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 Percentage
Total3,075,2573075257100.0%
birth_date72,320723202.4%
birth_year147,7931477934.8%
certifications268,8452688458.7%
certifications.end_date220,7012207017.2%
certifications.name268,8452688458.7%
certifications.organization266,4942664948.7%
certifications.start_date242,9112429117.9%
countries1,809,364180936458.8%
education659,52865952821.4%
education.degrees496,88949688916.2%
education.end_date607,66960766919.8%
education.gpa41,622416221.4%
education.majors530,93653093617.3%
education.minors8,60386030.3%
education.raw617,48561748520.1%
education.school657,58265758221.4%
education.school.domain644,73464473421.0%
education.school.facebook_url561,79856179818.3%
education.school.id648,71064871021.1%
education.school.linkedin_id648,71064871021.1%
education.school.linkedin_url648,71064871021.1%
education.school.location637,14463714420.7%
education.school.location.continent637,14463714420.7%
education.school.location.country637,14263714220.7%
education.school.location.locality626,69062669020.4%
education.school.location.name637,14463714420.7%
education.school.location.region635,39763539720.7%
education.school.name657,57165757121.4%
education.school.raw657,58265758221.4%
education.school.twitter_url546,65754665717.8%
education.school.type655,27565527521.3%
education.school.website644,73464473421.0%
education.start_date594,26959426919.3%
education.summary288,5862885869.4%
emails2,038,414203841466.3%
emails.address2,038,414203841466.3%
emails.first_seen2,038,414203841466.3%
emails.last_seen2,038,414203841466.3%
emails.num_sources2,038,414203841466.3%
emails.type1,692,641169264155.0%
experience931,40193140130.3%
experience.company927,67892767830.2%
experience.company.facebook_url705,85970585923.0%
experience.company.founded755,05475505424.6%
experience.company.id780,40978040925.4%
experience.company.industry777,11877711825.3%
experience.company.linkedin_id780,40978040925.4%
experience.company.linkedin_url780,40978040925.4%
experience.company.location774,45277445225.2%
experience.company.location.address_line_2346,58634658611.3%
experience.company.location.continent773,78677378625.2%
experience.company.location.country774,45277445225.2%
experience.company.location.geo753,87375387324.5%
experience.company.location.locality757,86675786624.6%
experience.company.location.metro529,18552918517.2%
experience.company.location.name774,45277445225.2%
experience.company.location.postal_code739,36573936524.0%
experience.company.location.region765,14976514924.9%
experience.company.location.street_address715,06971506923.3%
experience.company.name927,67892767830.2%
experience.company.raw927,67692767630.2%
experience.company.size780,40978040925.4%
experience.company.ticker357,41635741611.6%
experience.company.twitter_url715,39171539123.3%
experience.company.type780,40978040925.4%
experience.company.website770,36977036925.1%
experience.end_date628,84862884820.4%
experience.first_seen931,40193140130.3%
experience.is_primary931,40193140130.3%
experience.last_seen931,40193140130.3%
experience.location_names596,04459604419.4%
experience.num_sources931,40193140130.3%
experience.start_date655,93065593021.3%
experience.summary607,74360774319.8%
experience.title696,66069666022.7%
experience.title.class670,74567074521.8%
experience.title.levels573,17757317718.6%
experience.title.name696,66069666022.7%
experience.title.raw696,66069666022.7%
experience.title.role670,74567074521.8%
experience.title.sub_role639,86163986120.8%
facebook_friends74,439744392.4%
facebook_id271,1922711928.8%
facebook_url425,03342503313.8%
facebook_username425,03342503313.8%
first_name3,075,2573075257100.0%
first_seen3,075,2573075257100.0%
full_name3,075,2573075257100.0%
github_url3,075,2573075257100.0%
github_username3,075,2573075257100.0%
headline398,05339805312.9%
id3,075,2573075257100.0%
industry664,15666415621.6%
inferred_salary521,71952171917.0%
inferred_years_experience656,50465650421.3%
interests324,03932403910.5%
job_company_12mo_employee_growth_rate520,33952033916.9%
job_company_employee_count522,32752232717.0%
job_company_facebook_url336,81833681811.0%
job_company_founded457,77345777314.9%
job_company_id522,35452235417.0%
job_company_industry517,44051744016.8%
job_company_inferred_revenue522,32752232717.0%
job_company_linkedin_id522,35452235417.0%
job_company_linkedin_url522,35452235417.0%
job_company_location_address_line_275,173751732.4%
job_company_location_continent501,09550109516.3%
job_company_location_country502,93250293216.4%
job_company_location_geo469,43046943015.3%
job_company_location_locality476,21647621615.5%
job_company_location_metro268,8832688838.7%
job_company_location_name502,93650293616.4%
job_company_location_postal_code408,72640872613.3%
job_company_location_region491,87649187616.0%
job_company_location_street_address367,12436712411.9%
job_company_name589,78258978219.2%
job_company_size522,35452235417.0%
job_company_ticker116,2111162113.8%
