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


FieldCountNumericFill Percentage
Total2,431,906,8772431906877100.0%
birth_date177,687,9981776879987.3%
birth_year358,571,72635857172614.7%
certifications61,413,367614133672.5%
certifications.end_date48,488,309484883092.0%
certifications.name61,413,367614133672.5%
certifications.organization60,271,424602714242.5%
certifications.start_date51,216,107512161072.1%
countries1,789,818,295178981829573.6%
education689,555,11068955511028.4%
education.degrees178,806,6861788066867.4%
education.end_date312,609,78731260978712.9%
education.gpa11,391,898113918980.5%
education.majors231,563,7112315637119.5%
education.minors1,643,24716432470.1%
education.raw348,629,81034862981014.3%
education.school685,909,88068590988028.2%
education.school.domain589,901,69158990169124.3%
education.school.facebook_url376,471,40937647140915.5%
education.school.id611,452,15061145215025.1%
education.school.linkedin_id611,452,15061145215025.1%
education.school.linkedin_url611,452,15061145215025.1%
education.school.location568,037,71556803771523.4%
education.school.location.continent568,037,71556803771523.4%
education.school.location.country568,024,51256802451223.4%
education.school.location.locality551,246,51155124651122.7%
education.school.location.name568,037,71556803771523.4%
education.school.location.region564,601,86056460186023.2%
education.school.name685,880,84068588084028.2%
education.school.raw685,909,88068590988028.2%
education.school.twitter_url344,782,65034478265014.2%
education.school.type679,460,89667946089627.9%
education.school.website589,901,69158990169124.3%
education.start_date296,248,03329624803312.2%
education.summary65,966,130659661302.7%
emails640,543,49064054349026.3%
emails.address640,543,49064054349026.3%
emails.first_seen640,543,49064054349026.3%
emails.last_seen640,543,49064054349026.3%
emails.num_sources640,543,49064054349026.3%
emails.type569,039,57756903957723.4%
experience897,584,09489758409436.9%
experience.company857,654,74685765474635.3%
experience.company.facebook_url353,676,77035367677014.5%
experience.company.founded437,634,88643763488618.0%
experience.company.id560,296,05956029605923.0%
experience.company.industry540,659,10554065910522.2%
experience.company.linkedin_id560,296,05956029605923.0%
experience.company.linkedin_url560,296,05956029605923.0%
experience.company.location537,643,70653764370622.1%
experience.company.location.address_line_284,118,259841182593.5%
experience.company.location.continent536,481,75353648175322.1%
experience.company.location.country537,640,02053764002022.1%
experience.company.location.geo491,427,32649142732620.2%
experience.company.location.locality499,863,19249986319220.6%
experience.company.location.metro228,139,9252281399259.4%
experience.company.location.name537,643,70653764370622.1%
experience.company.location.postal_code460,601,59346060159318.9%
experience.company.location.region512,351,55751235155721.1%
experience.company.location.street_address419,727,89941972789917.3%
experience.company.name857,654,74685765474635.3%
experience.company.raw857,634,23085763423035.3%
experience.company.size560,296,05956029605923.0%
experience.company.ticker128,096,2571280962575.3%
experience.company.twitter_url346,287,05534628705514.2%
experience.company.type560,296,05956029605923.0%
experience.company.website514,704,34051470434021.2%
experience.end_date267,605,54226760554211.0%
experience.first_seen897,584,09489758409436.9%
experience.is_primary897,584,09489758409436.9%
experience.last_seen897,584,09489758409436.9%
experience.location_names341,271,49534127149514.0%
experience.num_sources897,584,09489758409436.9%
experience.start_date427,917,18742791718717.6%
experience.summary176,818,4121768184127.3%
experience.title753,189,41475318941431.0%
experience.title.class483,677,34548367734519.9%
