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
Total723,056,672723056672100.0%
birth_date5,193,47951934790.7%
birth_year10,782,094107820941.5%
certifications26,251,789262517893.6%T
certifications.end_date5,635,84856358480.8%T
certifications.name26,251,789262517893.6%T
certifications.organization21,722,802217228023.0%T
certifications.start_date17,580,240175802402.4%T
countries666,415,00066641500092.2%
education223,527,37922352737930.9%
education.degrees118,982,10911898210916.5%
education.end_date191,747,19719174719726.5%
education.gpa3,823,98438239840.5%
education.majors130,643,63013064363018.1%
education.minors1,259,86612598660.2%
education.raw186,885,28518688528525.8%T
education.school216,814,19921681419930.0%
education.school.domain180,923,75818092375825.0%
education.school.facebook_url137,048,25313704825319.0%
education.school.id184,601,79318460179325.5%
education.school.linkedin_id182,566,68918256668925.2%
education.school.linkedin_url182,566,68918256668925.2%
education.school.location183,413,27318341327325.4%
education.school.location.continent183,413,27318341327325.4%
education.school.location.country183,413,27318341327325.4%
education.school.location.locality140,163,06914016306919.4%
education.school.location.name183,413,27318341327325.4%
education.school.location.region148,179,80514817980520.5%
education.school.name216,800,24121680024130.0%
education.school.raw212,186,63021218663029.3%T
education.school.twitter_url131,013,92113101392118.1%
education.school.type207,166,08920716608928.7%
education.school.website180,923,75818092375825.0%
education.start_date191,770,06519177006526.5%
education.summary29,651,497296514974.1%T
emails160,854,55216085455222.2%
emails.address160,854,55216085455222.2%
emails.first_seen160,854,55216085455222.2%T
emails.last_seen160,854,55216085455222.2%T
emails.num_sources160,854,55216085455222.2%T
emails.type142,497,80614249780619.7%
experience530,544,23253054423273.4%
experience.company457,210,82545721082563.2%
experience.company.facebook_url159,448,33515944833522.1%
experience.company.founded265,703,92226570392236.7%
experience.company.fuzzy_match457,210,82545721082563.2%T
experience.company.id334,563,43233456343246.3%
experience.company.industry324,463,03232446303244.9%
experience.company.linkedin_id324,480,04132448004144.9%
experience.company.linkedin_url334,563,43233456343246.3%
experience.company.location315,571,52131557152143.6%
experience.company.location.address_line_230,402,565304025654.2%
experience.company.location.continent315,571,52131557152143.6%
experience.company.location.country315,571,50431557150443.6%
experience.company.location.geo257,303,73125730373135.6%
experience.company.location.locality260,398,52926039852936.0%
experience.company.location.metro132,884,98513288498518.4%
experience.company.location.name315,571,52131557152143.6%
experience.company.location.postal_code141,611,30614161130619.6%
experience.company.location.region282,607,37828260737839.1%
experience.company.location.street_address154,587,81715458781721.4%
experience.company.name457,210,82545721082563.2%
experience.company.raw457,054,37545705437563.2%T
experience.company.size334,563,43233456343246.3%
experience.company.ticker86,642,9128664291212.0%T
experience.company.twitter_url176,709,49817670949824.4%
experience.company.type334,563,43233456343246.3%T
experience.company.website306,129,27230612927242.3%
experience.end_date179,500,71217950071224.8%
experience.first_seen530,544,23253054423273.4%T
experience.is_primary530,544,23253054423273.4%
experience.last_seen530,544,23253054423273.4%T
experience.location_names132,460,23613246023618.3%