job_company_total_funding_raised249,1572491578.1%
job_company_twitter_url366,38936638911.9%
job_company_type522,35452235417.0%
job_company_website500,82150082116.3%
job_history931,43593143530.3%
job_history.company_id784,58278458225.5%
job_history.company_name928,00392800330.2%
job_history.first_seen931,43593143530.3%
job_history.last_seen931,43593143530.3%
job_history.num_sources931,43593143530.3%
job_history.title696,71469671422.7%
job_last_changed601,06060106019.5%
job_last_verified601,06060106019.5%
job_onet_broad_occupation354,56635456611.5%
job_onet_code354,56635456611.5%
job_onet_major_group354,56635456611.5%
job_onet_minor_group354,56635456611.5%
job_onet_specific_occupation354,56635456611.5%
job_onet_specific_occupation_detail234,5072345077.6%
job_start_date583,56658356619.0%
job_summary265,8572658578.6%
job_title600,32360032319.5%
job_title_class503,54350354316.4%
job_title_levels338,61933861911.0%
job_title_role503,54350354316.4%
job_title_sub_role367,30736730711.9%
languages435,29543529514.2%
languages.name435,29543529514.2%
languages.proficiency111,2751112753.6%
last_initial3,075,2573075257100.0%
last_name3,075,2203075220100.0%
linkedin_connections671,61967161921.8%
linkedin_id660,19166019121.5%
linkedin_url730,87773087723.8%
linkedin_username730,87773087723.8%
location_address_line_238,311383111.2%
location_continent1,810,118181011858.9%
location_country1,809,316180931658.8%
location_geo1,420,576142057646.2%
location_last_updated644,12064412020.9%
location_locality1,434,048143404846.6%
location_metro579,16957916918.8%
location_name1,810,118181011858.9%
location_names1,434,048143404846.6%
location_postal_code186,1231861236.1%
location_region1,537,334153733450.0%
location_street_address186,2181862186.1%
middle_initial420,83642083613.7%
middle_name313,47731347710.2%
mobile_phone286,5052865059.3%
name_aliases197,3681973686.4%
num_records3,075,2573075257100.0%
num_sources3,075,2573075257100.0%
personal_emails1,552,250155225050.5%
phone_numbers387,02938702912.6%
phones387,02938702912.6%
phones.first_seen387,02938702912.6%
phones.last_seen387,02938702912.6%
phones.num_sources387,02938702912.6%
phones.number387,02938702912.6%
possible_birth_dates81,409814092.6%
possible_emails478,93447893415.6%
possible_emails.address478,93447893415.6%
possible_emails.first_seen478,93447893415.6%
possible_emails.last_seen478,93447893415.6%
possible_emails.num_sources478,93447893415.6%
possible_emails.type363,40336340311.8%
possible_location_names686,49268649222.3%
possible_phones121,2491212493.9%
possible_phones.first_seen121,2491212493.9%
possible_phones.last_seen121,2491212493.9%
possible_phones.num_sources121,2491212493.9%
possible_phones.number121,2491212493.9%
possible_profiles584,75258475219.0%
possible_profiles.first_seen584,75258475219.0%
possible_profiles.id87,237872372.8%
possible_profiles.last_seen584,75258475219.0%
possible_profiles.network584,75258475219.0%
possible_profiles.num_sources584,75258475219.0%
possible_profiles.url584,75258475219.0%
possible_profiles.username575,12757512718.7%
possible_street_addresses58,524585241.9%
possible_street_addresses.address_line_215,851158510.5%
possible_street_addresses.continent58,524585241.9%
possible_street_addresses.country58,524585241.9%
possible_street_addresses.first_seen58,524585241.9%
possible_street_addresses.geo58,415584151.9%
possible_street_addresses.last_seen58,524585241.9%
possible_street_addresses.locality58,417584171.9%
possible_street_addresses.metro53,080530801.7%
possible_street_addresses.name58,524585241.9%
possible_street_addresses.num_sources58,524585241.9%
possible_street_addresses.postal_code57,697576971.9%
possible_street_addresses.region58,517585171.9%
possible_street_addresses.street_address58,524585241.9%
profiles3,075,2573075257100.0%
profiles.first_seen3,075,2573075257100.0%
profiles.id780,61178061125.4%
profiles.last_seen3,075,2573075257100.0%
profiles.network3,075,2573075257100.0%
profiles.num_sources3,075,2573075257100.0%
profiles.url3,075,2573075257100.0%
profiles.username3,075,2573075257100.0%
recommended_personal_email1,552,096155209650.5%
regions1,544,504154450450.2%
sex2,205,273220527371.7%
skills625,98062598020.4%
street_addresses263,8222638228.6%
street_addresses.address_line_2140,3171403174.6%
street_addresses.continent263,8222638228.6%
street_addresses.country263,8182638188.6%
street_addresses.first_seen263,8222638228.6%
street_addresses.geo253,1172531178.2%
street_addresses.last_seen263,8222638228.6%
street_addresses.locality254,1772541778.3%
street_addresses.metro232,3672323677.6%
street_addresses.name263,8222638228.6%
street_addresses.num_sources263,8222638228.6%
street_addresses.postal_code243,6852436857.9%
street_addresses.region257,3552573558.4%
street_addresses.street_address263,8222638228.6%
summary509,11850911816.6%
twitter_url499,33949933916.2%
twitter_username499,33949933916.2%
work_email273,9302739308.9%

Stats shown are accurate as of data version 31.2