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
Total684,434,661684434661100.0%
birth_date4,424,44444244440.6%
birth_year8,478,12784781271.2%
certifications25,960,981259609813.8%T
certifications.end_date5,543,88555438850.8%T
certifications.name25,960,981259609813.8%T
certifications.organization21,413,139214131393.1%T
certifications.start_date17,274,274172742742.5%T
countries625,522,53262552253291.4%
education219,405,05821940505832.1%
education.degrees115,894,13511589413516.9%
education.end_date187,839,29618783929627.4%
education.gpa3,809,01938090190.6%
education.majors127,348,15412734815418.6%
education.minors1,219,28412192840.2%
education.raw182,584,95318258495326.7%T
education.school212,770,61621277061631.1%
education.school.domain177,278,22517727822525.9%
education.school.facebook_url134,387,23813438723819.6%
education.school.id180,882,30518088230526.4%
education.school.linkedin_id178,890,87717889087726.1%
education.school.linkedin_url178,890,87717889087726.1%
education.school.location179,736,79617973679626.3%
education.school.location.continent179,736,79617973679626.3%
education.school.location.country179,736,79617973679626.3%
education.school.location.locality137,319,59513731959520.1%
education.school.location.name179,736,79617973679626.3%
education.school.location.region145,156,53814515653821.2%
education.school.name212,756,71721275671731.1%
education.school.raw208,128,60420812860430.4%T
education.school.twitter_url128,502,81512850281518.8%
education.school.type203,203,76320320376329.7%
education.school.website177,278,22517727822525.9%
education.start_date187,869,52218786952227.4%
education.summary29,673,467296734674.3%T
emails159,543,48715954348723.3%
emails.address159,543,48715954348723.3%
emails.first_seen159,543,48715954348723.3%T
emails.last_seen159,543,48715954348723.3%T
emails.num_sources159,543,48715954348723.3%T
emails.type141,213,09414121309420.6%
experience488,238,00248823800271.3%
experience.company427,740,06642774006662.5%
experience.company.facebook_url77,518,2297751822911.3%
experience.company.founded247,033,49724703349736.1%
experience.company.fuzzy_match427,740,06642774006662.5%T
experience.company.id316,226,33831622633846.2%
experience.company.industry305,762,98530576298544.7%
experience.company.linkedin_id304,767,59330476759344.5%
experience.company.linkedin_url316,226,33831622633846.2%
experience.company.location296,339,48829633948843.3%
experience.company.location.address_line_230,763,495307634954.5%
experience.company.location.continent296,339,48829633948843.3%
experience.company.location.country296,339,48829633948843.3%
experience.company.location.geo237,862,55223786255234.8%
experience.company.location.locality251,229,79425122979436.7%
experience.company.location.metro122,857,49812285749818.0%
experience.company.location.name296,339,48829633948843.3%
experience.company.location.postal_code128,529,68412852968418.8%
experience.company.location.region259,605,87825960587837.9%
experience.company.location.street_address146,400,20714640020721.4%
experience.company.name427,740,06642774006662.5%
experience.company.raw427,586,95942758695962.5%T
experience.company.size316,226,33831622633846.2%
experience.company.ticker38,088,518380885185.6%T
experience.company.twitter_url122,547,25612254725617.9%
experience.company.type316,226,33831622633846.2%T
experience.company.website276,806,00127680600140.4%
experience.end_date174,377,54117437754125.5%
experience.first_seen488,238,00248823800271.3%T
experience.is_primary488,238,00248823800271.3%
experience.last_seen488,238,00248823800271.3%T
experience.location_names128,447,12212844712218.8%
experience.num_sources488,238,00248823800271.3%T
experience.start_date252,820,32325282032336.9%
experience.summary112,619,32311261932316.5%T
experience.title485,151,47148515147170.9%
experience.title.levels161,136,40716113640723.5%
experience.title.name485,151,47148515147170.9%
experience.title.raw485,151,47148515147170.9%T
experience.title.role205,619,88520561988530.0%
experience.title.sub_role139,998,91413999891420.5%
facebook_friends6,313,96863139680.9%T
facebook_id29,204,081292040814.3%
facebook_url28,130,453281304534.1%
facebook_username28,130,453281304534.1%
first_name684,434,661684434661100.0%
first_seen684,434,661684434661100.0%T
full_name684,434,661684434661100.0%
gender476,495,39147649539169.6%
github_url974,9449749440.1%
github_username974,9449749440.1%
id684,434,661684434661100.0%
industry400,105,90740010590758.5%
inferred_salary231,527,88923152788933.8%T
inferred_years_experience260,321,16526032116538.0%T
interests34,198,141341981415.0%
job_company_facebook_url34,600,860346008605.1%
job_company_founded175,728,07517572807525.7%
job_company_id249,027,54024902754036.4%
job_company_industry238,130,62723813062734.8%
job_company_linkedin_id233,678,85023367885034.1%
job_company_linkedin_url249,027,54024902754036.4%