experience.num_sources530,544,23253054423273.4%T
experience.start_date257,696,51025769651035.6%
experience.summary114,953,13111495313115.9%T
experience.title526,343,85852634385872.8%
experience.title.levels176,012,00317601200324.3%
experience.title.name526,343,85852634385872.8%
experience.title.raw526,343,85852634385872.8%T
experience.title.role221,820,59722182059730.7%
experience.title.sub_role150,668,07115066807120.8%
facebook_friends6,342,81263428120.9%T
facebook_id29,415,969294159694.1%
facebook_url28,306,062283060623.9%
facebook_username28,306,062283060623.9%
first_name723,056,672723056672100.0%
first_seen723,056,672723056672100.0%T
full_name723,056,672723056672100.0%
gender504,080,45650408045669.7%
github_url976,2289762280.1%
github_username976,2289762280.1%
id723,056,672723056672100.0%
industry403,173,20040317320055.8%
inferred_salary252,332,99525233299534.9%T
inferred_years_experience265,271,00326527100336.7%T
interests34,287,086342870864.7%
job_company_facebook_url89,477,8718947787112.4%
job_company_founded191,462,03619146203626.5%
job_company_id264,156,64726415664736.5%
job_company_industry253,514,54625351454635.1%
job_company_linkedin_id252,133,55525213355534.9%
job_company_linkedin_url264,156,64726415664736.5%
job_company_location_address_line_213,021,544130215441.8%
job_company_location_continent243,525,79624352579633.7%
job_company_location_country243,525,77324352577333.7%
job_company_location_geo181,804,54818180454825.1%
job_company_location_locality185,495,23618549523625.7%
job_company_location_metro87,507,7748750777412.1%
job_company_location_name243,525,79624352579633.7%
job_company_location_postal_code94,136,8329413683213.0%
job_company_location_region208,899,06420889906428.9%
job_company_location_street_address99,722,6919972269113.8%
job_company_name407,027,32640702732656.3%
job_company_size264,156,64726415664736.5%
job_company_ticker46,596,103465961036.4%T
job_company_twitter_url104,230,86110423086114.4%
job_company_type264,156,64726415664736.5%T
job_company_website232,172,37923217237932.1%
job_history531,176,69553117669573.5%T
job_history.company_id337,784,34733778434746.7%T
job_history.company_name458,101,16245810116263.4%T
job_history.first_seen531,176,69553117669573.5%T
job_history.last_seen531,176,69553117669573.5%T
job_history.num_sources531,176,69553117669573.5%T
job_history.title527,005,05652700505672.9%T
job_last_updated491,683,05549168305568.0%
job_onet_broad_occupation215,446,53521544653529.8%T
job_onet_code215,446,53521544653529.8%T
job_onet_major_group215,446,53521544653529.8%T
job_onet_minor_group215,446,53521544653529.8%T
job_onet_specific_occupation215,446,53521544653529.8%T
job_onet_specific_occupation_detail84,891,8368489183611.7%T
job_start_date185,250,90118525090125.6%
job_summary45,879,836458798366.3%T
job_title487,190,30848719030867.4%
job_title_levels121,113,57212111357216.8%
job_title_role155,464,60815546460821.5%
job_title_sub_role90,529,4059052940512.5%
languages67,819,841678198419.4%T
languages.name67,819,841678198419.4%T
languages.proficiency16,697,416166974162.3%T
last_initial723,056,672723056672100.0%
last_name713,918,15071391815098.7%
linkedin_connections498,430,83249843083268.9%T
linkedin_id470,220,59147022059165.0%
linkedin_url723,056,672723056672100.0%
linkedin_username723,056,672723056672100.0%
location_address_line_23,914,65339146530.5%
location_continent666,412,32666641232692.2%
location_country666,402,67666640267692.2%
location_geo386,580,74438658074453.5%
location_last_updated633,727,50363372750387.6%
location_locality401,453,99040145399055.5%
location_metro141,300,08214130008219.5%
location_name666,412,32666641232692.2%
location_names406,179,11740617911756.2%
