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
Total803,442,384803442384100.0%
birth_date8,022,15680221561.0%
birth_year15,904,306159043062.0%
certifications51,789,781517897816.4%T
certifications.end_date36,978,529369785294.6%T
certifications.name51,789,781517897816.4%T
certifications.organization49,888,953498889536.2%T
certifications.start_date41,332,071413320715.1%T
countries761,224,42176122442194.7%
education299,410,65729941065737.3%
education.degrees158,715,50815871550819.8%
education.end_date256,569,04725656904731.9%
education.gpa8,790,30187903011.1%
education.majors180,377,36918037736922.5%
education.minors1,594,93415949340.2%
education.raw254,699,38625469938631.7%T
education.school288,822,97028882297035.9%
education.school.domain237,056,49923705649929.5%
education.school.facebook_url172,264,76117226476121.4%
education.school.id241,852,62424185262430.1%
education.school.linkedin_id235,989,86623598986629.4%
education.school.linkedin_url235,989,86623598986629.4%
education.school.location238,788,53723878853729.7%
education.school.location.continent238,788,53723878853729.7%
education.school.location.country238,788,45823878845829.7%
education.school.location.locality164,189,62416418962420.4%
education.school.location.name238,788,53723878853729.7%
education.school.location.region190,440,40219044040223.7%
education.school.name288,810,76728881076735.9%
education.school.raw285,144,89628514489635.5%T
education.school.twitter_url163,898,65916389865920.4%
education.school.type275,454,02627545402634.3%
education.school.website237,056,49923705649929.5%
education.start_date259,851,05025985105032.3%
education.summary50,495,409504954096.3%T
emails205,672,17120567217125.6%
emails.address205,672,17120567217125.6%
emails.first_seen205,672,17120567217125.6%T
emails.last_seen205,672,17120567217125.6%T
emails.num_sources205,672,17120567217125.6%T
emails.type188,106,18018810618023.4%
experience581,617,21058161721072.4%
experience.company526,248,29752624829765.5%
experience.company.facebook_url250,810,38925081038931.2%
experience.company.founded316,995,24231699524239.5%
experience.company.id395,519,09439551909449.2%
experience.company.industry377,263,09537726309547.0%
experience.company.linkedin_id394,711,61339471161349.1%
experience.company.linkedin_url395,519,09439551909449.2%
experience.company.location378,226,76437822676447.1%
experience.company.location.address_line_237,497,673374976734.7%
experience.company.location.continent378,226,76437822676447.1%
experience.company.location.country378,218,44837821844847.1%
experience.company.location.geo312,018,41231201841238.8%
experience.company.location.locality310,208,19731020819738.6%
experience.company.location.metro149,449,55414944955418.6%
experience.company.location.name378,226,76437822676447.1%
experience.company.location.postal_code160,533,16216053316220.0%
experience.company.location.region339,473,14233947314242.3%
experience.company.location.street_address178,394,37817839437822.2%
experience.company.name526,248,29752624829765.5%
experience.company.raw526,049,65852604965865.5%T
experience.company.size395,519,09439551909449.2%
experience.company.ticker100,109,27010010927012.5%T
experience.company.twitter_url249,784,60324978460331.1%
experience.company.type395,519,09439551909449.2%T
experience.company.website364,495,42936449542945.4%
experience.end_date228,038,40422803840428.4%
experience.first_seen581,617,21058161721072.4%T
experience.is_primary581,617,21058161721072.4%
experience.last_seen581,617,21058161721072.4%T
experience.location_names179,766,27117976627122.4%
experience.num_sources581,617,21058161721072.4%T
experience.start_date321,807,49632180749640.1%
experience.summary135,597,21013559721016.9%T
experience.title578,780,42257878042272.0%
