Resume Stats

All Records Have -- Linkedin URL

Description

The Resume Slice Dataset is a subset of our full Person Dataset and is composed of all the records containing a Linkedin URL. 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
Candidate Search, Prospect Search, Custom Audiences, Career Path Prediction/Labor Force Modeling, Investment Sourcing

FieldCountNumericFill PercentageRestricted Field
Total710,998,512710998512100.0%
birth_date5,053,66850536680.7%
birth_year10,264,538102645381.4%
certifications26,170,057261700573.7%T
certifications.end_date5,611,78056117800.8%T
certifications.name26,170,057261700573.7%T
certifications.organization21,635,012216350123.0%T
certifications.start_date17,491,416174914162.5%T
countries650,251,17965025117991.5%
education221,562,68422156268431.2%
education.degrees117,539,74511753974516.5%
education.end_date189,852,55218985255226.7%
education.gpa3,813,05738130570.5%
education.majors129,086,88212908688218.2%
education.minors1,240,44712404470.2%
education.raw184,836,94318483694326.0%T
education.school214,906,66321490666330.2%
education.school.domain179,305,17717930517725.2%
education.school.facebook_url135,906,86213590686219.1%
education.school.id182,939,93618293993625.7%
education.school.linkedin_id180,929,05818092905825.4%
education.school.linkedin_url180,929,05818092905825.4%
education.school.location181,774,10118177410125.6%
education.school.location.continent181,774,10118177410125.6%
education.school.location.country181,774,10118177410125.6%
education.school.location.locality138,931,45613893145619.5%
education.school.location.name181,774,10118177410125.6%
education.school.location.region146,850,08214685008220.7%
education.school.name214,892,71721489271730.2%
education.school.raw210,255,94821025594829.6%T
education.school.twitter_url129,939,39412993939418.3%
education.school.type205,308,50320530850328.9%
education.school.website179,305,17717930517725.2%
education.start_date189,877,04218987704226.7%
education.summary29,657,962296579624.2%T
emails160,210,79116021079122.5%
emails.address160,210,79116021079122.5%
emails.first_seen160,210,79116021079122.5%T
emails.last_seen160,210,79116021079122.5%T
emails.num_sources160,210,79116021079122.5%T
emails.type141,867,08314186708320.0%
experience512,254,45851225445872.0%
experience.company444,676,73844467673862.5%
experience.company.facebook_url155,202,81715520281721.8%
experience.company.founded257,746,03625774603636.3%
experience.company.fuzzy_match444,676,73844467673862.5%T
experience.company.id327,359,99232735999246.0%
experience.company.industry317,131,36431713136444.6%
experience.company.linkedin_id317,533,20931753320944.7%
experience.company.linkedin_url327,359,99232735999246.0%
experience.company.location307,815,80830781580843.3%
experience.company.location.address_line_231,930,609319306094.5%
experience.company.location.continent307,815,80830781580843.3%
experience.company.location.country307,815,79030781579043.3%
experience.company.location.geo248,827,24324882724335.0%
experience.company.location.locality252,393,00625239300635.5%
experience.company.location.metro128,728,35112872835118.1%
experience.company.location.name307,815,80830781580843.3%
experience.company.location.postal_code136,648,03413664803419.2%
experience.company.location.region272,034,23627203423638.3%
experience.company.location.street_address151,288,97615128897621.3%
experience.company.name444,676,73844467673862.5%
experience.company.raw444,520,90744452090762.5%T
experience.company.size327,359,99232735999246.0%
experience.company.ticker83,838,2548383825411.8%T
experience.company.twitter_url172,148,50717214850724.2%
experience.company.type327,359,99232735999246.0%T
experience.company.website299,212,02529921202542.1%
experience.end_date177,239,10817723910824.9%
