The PeopleDataLabs Developer Hub

Welcome to the PeopleDataLabs developer hub. You'll find comprehensive guides and documentation to help you start working with PeopleDataLabs as quickly as possible, as well as support if you get stuck. Let's jump right in!

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Coverage

Field Count Numeric Fill Rate License Only
total 832,149,365 832149365 100.00%
birth_date 36,938,679 36938679 4.44%
birth_date_fuzzy 49,546,167 49546167 5.95%
education 138,639,004 138639004 16.66%
education.degrees 70,006,921 70006921 8.41%
education.end_date 115,821,920 115821920 13.92%
education.gpa 3,705,465 3705465 0.45%
education.majors 74,175,127 74175127 8.91%
education.minors 765,078 765078 0.09%
education.raw 108,449,743 108449743 13.03% T
education.school 133,958,146 133958146 16.1%
education.school.location 102,798,423 102798423 12.35%
education.school.name 133,924,395 133924395 16.09%
education.school.profiles 101,834,926 101834926 12.24%
education.school.website 100,862,004 100862004 12.12%
education.start_date 112,915,626 112915626 13.57%
education.summaries 31,459,542 31459542 3.78% T
emails 587,703,935 587703935 70.62%
emails.address 587,703,935 587703935 70.62%
emails.domain 587,703,935 587703935 70.62%
emails.local 587,703,935 587703935 70.62%
emails.sha256 587,703,935 587703935 70.62%
experience 388,218,054 388218054 46.65%
experience.company 342,366,441 342366441 41.14%
experience.company.country 190,174,523 190174523 22.85%
experience.company.founded 167,426,350 167426350 20.12%
experience.company.industry 218,208,693 218208693 26.22%
experience.company.location 188,116,583 188116583 22.61%
experience.company.name 342,334,497 342334497 41.14%
experience.company.profiles 218,380,915 218380915 26.24%
experience.company.region 190,174,523 190174523 22.85%
experience.company.size 218,380,915 218380915 26.24%
experience.company.website 202,409,378 202409378 24.32%
experience.end_date 111,353,815 111353815 13.38%
experience.is_primary 388,218,054 388218054 46.65%
experience.last_updated 209,000,092 209000092 25.12%
experience.locations 144,745,464 144745464 17.39%
experience.locations.address_line_2 17,305,214 17305214 2.08%
experience.locations.continent 144,745,464 144745464 17.39%
experience.locations.country 144,745,464 144745464 17.39%
experience.locations.geo 129,801,065 129801065 15.6%
experience.locations.locality 133,917,626 133917626 16.09%
experience.locations.name 144,745,464 144745464 17.39%
experience.locations.postal_code 82,655,761 82655761 9.93%
experience.locations.region 136,061,074 136061074 16.35%
experience.locations.street_address 79,897,967 79897967 9.6%
experience.locations.subregion 110,761,389 110761389 13.31%
experience.locations.zip_plus_4 9,565,970 9565970 1.15%
experience.most_recent 388,218,054 388218054 46.65%
experience.start_date 156,105,535 156105535 18.76%
experience.summaries 82,947,001 82947001 9.97% T
experience.title 361,303,428 361303428 43.42%
experience.title.levels 122,235,765 122235765 14.69%
experience.title.name 361,303,428 361303428 43.42%
experience.title.titles 361,303,428 361303428 43.42%
gender 619,842,029 619842029 74.49%
industries 278,081,117 278081117 33.42%
industries.is_primary 278,081,117 278081117 33.42%
industries.name 278,081,117 278081117 33.42%
inferred_salary 119,694,035 119694035 14.38% T
inferred_years_experience 161,773,458 161773458 19.44% T
interests 54,935,962 54935962 6.6%
locations 654,582,609 654582609 78.66%
locations.address_line_2 29,074,686 29074686 3.49%
locations.continent 654,582,609 654582609 78.66%
locations.country 654,582,609 654582609 78.66%
locations.geo 436,743,946 436743946 52.48%
locations.is_primary 654,582,609 654582609 78.66%
locations.last_updated 336,875,126 336875126 40.48%
locations.locality 464,266,053 464266053 55.79%
locations.most_recent 654,582,609 654582609 78.66%
locations.name 654,582,609 654582609 78.66%
locations.postal_code 237,414,596 237414596 28.53%
locations.region 487,883,737 487883737 58.63%
locations.street_address 189,315,717 189315717 22.75%
locations.subregion 394,455,725 394455725 47.4%
locations.zip_plus_4 70,753,178 70753178 8.5%
names 832,149,365 832149365 100.0%
names.clean 832,149,365 832149365 100.0%
names.first_name 832,149,365 832149365 100.0%
names.is_primary 832,149,365 832149365 100.0%
names.last_name 832,149,365 832149365 100.0%
names.middle_initial 155,039,124 155039124 18.63%
names.middle_name 91,572,013 91572013 11.0%
names.name 832,149,365 832149365 100.0%
phone_numbers 151,216,116 151216116 18.17%
phone_numbers.E164 151,216,116 151216116 18.17%
profiles 399,120,527 399120527 47.96%
profiles.clean 399,096,153 399096153 47.96%
profiles.ids 247,301,102 247301102 29.72%
profiles.is_primary 397,648,929 397648929 47.79%
profiles.network 399,120,527 399120527 47.96%
profiles.username 399,088,252 399088252 47.96%
skills 134,217,105 134217105 16.13%

Coverage


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