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
Total738,600,555738600555100.0%
birth_date7,454,21474542141.0%
birth_year15,056,712150567122.0%
certifications26,483,365264833653.6%T
certifications.end_date5,717,88657178860.8%T
certifications.name26,483,365264833653.6%T
certifications.organization21,991,575219915753.0%T
certifications.start_date17,832,127178321272.4%T
countries672,068,84767206884791.0%
education225,907,78022590778030.6%
education.degrees120,314,12112031412116.3%
education.end_date193,619,91819361991826.2%
education.gpa3,819,72838197280.5%
education.majors132,110,81813211081817.9%
education.minors1,275,21312752130.2%
education.raw188,876,02218887602225.6%T
education.school219,125,90821912590829.7%
education.school.domain182,557,55518255755524.7%
education.school.facebook_url138,170,41013817041018.7%
education.school.id186,286,84218628684225.2%
education.school.linkedin_id184,219,03118421903124.9%
education.school.linkedin_url184,219,03118421903124.9%
education.school.location185,071,34118507134125.1%
education.school.location.continent185,071,34118507134125.1%
education.school.location.country185,071,34118507134125.1%
education.school.location.locality141,386,43114138643119.1%
education.school.location.name185,071,34118507134125.1%
education.school.location.region149,512,92014951292020.2%
education.school.name219,111,97921911197929.7%
education.school.raw214,570,68921457068929.1%T
education.school.twitter_url132,066,48713206648717.9%
education.school.type209,415,46720941546728.4%
education.school.website182,557,55518255755524.7%
education.start_date193,533,92419353392426.2%
education.summary29,818,809298188094.0%T
emails186,897,83518689783525.3%
emails.address186,897,83518689783525.3%
emails.first_seen186,897,83518689783525.3%T
emails.last_seen186,897,83518689783525.3%T
emails.num_sources186,897,83518689783525.3%T
emails.type169,428,26216942826222.9%
experience545,193,53454519353473.8%
experience.company468,163,46146816346163.4%
experience.company.facebook_url198,581,23319858123326.9%
experience.company.founded274,540,44927454044937.2%
experience.company.fuzzy_match468,163,46146816346163.4%T
experience.company.id344,818,68534481868546.7%
experience.company.industry334,370,85233437085245.3%
experience.company.linkedin_id344,492,98434449298446.6%
experience.company.linkedin_url344,818,68534481868546.7%
experience.company.location326,492,52632649252644.2%
experience.company.location.address_line_231,133,747311337474.2%
experience.company.location.continent326,492,52632649252644.2%
experience.company.location.country326,486,09632648609644.2%
experience.company.location.geo266,924,64026692464036.1%
experience.company.location.locality267,284,65926728465936.2%
experience.company.location.metro136,179,71713617971718.4%
experience.company.location.name326,492,52632649252644.2%
experience.company.location.postal_code146,707,16414670716419.9%
experience.company.location.region293,792,03529379203539.8%
experience.company.location.street_address157,669,23215766923221.3%
experience.company.name468,163,46146816346163.4%
experience.company.raw468,020,02646802002663.4%T
experience.company.size344,818,68534481868546.7%
experience.company.ticker89,382,8828938288212.1%T
experience.company.twitter_url206,892,39420689239428.0%
experience.company.type344,818,68534481868546.7%T
experience.company.website316,935,24631693524642.9%
experience.end_date181,706,39218170639224.6%
experience.first_seen545,193,53454519353473.8%T
experience.is_primary545,193,53454519353473.8%
experience.last_seen545,193,53454519353473.8%T
experience.location_names147,481,35414748135420.0%
experience.num_sources545,193,53454519353473.8%T
