14.1% | |
job_company_id | 262,568,450 | 262568450 | 8.8% | |
job_company_industry | 251,209,110 | 251209110 | 8.4% | |
job_company_linkedin_id | 246,733,093 | 246733093 | 8.3% | |
job_company_linkedin_url | 262,568,450 | 262568450 | 8.8% | |
job_company_location_address_line_2 | 13,925,645 | 13925645 | 0.5% | |
job_company_location_continent | 239,657,201 | 239657201 | 8.0% | |
job_company_location_country | 239,657,201 | 239657201 | 8.0% | |
job_company_location_geo | 176,101,706 | 176101706 | 5.9% | |
job_company_location_locality | 190,271,293 | 190271293 | 6.4% | |
job_company_location_metro | 85,964,709 | 85964709 | 2.9% | |
job_company_location_name | 239,657,201 | 239657201 | 8.0% | |
job_company_location_postal_code | 90,025,369 | 90025369 | 3.0% | |
job_company_location_region | 199,573,673 | 199573673 | 6.7% | |
job_company_location_street_address | 101,112,095 | 101112095 | 3.4% | |
job_company_name | 420,172,746 | 420172746 | 14.1% | |
job_company_size | 262,568,450 | 262568450 | 8.8% | |
job_company_ticker | 19,998,829 | 19998829 | 0.7% | T |
job_company_twitter_url | 127,625,703 | 127625703 | 4.3% | |
job_company_type | 262,568,450 | 262568450 | 8.8% | T |
job_company_website | 220,516,336 | 220516336 | 7.4% | |
job_last_updated | 411,867,529 | 411867529 | 13.8% | |
job_start_date | 269,942,989 | 269942989 | 9.0% | |
job_summary | 57,336,025 | 57336025 | 1.9% | T |
job_title | 464,514,631 | 464514631 | 15.6% | |
job_title_levels | 115,396,401 | 115396401 | 3.9% | |
job_title_role | 145,449,336 | 145449336 | 4.9% | |
job_title_sub_role | 85,012,399 | 85012399 | 2.8% | |
languages | 282,007,275 | 282007275 | 9.5% | T |
languages.name | 282,007,275 | 282007275 | 9.5% | T |
languages.proficiency | 282,007,275 | 282007275 | 9.5% | T |
last_name | 2,983,095,918 | 2983095918 | 100.0% | |
linkedin_connections | 537,479,284 | 537479284 | 18.0% | T |
linkedin_id | 484,742,536 | 484742536 | 16.2% | |
linkedin_url | 683,574,002 | 683574002 | 22.9% | |
linkedin_username | 683,574,002 | 683574002 | 22.9% | |
location_address_line_2 | 80,975,380 | 80975380 | 2.7% | |
location_continent | 1,875,479,606 | 1875479606 | 62.9% | |
location_country | 1,868,204,197 | 1868204197 | 62.6% | |
location_geo | 1,343,770,501 | 1343770501 | 45.0% | |
location_last_updated | 871,239,699 | 871239699 | 29.2% | |
location_locality | 1,433,768,812 | 1433768812 | 48.1% | |
location_metro | 779,932,063 | 779932063 | 26.1% | |
location_name | 1,875,479,606 | 1875479606 | 62.9% | |
location_names | 1,553,539,720 | 1553539720 | 52.1% | |
location_postal_code | 710,785,904 | 710785904 | 23.8% | |
location_region | 1,570,790,714 | 1570790714 | 52.7% | |
location_street_address | 658,601,497 | 658601497 | 22.1% | |
middle_initial | 699,602,673 | 699602673 | 23.5% | |
middle_name | 434,138,981 | 434138981 | 14.6% | |
mobile_phone | 477,293,913 | 477293913 | 16.0% | |
personal_emails | 578,000,971 | 578000971 | 19.4% | |
phone_numbers | 1,096,705,155 | 1096705155 | 36.8% | |
profiles | 1,897,639,988 | 1897639988 | 63.6% | |
profiles.id | 1,468,382,081 | 1468382081 | 49.2% | |
profiles.network | 1,897,639,988 | 1897639988 | 63.6% | |
profiles.url | 1,892,553,593 | 1892553593 | 63.4% | |
profiles.username | 1,583,868,250 | 1583868250 | 53.1% | |
regions | 1,649,624,193 | 1649624193 | 55.3% | |
skills | 158,518,216 | 158518216 | 5.3% | |
street_addresses | 685,589,866 | 685589866 | 23.0% | |
street_addresses.address_line_2 | 190,881,006 | 190881006 | 6.4% | |
street_addresses.continent | 685,589,866 | 685589866 | 23.0% | |
street_addresses.country | 685,589,866 | 685589866 | 23.0% | |
street_addresses.geo | 675,115,807 | 675115807 | 22.6% | |
street_addresses.locality | 685,589,866 | 685589866 | 23.0% | |
street_addresses.metro | 586,674,133 | 586674133 | 19.7% | |
street_addresses.name | 685,589,866 | 685589866 | 23.0% | |
street_addresses.postal_code | 680,701,335 | 680701335 | 22.8% | |
street_addresses.region | 685,589,866 | 685589866 | 23.0% | |
street_addresses.street_address | 685,589,866 | 685589866 | 23.0% | |
summary | 248,826,125 | 248826125 | 8.3% | T |
twitter_url | 205,049,308 | 205049308 | 6.9% | |
twitter_username | 205,049,308 | 205049308 | 6.9% | |
version_status | 2,983,095,918 | 2983095918 | 100.0% | |
version_status.contains | 53,821,038 | 53821038 | 1.8% | |
version_status.current_version | 2,983,095,918 | 2983095918 | 100.0% | |
version_status.previous_version | 2,983,095,918 | 2983095918 | 100.0% | |
version_status.status | 2,983,095,918 | 2983095918 | 100.0% | |
work_email | 43,637,063 | 43637063 | 1.5% |
Updated about a month ago