location_postal_code22,205,409222054093.1%
location_region444,566,69144456669161.5%
location_street_address22,159,704221597043.1%
middle_initial125,220,46812522046817.3%
middle_name114,678,86711467886715.9%
mobile_phone14,846,809148468092.1%
name_aliases29,358,048293580484.1%T
num_records723,056,672723056672100.0%T
num_sources723,056,672723056672100.0%T
personal_emails88,013,9568801395612.2%
phone_numbers28,733,491287334914.0%
phones28,733,491287334914.0%T
phones.first_seen28,733,491287334914.0%T
phones.last_seen28,733,491287334914.0%T
phones.num_sources28,733,491287334914.0%T
phones.number28,733,491287334914.0%T
possible_birth_dates5,461,49954614990.8%T
possible_emails69,870,117698701179.7%T
possible_emails.address69,870,117698701179.7%T
possible_emails.first_seen69,870,117698701179.7%T
possible_emails.last_seen69,870,117698701179.7%T
possible_emails.num_sources69,870,117698701179.7%T
possible_emails.type58,857,304588573048.1%T
possible_location_names203,368,68320336868328.1%T
possible_phones15,908,245159082452.2%T
possible_phones.first_seen15,908,245159082452.2%T
possible_phones.last_seen15,908,245159082452.2%T
possible_phones.num_sources15,908,245159082452.2%T
possible_phones.number15,908,245159082452.2%T
possible_profiles17,347,164173471642.4%T
possible_profiles.first_seen17,347,164173471642.4%T
possible_profiles.id12,268,812122688121.7%T
possible_profiles.last_seen17,347,164173471642.4%T
possible_profiles.network17,347,164173471642.4%T
possible_profiles.num_sources17,347,164173471642.4%T
possible_profiles.url17,336,851173368512.4%T
possible_profiles.username16,486,061164860612.3%T
possible_street_addresses5,885,56858855680.8%T
possible_street_addresses.address_line_23,409,09734090970.5%T
possible_street_addresses.continent5,885,56858855680.8%T
possible_street_addresses.country5,885,56858855680.8%T
possible_street_addresses.first_seen5,885,56858855680.8%T
possible_street_addresses.geo5,871,50158715010.8%T
possible_street_addresses.last_seen5,885,56858855680.8%T
possible_street_addresses.locality5,885,56858855680.8%T
possible_street_addresses.metro5,562,26655622660.8%T
possible_street_addresses.name5,885,56858855680.8%T
possible_street_addresses.num_sources5,885,56858855680.8%T
possible_street_addresses.postal_code5,854,42458544240.8%T
possible_street_addresses.region5,885,56858855680.8%T
possible_street_addresses.street_address5,885,56858855680.8%T
profiles723,056,672723056672100.0%
profiles.first_seen723,056,672723056672100.0%T
profiles.id473,492,88747349288765.5%
profiles.last_seen723,056,672723056672100.0%T
profiles.network723,056,672723056672100.0%
profiles.num_sources723,056,672723056672100.0%T
profiles.url723,056,672723056672100.0%
profiles.username723,056,672723056672100.0%
regions448,373,86444837386462.0%
release_version000.0%
skills145,265,44214526544220.1%
street_addresses28,980,832289808324.0%
street_addresses.address_line_214,600,883146008832.0%
street_addresses.continent28,980,832289808324.0%
street_addresses.country28,980,832289808324.0%
street_addresses.first_seen28,980,832289808324.0%T
street_addresses.geo28,818,534288185344.0%
street_addresses.last_seen28,980,832289808324.0%T
street_addresses.locality28,980,832289808324.0%
street_addresses.metro27,000,904270009043.7%
street_addresses.name28,980,832289808324.0%
street_addresses.num_sources28,980,832289808324.0%T
street_addresses.postal_code28,874,113288741134.0%
street_addresses.region28,980,832289808324.0%
street_addresses.street_address28,980,832289808324.0%
summary233,519,29223351929232.3%T
twitter_url9,698,20996982091.3%
twitter_username9,698,20996982091.3%
work_email46,688,853466888536.5%