experience.start_date259,630,03525963003535.2%
experience.summary115,920,91811592091815.7%T
experience.title540,466,28254046628273.2%
experience.title.levels176,779,61217677961223.9%
experience.title.name540,466,28254046628273.2%
experience.title.raw540,466,28254046628273.2%T
experience.title.role228,769,33522876933531.0%
experience.title.sub_role155,185,22715518522721.0%
facebook_friends6,480,38464803840.9%T
facebook_id30,646,717306467174.1%
facebook_url29,674,453296744534.0%
facebook_username29,674,453296744534.0%
first_name738,600,555738600555100.0%
first_seen738,600,555738600555100.0%T
full_name738,600,555738600555100.0%
gender513,840,32751384032769.6%
github_url1,005,08310050830.1%
github_username1,005,08310050830.1%
id738,600,555738600555100.0%
industry402,569,83240256983254.5%
inferred_salary259,462,88225946288235.1%T
inferred_years_experience267,386,34826738634836.2%T
interests34,812,956348129564.7%
job_company_facebook_url122,258,49912225849916.6%
job_company_founded198,404,68719840468726.9%
job_company_id273,150,24227315024237.0%
job_company_industry262,026,83326202683335.5%
job_company_linkedin_id272,793,75927279375936.9%
job_company_linkedin_url273,150,24227315024237.0%
job_company_location_address_line_213,332,744133327441.8%
job_company_location_continent253,237,00925323700934.3%
job_company_location_country253,228,75825322875834.3%
job_company_location_geo189,611,34318961134325.7%
job_company_location_locality190,865,61719086561725.8%
job_company_location_metro89,135,7768913577612.1%
job_company_location_name253,237,00925323700934.3%
job_company_location_postal_code97,258,2039725820313.2%
job_company_location_region218,639,21621863921629.6%
job_company_location_street_address101,025,51110102551113.7%
job_company_name416,551,56141655156156.4%
job_company_size273,150,24227315024237.0%
job_company_ticker47,936,056479360566.5%T
job_company_twitter_url130,798,88813079888817.7%
job_company_type273,150,24227315024237.0%T
job_company_website241,767,32324176732332.7%
job_history545,703,54854570354873.9%T
job_history.company_id348,051,27334805127347.1%T
job_history.company_name468,962,84546896284563.5%T
job_history.first_seen545,703,54854570354873.9%T
job_history.last_seen545,703,54854570354873.9%T
job_history.num_sources545,703,54854570354873.9%T
job_history.title541,010,85154101085173.2%T
job_last_updated505,298,01350529801368.4%
job_onet_broad_occupation223,026,39622302639630.2%T
job_onet_code223,026,39622302639630.2%T
job_onet_major_group223,026,39622302639630.2%T
job_onet_minor_group223,026,39622302639630.2%T
job_onet_specific_occupation223,026,39622302639630.2%T
job_onet_specific_occupation_detail88,063,1948806319411.9%T
job_start_date183,047,85918304785924.8%
job_summary44,674,045446740456.0%T
job_title499,797,32749979732767.7%
job_title_levels120,971,18412097118416.4%
job_title_role160,264,93316026493321.7%
job_title_sub_role93,180,5549318055412.6%
languages70,048,352700483529.5%T
languages.name70,048,352700483529.5%T
languages.proficiency16,818,351168183512.3%T
last_initial738,600,555738600555100.0%
last_name728,826,65372882665398.7%
linkedin_connections499,245,52749924552767.6%T
linkedin_id471,068,67547106867563.8%
linkedin_url738,600,555738600555100.0%
linkedin_username738,600,555738600555100.0%
location_address_line_24,400,04844000480.6%
location_continent672,072,19467207219491.0%
location_country672,056,29867205629891.0%
location_geo392,697,65139269765153.2%
location_last_updated639,165,55463916555486.5%
location_locality407,331,01640733101655.1%
location_metro141,638,45114163845119.2%
location_name672,072,19467207219491.0%
location_names412,035,80941203580955.8%