experience.title.levels251,147,81825114781810.3%
experience.title.name753,189,41475318941431.0%
experience.title.raw753,189,41475318941431.0%
experience.title.role483,677,34548367734519.9%
experience.title.sub_role421,957,39842195739817.4%
facebook_friends38,903,522389035221.6%
facebook_id1,005,627,874100562787441.4%
facebook_url716,234,70671623470629.5%
facebook_username716,234,70671623470629.5%
first_name2,431,906,8772431906877100.0%
first_seen2,431,906,8772431906877100.0%
full_name2,431,906,8772431906877100.0%
github_url3,559,25635592560.1%
github_username3,559,25635592560.1%
headline78,601,662786016623.2%
id2,431,906,8772431906877100.0%
industry410,104,67641010467616.9%
inferred_salary277,589,65327758965311.4%
inferred_years_experience425,813,87942581387917.5%
interests101,971,5921019715924.2%
job_company_12mo_employee_growth_rate331,255,73233125573213.6%
job_company_employee_count335,556,34133555634113.8%
job_company_facebook_url171,108,5931711085937.0%
job_company_founded242,577,62824257762810.0%
job_company_id335,585,30833558530813.8%
job_company_industry321,678,63532167863513.2%
job_company_inferred_revenue335,556,34133555634113.8%
job_company_linkedin_id335,585,30833558530813.8%
job_company_linkedin_url335,585,30833558530813.8%
job_company_location_address_line_229,577,326295773261.2%
job_company_location_continent316,083,64231608364213.0%
job_company_location_country316,974,08331697408313.0%
job_company_location_geo280,481,95828048195811.5%
job_company_location_locality288,064,22728806422711.8%
job_company_location_metro100,298,5461002985464.1%
job_company_location_name316,978,90631697890613.0%
job_company_location_postal_code251,538,53525153853510.3%
job_company_location_region299,407,33529940733512.3%
job_company_location_street_address220,495,1142204951149.1%
job_company_name516,170,38151617038121.2%
job_company_size335,585,30833558530813.8%
job_company_ticker51,372,273513722732.1%
job_company_total_funding_raised68,134,734681347342.8%
job_company_twitter_url166,207,1061662071066.8%
job_company_type335,585,30833558530813.8%
job_company_website296,725,58229672558212.2%
job_history897,663,47189766347136.9%
job_history.company_id569,206,54056920654023.4%
job_history.company_name858,061,94685806194635.3%
job_history.first_seen897,663,47189766347136.9%
job_history.last_seen897,663,47189766347136.9%
job_history.num_sources897,663,47189766347136.9%
job_history.title753,291,20275329120231.0%
job_last_changed546,836,08654683608622.5%
job_last_verified546,836,08654683608622.5%
job_onet_broad_occupation243,675,06524367506510.0%
job_onet_code243,675,06524367506510.0%
job_onet_major_group243,675,06524367506510.0%
job_onet_minor_group243,675,06524367506510.0%
job_onet_specific_occupation243,675,06524367506510.0%
job_onet_specific_occupation_detail96,110,935961109354.0%
job_start_date334,853,93233485393213.8%
job_summary74,032,940740329403.0%
job_title530,192,55553019255521.8%
job_title_class293,068,39029306839012.1%
job_title_levels130,506,7601305067605.4%
job_title_role293,068,39029306839012.1%
job_title_sub_role239,295,4012392954019.8%
languages300,859,12230085912212.4%
languages.name300,859,12230085912212.4%
languages.proficiency22,911,003229110030.9%
last_initial2,431,906,8772431906877100.0%
last_name2,419,158,418241915841899.5%
linkedin_connections505,158,90950515890920.8%
linkedin_id494,094,46949409446920.3%
linkedin_url727,996,61572799661529.9%
linkedin_username727,996,61572799661529.9%
location_address_line_271,957,497719574973.0%
location_continent1,789,847,964178984796473.6%
location_country1,789,807,853178980785373.6%
location_geo1,460,021,546146002154660.0%
location_last_updated1,096,602,611109660261145.1%
location_locality1,474,951,621147495162160.7%
location_metro605,482,66860548266824.9%
location_name1,789,847,964178984796473.6%
location_names1,474,951,621147495162160.7%
