Developer Stats

All Records Have -- Github URL

Description

The Developer Slice Dataset is a subset of our full Person Dataset and is composed of all the records containing a Github 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
Recruiting, Investment Sourcing

FieldCountNumericFill PercentageRestricted Field
Total3,125,3563125356100.0%
birth_date40,912409121.3%
birth_year95,172951723.0%
certifications193,3911933916.2%T
certifications.end_date49,395493951.6%T
certifications.name193,3911933916.2%T
certifications.organization184,4751844755.9%T
certifications.start_date163,7851637855.2%T
countries1,770,971177097156.7%
education602,65960265919.3%
education.degrees447,56944756914.3%
education.end_date550,57255057217.6%
education.gpa26,865268650.9%
education.majors472,82747282715.1%
education.minors5,73157310.2%
education.raw560,52856052817.9%T
education.school593,28959328919.0%
education.school.domain548,39254839217.5%
education.school.facebook_url466,61146661114.9%
education.school.id552,28755228717.7%
education.school.linkedin_id549,68654968617.6%
education.school.linkedin_url549,68654968617.6%
education.school.location551,02855102817.6%
education.school.location.continent551,02855102817.6%
education.school.location.country551,02855102817.6%
education.school.location.locality450,10045010014.4%
education.school.location.name551,02855102817.6%
education.school.location.region466,29146629114.9%
education.school.name593,27759327719.0%
education.school.raw576,88757688718.5%T
education.school.twitter_url450,90245090214.4%
education.school.type583,07158307118.7%
education.school.website548,39254839217.5%
education.start_date535,54953554917.1%
education.summary226,8202268207.3%T
emails2,137,245213724568.4%
emails.address2,137,245213724568.4%
emails.first_seen2,137,245213724568.4%T
emails.last_seen2,137,245213724568.4%T
emails.num_sources2,137,245213724568.4%T
emails.type1,735,840173584055.5%
experience918,23691823629.4%
experience.company911,83091183029.2%
experience.company.facebook_url389,57138957112.5%
experience.company.founded732,02473202423.4%
experience.company.fuzzy_match911,83091183029.2%T
experience.company.id768,86876886824.6%
experience.company.industry763,45176345124.4%
experience.company.linkedin_id761,47376147324.4%
experience.company.linkedin_url768,86876886824.6%
experience.company.location755,12175512124.2%
experience.company.location.address_line_2221,0032210037.1%
experience.company.location.continent755,12175512124.2%
experience.company.location.country755,12175512124.2%
experience.company.location.geo691,09569109522.1%
experience.company.location.locality712,46171246122.8%
experience.company.location.metro499,41749941716.0%
experience.company.location.name755,12175512124.2%
experience.company.location.postal_code509,82050982016.3%
experience.company.location.region720,65672065623.1%
experience.company.location.street_address535,61753561717.1%
experience.company.name911,83091183029.2%
experience.company.raw899,70889970828.8%T
experience.company.size768,86876886824.6%
experience.company.ticker219,6102196107.0%T
experience.company.twitter_url554,57355457317.7%
experience.company.type768,86876886824.6%T
experience.company.website743,48674348623.8%
experience.end_date569,12456912418.2%
experience.first_seen918,23691823629.4%T
experience.is_primary918,23691823629.4%
experience.last_seen918,23691823629.4%T
experience.location_names490,89249089215.7%
experience.num_sources918,23691823629.4%T
experience.start_date602,29460229419.3%
experience.summary549,41954941917.6%T
experience.title667,98366798321.4%
experience.title.levels522,14952214916.7%
experience.title.name667,98366798321.4%
experience.title.raw667,98366798321.4%T
experience.title.role603,02260302219.3%
experience.title.sub_role540,98454098417.3%
facebook_friends61,834618342.0%T
facebook_id228,4892284897.3%
facebook_url413,31441331413.2%
facebook_username413,31441331413.2%
first_name3,125,3563125356100.0%
first_seen3,125,3563125356100.0%T
full_name3,125,3563125356100.0%
gender2,232,145223214571.4%
github_url3,125,3563125356100.0%
github_username3,125,3563125356100.0%
id3,125,3563125356100.0%
industry618,87061887019.8%
inferred_salary497,08149708115.9%T
inferred_years_experience616,02461602419.7%T
interests295,7752957759.5%
job_company_facebook_url105,3961053963.4%
job_company_founded409,88940988913.1%
job_company_id460,62646062614.7%