job_company_location_address_line_213,245,159132451591.9%
job_company_location_continent227,082,77322708277333.2%
job_company_location_country227,082,77322708277333.2%
job_company_location_geo166,055,66116605566124.3%
job_company_location_locality179,759,83217975983226.3%
job_company_location_metro79,062,4507906245011.6%
job_company_location_name227,082,77322708277333.2%
job_company_location_postal_code82,916,2628291626212.1%
job_company_location_region188,614,85818861485827.6%
job_company_location_street_address93,409,3239340932313.6%
job_company_name378,374,71037837471055.3%
job_company_size249,027,54024902754036.4%
job_company_ticker18,109,504181095042.6%T
job_company_twitter_url61,492,297614922979.0%
job_company_type249,027,54024902754036.4%T
job_company_website202,077,27020207727029.5%
job_history488,892,39048889239071.4%T
job_history.company_id319,293,37431929337446.7%T
job_history.company_name428,624,56742862456762.6%T
job_history.first_seen488,892,39048889239071.4%T
job_history.last_seen488,892,39048889239071.4%T
job_history.num_sources488,892,39048889239071.4%T
job_history.title485,825,08848582508871.0%T
job_last_updated448,501,32544850132565.5%
job_start_date193,037,24419303724428.2%
job_summary49,630,919496309197.3%T
job_title447,333,19444733319465.4%
job_title_levels110,961,41511096141516.2%
job_title_role142,626,13314262613320.8%
job_title_sub_role83,118,1518311815112.1%
languages66,369,831663698319.7%T
languages.name66,369,831663698319.7%T
languages.proficiency16,503,473165034732.4%T
last_initial684,434,661684434661100.0%
last_name677,601,02367760102399.0%
linkedin_connections494,470,60749447060772.2%T
linkedin_id465,785,51546578551568.1%
linkedin_url684,434,661684434661100.0%
linkedin_username684,434,661684434661100.0%
location_address_line_23,345,72133457210.5%
location_continent625,516,80362551680391.4%
location_country625,509,80862550980891.4%
location_geo350,907,77535090777551.3%
location_last_updated591,111,19659111119686.4%
location_locality370,672,91037067291054.2%
location_metro130,792,48613079248619.1%
location_name625,516,80362551680391.4%
location_names375,194,59637519459654.8%
location_postal_code20,307,781203077813.0%
location_region406,293,23940629323959.4%
location_street_address20,235,188202351883.0%
middle_initial116,914,34511691434517.1%
middle_name107,453,13310745313315.7%
mobile_phone14,419,097144190972.1%
name_aliases18,197,589181975892.7%T
num_records684,434,661684434661100.0%T
num_sources684,434,661684434661100.0%T
personal_emails87,102,9728710297212.7%
phone_numbers27,455,629274556294.0%
phones27,455,629274556294.0%T
phones.first_seen27,455,629274556294.0%T
phones.last_seen27,455,629274556294.0%T
phones.num_sources27,455,629274556294.0%T
phones.number27,455,629274556294.0%T
possible_emails69,006,4786900647810.1%T
possible_emails.address69,006,4786900647810.1%T
possible_emails.first_seen69,006,4786900647810.1%T
possible_emails.last_seen69,006,4786900647810.1%T
possible_emails.num_sources69,006,4786900647810.1%T
possible_emails.type57,860,710578607108.5%T
possible_profiles17,321,323173213232.5%T
possible_profiles.first_seen17,321,323173213232.5%T
possible_profiles.id12,267,552122675521.8%T
possible_profiles.last_seen17,321,323173213232.5%T
possible_profiles.network17,321,323173213232.5%T
possible_profiles.num_sources17,321,323173213232.5%T
possible_profiles.url17,315,161173151612.5%T
possible_profiles.username16,467,494164674942.4%T
profiles684,434,661684434661100.0%
profiles.first_seen684,434,661684434661100.0%T
profiles.id469,176,01546917601568.5%
profiles.last_seen684,434,661684434661100.0%T
profiles.network684,434,661684434661100.0%
profiles.num_sources684,434,661684434661100.0%T
profiles.url684,434,661684434661100.0%
profiles.username684,434,661684434661100.0%
regions409,971,03940997103959.9%
skills145,063,62314506362321.2%
street_addresses25,582,324255823243.7%
street_addresses.address_line_213,123,368131233681.9%
street_addresses.continent25,582,324255823243.7%
street_addresses.country25,582,324255823243.7%
street_addresses.first_seen25,582,324255823243.7%T
street_addresses.geo25,414,890254148903.7%
street_addresses.last_seen25,582,324255823243.7%T
street_addresses.locality25,582,324255823243.7%
street_addresses.metro23,860,904238609043.5%
street_addresses.name25,582,324255823243.7%
street_addresses.num_sources25,582,324255823243.7%T
street_addresses.postal_code25,477,798254777983.7%
street_addresses.region25,582,324255823243.7%
street_addresses.street_address25,582,324255823243.7%
summary231,422,63523142263533.8%T
twitter_url9,640,89196408911.4%
twitter_username9,640,89196408911.4%
version_status000.0%
version_status.contains000.0%
version_status.current_version000.0%
version_status.previous_version000.0%
version_status.status000.0%
work_email47,503,715475037156.9%

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