location_postal_code499,115,96349911596320.5%
location_region1,572,422,526157242252664.7%
location_street_address474,278,20747427820719.5%
middle_initial615,898,20161589820125.3%
middle_name412,363,00541236300517.0%
mobile_phone506,130,81150613081120.8%
name_aliases126,841,0131268410135.2%
num_records2,431,906,8772431906877100.0%
num_sources2,431,906,8772431906877100.0%
personal_emails433,070,63243307063217.8%
phone_numbers900,144,30090014430037.0%
phones900,144,30090014430037.0%
phones.first_seen900,144,30090014430037.0%
phones.last_seen900,144,30090014430037.0%
phones.num_sources900,144,30090014430037.0%
phones.number900,144,30090014430037.0%
possible_birth_dates176,601,3511766013517.3%
possible_emails117,586,2211175862214.8%
possible_emails.address117,586,2211175862214.8%
possible_emails.first_seen117,586,2211175862214.8%
possible_emails.last_seen117,586,2211175862214.8%
possible_emails.num_sources117,586,2211175862214.8%
possible_emails.type98,945,166989451664.1%
possible_location_names1,063,514,439106351443943.7%
possible_phones50,210,025502100252.1%
possible_phones.first_seen50,210,025502100252.1%
possible_phones.last_seen50,210,025502100252.1%
possible_phones.num_sources50,210,025502100252.1%
possible_phones.number50,210,025502100252.1%
possible_profiles65,819,242658192422.7%
possible_profiles.first_seen65,819,242658192422.7%
possible_profiles.id47,379,593473795931.9%
possible_profiles.last_seen65,819,242658192422.7%
possible_profiles.network65,819,242658192422.7%
possible_profiles.num_sources65,819,242658192422.7%
possible_profiles.url65,819,242658192422.7%
possible_profiles.username47,280,526472805261.9%
possible_street_addresses44,857,692448576921.8%
possible_street_addresses.address_line_29,119,86491198640.4%
possible_street_addresses.continent44,857,692448576921.8%
possible_street_addresses.country44,857,682448576821.8%
possible_street_addresses.first_seen44,857,692448576921.8%
possible_street_addresses.geo44,831,075448310751.8%
possible_street_addresses.last_seen44,857,692448576921.8%
possible_street_addresses.locality44,833,320448333201.8%
possible_street_addresses.metro38,020,103380201031.6%
possible_street_addresses.name44,857,692448576921.8%
possible_street_addresses.num_sources44,857,692448576921.8%
possible_street_addresses.postal_code44,387,364443873641.8%
possible_street_addresses.region44,851,466448514661.8%
possible_street_addresses.street_address44,857,692448576921.8%
profiles1,838,784,145183878414575.6%
profiles.first_seen1,838,784,145183878414575.6%
profiles.id1,491,363,535149136353561.3%
profiles.last_seen1,838,784,145183878414575.6%
profiles.network1,838,784,145183878414575.6%
profiles.num_sources1,838,784,145183878414575.6%
profiles.url1,838,784,145183878414575.6%
profiles.username1,530,784,739153078473962.9%
recommended_personal_email433,009,14543300914517.8%
regions1,576,584,123157658412364.8%
sex1,723,850,455172385045570.9%
skills144,979,4281449794286.0%
street_addresses483,639,08948363908919.9%
street_addresses.address_line_2174,091,2281740912287.2%
street_addresses.continent483,639,08948363908919.9%
street_addresses.country483,638,90148363890119.9%
street_addresses.first_seen483,639,08948363908919.9%
street_addresses.geo481,905,13348190513319.8%
street_addresses.last_seen483,639,08948363908919.9%
street_addresses.locality481,999,91648199991619.8%
street_addresses.metro414,447,51941444751917.0%
street_addresses.name483,639,08948363908919.9%
street_addresses.num_sources483,639,08948363908919.9%
street_addresses.postal_code479,495,10547949510519.7%
street_addresses.region483,008,62848300862819.9%
street_addresses.street_address483,639,08948363908919.9%
summary170,541,1221705411227.0%
twitter_url55,855,585558555852.3%
twitter_username55,855,585558555852.3%
work_email84,862,745848627453.5%

Stats shown are accurate as of data version 31.0