location_postal_code25,770,921257709213.5%
location_region451,228,84545122884561.1%
location_street_address25,731,928257319283.5%
middle_initial131,543,78313154378317.8%
middle_name118,583,98211858398216.1%
mobile_phone17,412,350174123502.4%
name_aliases32,206,836322068364.4%T
num_records738,600,555738600555100.0%T
num_sources738,600,555738600555100.0%T
personal_emails93,322,0209332202012.6%
phone_numbers53,470,968534709687.2%
phones53,470,968534709687.2%T
phones.first_seen53,470,968534709687.2%T
phones.last_seen53,470,968534709687.2%T
phones.num_sources53,470,968534709687.2%T
phones.number53,470,968534709687.2%T
possible_birth_dates7,776,08477760841.1%T
possible_emails64,115,859641158598.7%T
possible_emails.address64,115,859641158598.7%T
possible_emails.first_seen64,115,859641158598.7%T
possible_emails.last_seen64,115,859641158598.7%T
possible_emails.num_sources64,115,859641158598.7%T
possible_emails.type52,965,808529658087.2%T
possible_location_names218,596,86421859686429.6%T
possible_phones16,701,142167011422.3%T
possible_phones.first_seen16,701,142167011422.3%T
possible_phones.last_seen16,701,142167011422.3%T
possible_phones.num_sources16,701,142167011422.3%T
possible_phones.number16,701,142167011422.3%T
possible_profiles18,003,212180032122.4%T
possible_profiles.first_seen18,003,212180032122.4%T
possible_profiles.id12,229,503122295031.7%T
possible_profiles.last_seen18,003,212180032122.4%T
possible_profiles.network18,003,212180032122.4%T
possible_profiles.num_sources18,003,212180032122.4%T
possible_profiles.url17,990,516179905162.4%T
possible_profiles.username17,008,395170083952.3%T
possible_street_addresses6,238,96062389600.8%T
possible_street_addresses.address_line_23,357,31433573140.5%T
possible_street_addresses.continent6,238,96062389600.8%T
possible_street_addresses.country6,238,96062389600.8%T
possible_street_addresses.first_seen6,238,96062389600.8%T
possible_street_addresses.geo6,217,89862178980.8%T
possible_street_addresses.last_seen6,238,96062389600.8%T
possible_street_addresses.locality6,238,96062389600.8%T
possible_street_addresses.metro5,861,16158611610.8%T
possible_street_addresses.name6,238,96062389600.8%T
possible_street_addresses.num_sources6,238,96062389600.8%T
possible_street_addresses.postal_code6,187,44761874470.8%T
possible_street_addresses.region6,238,96062389600.8%T
possible_street_addresses.street_address6,238,96062389600.8%T
profiles738,600,555738600555100.0%
profiles.first_seen738,600,555738600555100.0%T
profiles.id474,854,91947485491964.3%
profiles.last_seen738,600,555738600555100.0%T
profiles.network738,600,555738600555100.0%
profiles.num_sources738,600,555738600555100.0%T
profiles.url738,600,555738600555100.0%
profiles.username738,600,555738600555100.0%
recommended_personal_email93,322,0209332202012.6%T
regions455,012,95145501295161.6%
release_version000.0%
skills145,097,13614509713619.6%
street_addresses33,600,350336003504.5%
street_addresses.address_line_215,908,394159083942.2%
street_addresses.continent33,600,350336003504.5%
street_addresses.country33,600,350336003504.5%
street_addresses.first_seen33,600,350336003504.5%T
street_addresses.geo33,429,890334298904.5%
street_addresses.last_seen33,600,350336003504.5%T
street_addresses.locality33,600,350336003504.5%
street_addresses.metro31,286,103312861034.2%
street_addresses.name33,600,350336003504.5%
street_addresses.num_sources33,600,350336003504.5%T
street_addresses.postal_code33,477,969334779694.5%
street_addresses.region33,600,350336003504.5%
street_addresses.street_address33,600,350336003504.5%
summary233,623,61323362361331.6%T
twitter_url9,771,72997717291.3%
twitter_username9,771,72997717291.3%
work_email73,316,141733161419.9%