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. Premium fields are not accessible by default.

Common Use Cases
Recruiting, Investment Sourcing


FieldCountNumericFill PercentagePremium Field
Total3,113,7623113762100.0%
birth_date68,925689252.2%
birth_year158,0391580395.1%
certifications256,3092563098.2%T
certifications.end_date189,5531895536.1%T
certifications.name256,3092563098.2%T
certifications.organization253,0262530268.1%T
certifications.start_date228,2802282807.3%T
countries1,801,241180124157.8%
education663,06866306821.3%
education.degrees509,68650968616.4%
education.end_date610,62061062019.6%
education.gpa41,907419071.3%
education.majors543,26454326417.4%
education.minors8,76687660.3%
education.raw625,25162525120.1%T
education.school638,62863862820.5%
education.school.domain559,34155934118.0%
education.school.facebook_url472,29847229815.2%
education.school.id563,69756369718.1%
education.school.linkedin_id487,47648747615.7%
education.school.linkedin_url563,50556350518.1%
education.school.location553,63955363917.8%
education.school.location.continent553,63955363917.8%
education.school.location.country553,63455363417.8%
education.school.location.locality423,72242372213.6%
education.school.location.name553,63955363917.8%
education.school.location.region488,53448853415.7%
education.school.name638,62563862520.5%
education.school.raw637,97863797820.5%T
education.school.twitter_url455,45045545014.6%
education.school.type626,14662614620.1%
education.school.website559,34155934118.0%
education.start_date596,26159626119.1%
education.summary277,2292772298.9%T
emails2,115,831211583168.0%
emails.address2,115,831211583168.0%
emails.first_seen2,115,831211583168.0%T
emails.last_seen2,115,831211583168.0%T
emails.num_sources2,115,831211583168.0%T
emails.type1,736,701173670155.8%
experience962,13996213930.9%
experience.company957,85795785730.8%
experience.company.facebook_url724,56772456723.3%
experience.company.founded779,99977999925.1%
experience.company.id807,66580766525.9%
experience.company.industry801,68680168625.7%
experience.company.linkedin_id806,98080698025.9%
experience.company.linkedin_url807,66580766525.9%
experience.company.location800,55880055825.7%
experience.company.location.address_line_2244,8802448807.9%
experience.company.location.continent800,55880055825.7%
experience.company.location.country800,55780055725.7%
experience.company.location.geo749,11274911224.1%
experience.company.location.locality746,13174613124.0%
experience.company.location.metro552,23655223617.7%
experience.company.location.name800,55880055825.7%
experience.company.location.postal_code565,70456570418.2%
experience.company.location.region773,45177345124.8%
experience.company.location.street_address585,12458512418.8%
experience.company.name957,85795785730.8%
experience.company.raw948,87494887430.5%T
experience.company.size807,66580766525.9%
experience.company.ticker384,59138459112.4%T
experience.company.twitter_url736,07173607123.6%
experience.company.type807,66580766525.9%T
experience.company.website797,57779757725.6%
experience.end_date641,53164153120.6%
experience.first_seen962,13996213930.9%T
experience.is_primary962,13996213930.9%
experience.last_seen962,13996213930.9%T
experience.location_names575,96357596318.5%
experience.num_sources962,13996213930.9%T
experience.start_date674,27167427121.7%
experience.summary612,20261220219.7%T
experience.title727,61672761623.4%
experience.title.levels588,71458871418.9%
experience.title.name727,61672761623.4%
experience.title.raw727,61672761623.4%T
experience.title.role666,51366651321.4%
experience.title.sub_role607,05560705519.5%
facebook_friends78,167781672.5%T
facebook_id278,3032783038.9%
facebook_url439,90843990814.1%
facebook_username439,90843990814.1%
first_name3,113,7623113762100.0%
first_seen3,113,7623113762100.0%T
full_name3,113,7623113762100.0%
github_url3,113,7623113762100.0%
github_username3,113,7623113762100.0%
id3,113,7623113762100.0%
industry682,31068231021.9%
inferred_salary549,64754964717.7%T
inferred_years_experience674,75167475121.7%T
interests328,19232819210.5%
job_company_12mo_employee_growth_rate545,41154541117.5%
job_company_employee_count548,14954814917.6%
job_company_facebook_url363,79336379311.7%
job_company_founded483,84048384015.5%
job_company_id548,15154815117.6%
job_company_industry508,22350822316.3%
job_company_inferred_revenue548,14954814917.6%
job_company_linkedin_id547,11854711817.6%
job_company_linkedin_url548,15154815117.6%
job_company_location_address_line_251,632516321.7%
job_company_location_continent530,18553018517.0%
job_company_location_country530,16453016417.0%
job_company_location_geo438,80143880114.1%
job_company_location_locality441,37844137814.2%
job_company_location_metro293,8742938749.4%
job_company_location_name530,18553018517.0%
job_company_location_postal_code286,8612868619.2%
job_company_location_region481,34448134415.5%
job_company_location_street_address280,7722807729.0%
job_company_name617,77461777419.8%
job_company_size548,15154815117.6%