experience.title.levels187,006,69118700669123.3%
experience.title.name578,780,42257878042272.0%
experience.title.raw578,780,42257878042272.0%T
experience.title.role251,283,25325128325331.3%
experience.title.sub_role171,909,55117190955121.4%
facebook_friends6,524,91165249110.8%T
facebook_id30,964,675309646753.9%
facebook_url29,944,423299444233.7%
facebook_username29,944,423299444233.7%
first_name803,442,384803442384100.0%
first_seen803,442,384803442384100.0%T
full_name803,442,384803442384100.0%
gender558,325,01555832501569.5%
github_url1,016,16310161630.1%
github_username1,016,16310161630.1%
id803,442,384803442384100.0%
industry409,280,64540928064550.9%
inferred_salary273,947,85527394785534.1%T
inferred_years_experience336,415,38633641538641.9%T
interests34,974,470349744704.4%
job_company_12mo_employee_growth_rate311,004,55131100455138.7%
job_company_employee_count315,134,67731513467739.2%
job_company_facebook_url158,471,42715847142719.7%
job_company_founded228,709,69622870969628.5%
job_company_id315,134,67731513467739.2%
job_company_industry291,687,77929168777936.3%
job_company_inferred_revenue315,134,67731513467739.2%
job_company_linkedin_id314,114,92331411492339.1%
job_company_linkedin_url315,134,67731513467739.2%
job_company_location_address_line_215,798,985157989852.0%
job_company_location_continent296,416,11829641611836.9%
job_company_location_country296,404,73529640473536.9%
job_company_location_geo221,194,62322119462327.5%
job_company_location_locality220,910,92922091092927.5%
job_company_location_metro97,091,2339709123312.1%
job_company_location_name296,416,11829641611836.9%
job_company_location_postal_code105,521,92010552192013.1%
job_company_location_region251,669,22825166922831.3%
job_company_location_street_address113,672,99511367299514.1%
job_company_name465,508,20646550820657.9%
job_company_size315,134,67731513467739.2%
job_company_ticker51,817,563518175636.4%T
job_company_total_funding_raised54,478,873544788736.8%
job_company_twitter_url159,287,41115928741119.8%
job_company_type315,134,67731513467739.2%T
job_company_website279,847,72827984772834.8%
job_history581,782,12758178212772.4%T
job_history.company_id399,449,95339944995349.7%T
job_history.company_name526,846,51452684651465.6%T
job_history.first_seen581,782,12758178212772.4%T
job_history.last_seen581,782,12758178212772.4%T
job_history.num_sources581,782,12758178212772.4%T
job_history.title579,187,32057918732072.1%T
job_last_updated524,719,49452471949465.3%
job_onet_broad_occupation237,653,74923765374929.6%T
job_onet_code237,653,74923765374929.6%T
job_onet_major_group237,653,74923765374929.6%T
job_onet_minor_group237,653,74923765374929.6%T
job_onet_specific_occupation237,653,74923765374929.6%T
job_onet_specific_occupation_detail93,839,7409383974011.7%T
job_start_date264,946,27926494627933.0%
job_summary59,911,662599116627.5%T
job_title521,994,87052199487065.0%
job_title_levels125,652,80412565280415.6%
job_title_role169,711,07716971107721.1%
job_title_sub_role98,782,2239878222312.3%
languages80,750,4938075049310.1%T
languages.name80,750,4938075049310.1%T
languages.proficiency23,366,574233665742.9%T
last_initial803,442,384803442384100.0%
last_name789,933,83078993383098.3%
linkedin_connections515,026,97851502697864.1%T
linkedin_id504,313,39750431339762.8%
linkedin_url803,422,870803422870100.0%
linkedin_username803,422,870803422870100.0%
location_address_line_24,649,50546495050.6%
location_continent761,234,76576123476594.7%
location_country761,213,83476121383494.7%
location_geo461,710,66646171066657.5%
location_last_updated736,677,27673667727691.7%
location_locality464,616,31646461631657.8%
location_metro150,084,14515008414518.7%
location_name761,234,76576123476594.7%