experience.first_seen512,254,45851225445872.0%T
experience.is_primary512,254,45851225445872.0%
experience.last_seen512,254,45851225445872.0%T
experience.location_names130,609,22113060922118.4%
experience.num_sources512,254,45851225445872.0%T
experience.start_date255,321,27325532127335.9%
experience.summary113,945,05711394505716.0%T
experience.title508,520,42850852042871.5%
experience.title.levels166,968,26316696826323.5%
experience.title.name508,520,42850852042871.5%
experience.title.raw508,520,42850852042871.5%T
experience.title.role214,535,38721453538730.2%
experience.title.sub_role145,853,16414585316420.5%
facebook_friends6,335,74963357490.9%T
facebook_id29,370,954293709544.1%
facebook_url28,265,986282659864.0%
facebook_username28,265,986282659864.0%
first_name710,998,512710998512100.0%
first_seen710,998,512710998512100.0%T
full_name710,998,512710998512100.0%
gender494,233,88449423388469.5%
github_url975,4969754960.1%
github_username975,4969754960.1%
id710,998,512710998512100.0%
industry402,346,65140234665156.6%
inferred_salary243,231,53624323153634.2%T
inferred_years_experience262,827,50526282750537.0%T
interests34,270,820342708204.8%
job_company_facebook_url86,655,8368665583612.2%
job_company_founded184,886,71218488671226.0%
job_company_id258,166,91525816691536.3%
job_company_industry247,736,37324773637334.8%
job_company_linkedin_id246,440,63624644063634.7%
job_company_linkedin_url258,166,91525816691536.3%
job_company_location_address_line_213,893,842138938422.0%
job_company_location_continent237,003,03223700303233.3%
job_company_location_country237,003,00523700300533.3%
job_company_location_geo174,856,90317485690324.6%
job_company_location_locality178,888,27417888827425.2%
job_company_location_metro84,047,1048404710411.8%
job_company_location_name237,003,03223700303233.3%
job_company_location_postal_code89,950,7958995079512.7%
job_company_location_region199,548,39419954839428.1%
job_company_location_street_address97,612,2789761227813.7%
job_company_name395,158,38939515838955.6%
job_company_size258,166,91525816691536.3%
job_company_ticker44,654,069446540696.3%T
job_company_twitter_url101,135,55010113555014.2%
job_company_type258,166,91525816691536.3%T
job_company_website226,555,73422655573431.9%
job_history512,841,93651284193672.1%T
job_history.company_id330,487,89633048789646.5%T
job_history.company_name445,513,41744551341762.7%T
job_history.first_seen512,841,93651284193672.1%T
job_history.last_seen512,841,93651284193672.1%T
job_history.num_sources512,841,93651284193672.1%T
job_history.title509,131,37750913137771.6%T
job_last_updated473,128,89547312889566.5%
job_onet_broad_occupation91,794,1419179414112.9%T
job_onet_code91,794,1419179414112.9%T
job_onet_major_group91,794,1419179414112.9%T
job_onet_minor_group91,794,1419179414112.9%T
job_onet_specific_occupation91,794,1419179414112.9%T
job_onet_title43,591,688435916886.1%T
job_start_date188,583,03118858303126.5%
job_summary47,501,711475017116.7%T
job_title470,061,01847006101866.1%
job_title_levels114,981,58611498158616.2%
job_title_role149,854,17714985417721.1%
job_title_sub_role87,256,6678725666712.3%
languages67,289,818672898189.5%T
languages.name67,289,818672898189.5%T
languages.proficiency16,620,468166204682.3%T
last_initial710,998,512710998512100.0%
last_name702,571,17370257117398.8%
linkedin_connections496,579,10349657910369.8%T
linkedin_id467,965,05846796505865.8%
linkedin_url710,998,512710998512100.0%
linkedin_username710,998,512710998512100.0%
location_address_line_23,726,23637262360.5%
location_continent650,246,66565024666591.5%
location_country650,238,71465023871491.5%
location_geo372,479,30637247930652.4%
location_last_updated616,658,02561665802586.7%
location_locality388,958,82038895882054.7%
location_metro137,436,99713743699719.3%
location_name650,246,66565024666591.5%