job_company_ticker128,3191283194.1%T
job_company_total_funding_raised249,7872497878.0%
job_company_twitter_url398,47439847412.8%
job_company_type548,15154815117.6%T
job_company_website526,85452685416.9%
job_history962,20096220030.9%T
job_history.company_id812,52381252326.1%T
job_history.company_name958,34395834330.8%T
job_history.first_seen962,20096220030.9%T
job_history.last_seen962,20096220030.9%T
job_history.num_sources962,20096220030.9%T
job_history.title727,72272772223.4%T
job_last_changed629,64762964720.2%T
job_last_updated629,64762964720.2%
job_last_verified629,64762964720.2%T
job_onet_broad_occupation386,30838630812.4%T
job_onet_code386,30838630812.4%T
job_onet_major_group386,30838630812.4%T
job_onet_minor_group386,30838630812.4%T
job_onet_specific_occupation386,30838630812.4%T
job_onet_specific_occupation_detail254,0772540778.2%T
job_start_date610,10561010519.6%
job_summary240,0182400187.7%T
job_title628,83162883120.2%
job_title_levels354,01435401411.4%
job_title_role417,06341706313.4%
job_title_sub_role269,7702697708.7%
languages432,27743227713.9%T
languages.name432,27743227713.9%T
languages.proficiency112,1501121503.6%T
last_initial3,113,7623113762100.0%
last_name3,112,8993112899100.0%
linkedin_connections722,13372213323.2%T
linkedin_id724,87172487123.3%
linkedin_url869,94886994827.9%
linkedin_username869,94886994827.9%
location_address_line_260,190601901.9%
location_continent1,798,669179866957.8%
location_country1,797,316179731657.7%
location_geo1,309,850130985042.1%
location_last_updated707,18470718422.7%
location_locality1,379,342137934244.3%
location_metro595,32559532519.1%
location_name1,798,669179866957.8%
location_names1,438,052143805246.2%
location_postal_code198,6351986356.4%
location_region1,470,312147031247.2%
location_street_address196,1991961996.3%
middle_initial425,02242502213.6%
middle_name314,31131431110.1%
mobile_phone274,5132745138.8%
name_aliases195,5081955086.3%T
num_records3,113,7623113762100.0%T
num_sources3,113,7623113762100.0%T
personal_emails1,582,223158222350.8%
phone_numbers384,56938456912.4%
phones384,56938456912.4%T
phones.first_seen384,56938456912.4%T
phones.last_seen384,56938456912.4%T
phones.num_sources384,56938456912.4%T
phones.number384,56938456912.4%T
possible_birth_dates86,813868132.8%T
possible_emails446,77944677914.3%T
possible_emails.address446,77944677914.3%T
possible_emails.first_seen446,77944677914.3%T
possible_emails.last_seen446,77944677914.3%T
possible_emails.num_sources446,77944677914.3%T
possible_emails.type372,26137226112.0%T
possible_location_names667,22266722221.4%T
possible_phones260,9492609498.4%T
possible_phones.first_seen260,9492609498.4%T
possible_phones.last_seen260,9492609498.4%T
possible_phones.num_sources260,9492609498.4%T
possible_phones.number260,9492609498.4%T
possible_profiles603,00660300619.4%T
possible_profiles.first_seen603,00660300619.4%T
possible_profiles.id93,263932633.0%T
possible_profiles.last_seen603,00660300619.4%T
possible_profiles.network603,00660300619.4%T
possible_profiles.num_sources603,00660300619.4%T
possible_profiles.url602,92760292719.4%T
possible_profiles.username593,06059306019.0%T
possible_street_addresses62,450624502.0%T
possible_street_addresses.address_line_217,025170250.5%T
possible_street_addresses.continent62,450624502.0%T
possible_street_addresses.country62,450624502.0%T
possible_street_addresses.first_seen62,450624502.0%T
possible_street_addresses.geo62,232622322.0%T
possible_street_addresses.last_seen62,450624502.0%T
possible_street_addresses.locality62,450624502.0%T
possible_street_addresses.metro57,456574561.8%T
possible_street_addresses.name62,450624502.0%T
possible_street_addresses.num_sources62,450624502.0%T
possible_street_addresses.postal_code62,096620962.0%T
possible_street_addresses.region62,450624502.0%T
possible_street_addresses.street_address62,450624502.0%T
profiles3,113,7623113762100.0%
profiles.first_seen3,113,7623113762100.0%T
profiles.id822,87382287326.4%
profiles.last_seen3,113,7623113762100.0%T
profiles.network3,113,7623113762100.0%
profiles.num_sources3,113,7623113762100.0%T
profiles.url3,113,7623113762100.0%
profiles.username3,113,7623113762100.0%
recommended_personal_email1,581,866158186650.8%
regions1,515,768151576848.7%
sex2,232,631223263171.7%
skills738,04873804823.7%
street_addresses258,5042585048.3%
street_addresses.address_line_2142,9961429964.6%
street_addresses.continent258,5042585048.3%
street_addresses.country258,5042585048.3%
street_addresses.first_seen258,5042585048.3%T
street_addresses.geo257,4592574598.3%
street_addresses.last_seen258,5042585048.3%T
street_addresses.locality258,5042585048.3%
street_addresses.metro246,8922468927.9%
street_addresses.name258,5042585048.3%
street_addresses.num_sources258,5042585048.3%T
street_addresses.postal_code256,2872562878.2%
street_addresses.region258,5042585048.3%
street_addresses.street_address258,5042585048.3%
summary464,24146424114.9%T
twitter_url492,79549279515.8%
twitter_username492,79549279515.8%
work_email295,7042957049.5%

Stats shown are accurate as of data version 26.2