location_names469,411,71846941171858.4%
location_postal_code26,905,844269058443.3%
location_region525,746,12752574612765.4%
location_street_address26,886,990268869903.3%
middle_initial140,009,43714000943717.4%
middle_name126,526,48112652648115.7%
mobile_phone17,752,307177523072.2%
name_aliases24,377,047243770473.0%T
num_records803,442,384803442384100.0%T
num_sources803,442,384803442384100.0%T
personal_emails94,279,3879427938711.7%
phone_numbers44,421,555444215555.5%
phones44,421,555444215555.5%T
phones.first_seen44,421,555444215555.5%T
phones.last_seen44,421,555444215555.5%T
phones.num_sources44,421,555444215555.5%T
phones.number44,421,555444215555.5%T
possible_birth_dates8,254,49982544991.0%T
possible_emails61,684,124616841247.7%T
possible_emails.address61,684,124616841247.7%T
possible_emails.first_seen61,684,124616841247.7%T
possible_emails.last_seen61,684,124616841247.7%T
possible_emails.num_sources61,684,124616841247.7%T
possible_emails.type51,017,904510179046.3%T
possible_location_names273,252,41127325241134.0%T
possible_phones24,581,117245811173.1%T
possible_phones.first_seen24,581,117245811173.1%T
possible_phones.last_seen24,581,117245811173.1%T
possible_phones.num_sources24,581,117245811173.1%T
possible_phones.number24,581,117245811173.1%T
possible_profiles18,434,749184347492.3%T
possible_profiles.first_seen18,434,749184347492.3%T
possible_profiles.id12,278,113122781131.5%T
possible_profiles.last_seen18,434,749184347492.3%T
possible_profiles.network18,434,749184347492.3%T
possible_profiles.num_sources18,434,749184347492.3%T
possible_profiles.url18,422,708184227082.3%T
possible_profiles.username17,447,573174475732.2%T
possible_street_addresses8,649,45886494581.1%T
possible_street_addresses.address_line_23,682,12336821230.5%T
possible_street_addresses.continent8,649,45886494581.1%T
possible_street_addresses.country8,649,45886494581.1%T
possible_street_addresses.first_seen8,649,45886494581.1%T
possible_street_addresses.geo8,625,38986253891.1%T
possible_street_addresses.last_seen8,649,45886494581.1%T
possible_street_addresses.locality8,649,45886494581.1%T
possible_street_addresses.metro7,999,83679998361.0%T
possible_street_addresses.name8,649,45886494581.1%T
possible_street_addresses.num_sources8,649,45886494581.1%T
possible_street_addresses.postal_code8,602,62886026281.1%T
possible_street_addresses.region8,649,45886494581.1%T
possible_street_addresses.street_address8,649,45886494581.1%T
profiles803,442,384803442384100.0%
profiles.first_seen803,442,384803442384100.0%T
profiles.id507,642,47550764247563.2%
profiles.last_seen803,442,384803442384100.0%T
profiles.network803,442,384803442384100.0%
profiles.num_sources803,442,384803442384100.0%T
profiles.url803,442,384803442384100.0%
profiles.username803,442,384803442384100.0%
recommended_personal_email94,274,7269427472611.7%
regions529,360,77252936077265.9%
skills145,838,12014583812018.2%
street_addresses35,382,245353822454.4%
street_addresses.address_line_216,477,095164770952.1%
street_addresses.continent35,382,245353822454.4%
street_addresses.country35,382,245353822454.4%
street_addresses.first_seen35,382,245353822454.4%T
street_addresses.geo35,232,141352321414.4%
street_addresses.last_seen35,382,245353822454.4%T
street_addresses.locality35,382,245353822454.4%
street_addresses.metro32,970,386329703864.1%
street_addresses.name35,382,245353822454.4%
street_addresses.num_sources35,382,245353822454.4%T
street_addresses.postal_code35,271,098352710984.4%
street_addresses.region35,382,245353822454.4%
street_addresses.street_address35,382,245353822454.4%
summary124,737,97212473797215.5%T
twitter_url10,364,804103648041.3%
twitter_username10,364,804103648041.3%
work_email90,457,8179045781711.3%

Stats shown are accurate as of data version 25.0