location_names393,695,32839369532855.4%
location_postal_code21,817,169218171693.1%
location_region428,994,12042899412060.3%
location_street_address21,759,249217592493.1%
middle_initial121,708,88912170888917.1%
middle_name111,449,16611144916615.7%
mobile_phone14,752,882147528822.1%
name_aliases19,406,269194062692.7%T
num_records710,998,512710998512100.0%T
num_sources710,998,512710998512100.0%T
personal_emails87,744,2398774423912.3%
phone_numbers28,484,814284848144.0%
phones28,484,814284848144.0%T
phones.first_seen28,484,814284848144.0%T
phones.last_seen28,484,814284848144.0%T
phones.num_sources28,484,814284848144.0%T
phones.number28,484,814284848144.0%T
possible_birth_dates5,213,84052138400.7%T
possible_emails69,914,039699140399.8%T
possible_emails.address69,914,039699140399.8%T
possible_emails.first_seen69,914,039699140399.8%T
possible_emails.last_seen69,914,039699140399.8%T
possible_emails.num_sources69,914,039699140399.8%T
possible_emails.type58,825,213588252138.3%T
possible_location_names201,691,25920169125928.4%T
possible_phones15,843,947158439472.2%T
possible_phones.first_seen15,843,947158439472.2%T
possible_phones.last_seen15,843,947158439472.2%T
possible_phones.num_sources15,843,947158439472.2%T
possible_phones.number15,843,947158439472.2%T
possible_profiles17,333,696173336962.4%T
possible_profiles.first_seen17,333,696173336962.4%T
possible_profiles.id12,259,460122594601.7%T
possible_profiles.last_seen17,333,696173336962.4%T
possible_profiles.network17,333,696173336962.4%T
possible_profiles.num_sources17,333,696173336962.4%T
possible_profiles.url17,324,057173240572.4%T
possible_profiles.username16,474,179164741792.3%T
possible_street_addresses5,890,31058903100.8%T
possible_street_addresses.address_line_23,411,56334115630.5%T
possible_street_addresses.continent5,890,31058903100.8%T
possible_street_addresses.country5,890,31058903100.8%T
possible_street_addresses.first_seen5,890,31058903100.8%T
possible_street_addresses.geo5,876,34858763480.8%T
possible_street_addresses.last_seen5,890,31058903100.8%T
possible_street_addresses.locality5,890,31058903100.8%T
possible_street_addresses.metro5,566,68855666880.8%T
possible_street_addresses.name5,890,31058903100.8%T
possible_street_addresses.num_sources5,890,31058903100.8%T
possible_street_addresses.postal_code5,859,63258596320.8%T
possible_street_addresses.region5,890,31058903100.8%T
possible_street_addresses.street_address5,890,31058903100.8%T
profiles710,998,512710998512100.0%
profiles.first_seen710,998,512710998512100.0%T
profiles.id471,269,25947126925966.3%
profiles.last_seen710,998,512710998512100.0%T
profiles.network710,998,512710998512100.0%
profiles.num_sources710,998,512710998512100.0%T
profiles.url710,998,512710998512100.0%
profiles.username710,998,512710998512100.0%
regions432,833,65043283365060.9%
release_version000.0%
skills145,228,63514522863520.4%
street_addresses28,333,121283331214.0%
street_addresses.address_line_214,257,640142576402.0%
street_addresses.continent28,333,121283331214.0%
street_addresses.country28,333,121283331214.0%
street_addresses.first_seen28,333,121283331214.0%T
street_addresses.geo28,171,796281717964.0%
street_addresses.last_seen28,333,121283331214.0%T
street_addresses.locality28,333,121283331214.0%
street_addresses.metro26,393,603263936033.7%
street_addresses.name28,333,121283331214.0%
street_addresses.num_sources28,333,121283331214.0%T
street_addresses.postal_code28,235,687282356874.0%
street_addresses.region28,333,121283331214.0%
street_addresses.street_address28,333,121283331214.0%
summary232,596,93423259693432.7%T
twitter_url9,687,71896877181.4%
twitter_username9,687,71896877181.4%
update_log710,998,512710998512100.0%
update_log.record_update710,998,512710998512100.0%
work_email46,917,266469172666.6%

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