job_company_industry455,21445521414.6%
job_company_linkedin_id436,93143693114.0%
job_company_linkedin_url460,62646062614.7%
job_company_location_address_line_248,039480391.5%
job_company_location_continent440,04744004714.1%
job_company_location_country440,04744004714.1%
job_company_location_geo353,74535374511.3%
job_company_location_locality387,98838798812.4%
job_company_location_metro236,0222360227.6%
job_company_location_name440,04744004714.1%
job_company_location_postal_code234,8542348547.5%
job_company_location_region399,91439991412.8%
job_company_location_street_address243,1982431987.8%
job_company_name543,16054316017.4%
job_company_size460,62646062614.7%
job_company_ticker68,277682772.2%T
job_company_twitter_url173,4851734855.6%
job_company_type460,62646062614.7%T
job_company_website400,64240064212.8%
job_history922,02992202929.5%T
job_history.company_id777,08177708124.9%T
job_history.company_name916,01991601929.3%T
job_history.first_seen922,02992202929.5%T
job_history.last_seen922,02992202929.5%T
job_history.num_sources922,02992202929.5%T
job_history.title671,79867179821.5%T
job_last_updated565,36456536418.1%
job_start_date469,27646927615.0%
job_summary189,0681890686.0%T
job_title568,17356817318.2%
job_title_levels296,4362964369.5%
job_title_role377,25437725412.1%
job_title_sub_role244,5622445627.8%
languages382,39538239512.2%T
languages.name382,39538239512.2%T
languages.proficiency106,6321066323.4%T
last_initial3,125,3563125356100.0%
last_name3,125,3543125354100.0%
linkedin_connections662,23366223321.2%T
linkedin_id664,88366488321.3%
linkedin_url849,57084957027.2%
linkedin_username849,57084957027.2%
location_address_line_241,026410261.3%
location_continent1,768,053176805356.6%
location_country1,766,594176659456.5%
location_geo1,257,482125748240.2%
location_last_updated631,85063185020.2%
location_locality1,330,771133077142.6%
location_metro559,09555909517.9%
location_name1,768,053176805356.6%
location_names1,394,412139441244.6%
location_postal_code138,9511389514.4%
location_region1,422,942142294245.5%
location_street_address134,7651347654.3%
middle_initial392,56639256612.6%
middle_name306,4733064739.8%
mobile_phone126,7721267724.1%
name_aliases117,7711177713.8%T
num_records3,125,3563125356100.0%T
num_sources3,125,3563125356100.0%T
personal_emails1,596,247159624751.1%
phone_numbers209,4752094756.7%
phones209,4752094756.7%T
phones.first_seen209,4752094756.7%T
phones.last_seen209,4752094756.7%T
phones.num_sources209,4752094756.7%T
phones.number209,4752094756.7%T
possible_emails438,22843822814.0%T
possible_emails.address438,22843822814.0%T
possible_emails.first_seen438,22843822814.0%T
possible_emails.last_seen438,22843822814.0%T
possible_emails.num_sources438,22843822814.0%T
possible_emails.type369,63036963011.8%T
possible_profiles588,11358811318.8%T
possible_profiles.first_seen588,11358811318.8%T
possible_profiles.id89,708897082.9%T
possible_profiles.last_seen588,11358811318.8%T
possible_profiles.network588,11358811318.8%T
possible_profiles.num_sources588,11358811318.8%T
possible_profiles.url588,02258802218.8%T
possible_profiles.username577,16957716918.5%T
profiles3,125,3563125356100.0%
profiles.first_seen3,125,3563125356100.0%T
profiles.id772,41677241624.7%
profiles.last_seen3,125,3563125356100.0%T
profiles.network3,125,3563125356100.0%
profiles.num_sources3,125,3563125356100.0%T
profiles.url3,125,3563125356100.0%
profiles.username3,125,3563125356100.0%
regions1,474,069147406947.2%
skills686,76068676022.0%
street_addresses164,7871647875.3%
street_addresses.address_line_298,427984273.1%
street_addresses.continent164,7871647875.3%
street_addresses.country164,7871647875.3%
street_addresses.first_seen164,7871647875.3%T
street_addresses.geo163,6811636815.2%
street_addresses.last_seen164,7871647875.3%T
street_addresses.locality164,7871647875.3%
street_addresses.metro158,0191580195.1%
street_addresses.name164,7871647875.3%
street_addresses.num_sources164,7871647875.3%T
street_addresses.postal_code162,7501627505.2%
street_addresses.region164,7871647875.3%
street_addresses.street_address164,7871647875.3%
summary600,43360043319.2%T
twitter_url481,36448136415.4%
twitter_username481,36448136415.4%
version_status000.0%
version_status.contains000.0%
version_status.current_version000.0%
version_status.previous_version000.0%
version_status.status000.0%
work_email175,8801758805.6%

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