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
Total3,115,3893115389100.0%
birth_date66,796667962.1%
birth_year154,4521544525.0%
certifications249,0222490228.0%T
certifications.end_date179,0421790425.7%T
certifications.name249,0222490228.0%T
certifications.organization245,2052452057.9%T
certifications.start_date220,5122205127.1%T
countries1,801,886180188657.8%
education662,89966289921.3%
education.degrees503,75050375016.2%
education.end_date610,26761026719.6%
education.gpa40,978409781.3%
education.majors536,05153605117.2%
education.minors8,50185010.3%
education.raw621,82362182320.0%T
education.school652,62865262820.9%
education.school.domain602,76360276319.3%
education.school.facebook_url512,44951244916.4%
education.school.id606,05760605719.5%
education.school.linkedin_id601,94460194419.3%
education.school.linkedin_url601,94460194419.3%
education.school.location603,97060397019.4%
education.school.location.continent603,97060397019.4%
education.school.location.country603,97060397019.4%
education.school.location.locality471,35447135415.1%
education.school.location.name603,97060397019.4%
education.school.location.region519,86151986116.7%
education.school.name652,61765261720.9%
education.school.raw638,30163830120.5%T
education.school.twitter_url496,23949623915.9%
education.school.type642,22164222120.6%
education.school.website602,76360276319.3%
education.start_date595,79159579119.1%
education.summary274,3802743808.8%T
emails2,129,465212946568.4%
emails.address2,129,465212946568.4%
emails.first_seen2,129,465212946568.4%T
emails.last_seen2,129,465212946568.4%T
emails.num_sources2,129,465212946568.4%T
emails.type1,750,823175082356.2%
experience960,54296054230.8%
experience.company955,62595562530.7%
experience.company.facebook_url714,07871407822.9%
experience.company.founded774,63877463824.9%
experience.company.id803,91180391125.8%
experience.company.industry797,05579705525.6%
experience.company.linkedin_id803,18980318925.8%
experience.company.linkedin_url803,91180391125.8%
experience.company.location796,41579641525.6%
experience.company.location.address_line_2237,4432374437.6%
experience.company.location.continent796,41579641525.6%
experience.company.location.country796,41379641325.6%
experience.company.location.geo742,44974244923.8%
experience.company.location.locality739,62373962323.7%
experience.company.location.metro542,21154221117.4%
experience.company.location.name796,41579641525.6%
experience.company.location.postal_code555,98455598417.8%
experience.company.location.region768,19076819024.7%
experience.company.location.street_address575,07157507118.5%
experience.company.name955,62595562530.7%
experience.company.raw946,76594676530.4%T
experience.company.size803,91180391125.8%
experience.company.ticker371,96237196211.9%T
experience.company.twitter_url725,95572595523.3%
experience.company.type803,91180391125.8%T
experience.company.website793,25179325125.5%
experience.end_date613,54961354919.7%
experience.first_seen960,54296054230.8%T
experience.is_primary960,54296054230.8%
experience.last_seen960,54296054230.8%T
experience.location_names560,76756076718.0%
experience.num_sources960,54296054230.8%T
experience.start_date668,49466849421.5%
experience.summary595,21059521019.1%T
experience.title725,24272524223.3%
experience.title.levels574,64257464218.4%
experience.title.name725,24272524223.3%
experience.title.raw725,24272524223.3%T
experience.title.role656,60265660221.1%
experience.title.sub_role591,59559159519.0%
facebook_friends76,614766142.5%T
facebook_id273,2852732858.8%
facebook_url436,22543622514.0%
facebook_username436,22543622514.0%
first_name3,115,3893115389100.0%
first_seen3,115,3893115389100.0%T
full_name3,115,3893115389100.0%
gender2,231,848223184871.6%
github_url3,115,3893115389100.0%
github_username3,115,3893115389100.0%
id3,115,3893115389100.0%
industry679,67467967421.8%
inferred_salary543,62254362217.4%T
inferred_years_experience678,25167825121.8%T
interests325,99232599210.5%
job_company_12mo_employee_growth_rate542,11654211617.4%
job_company_employee_count545,38654538617.5%
job_company_facebook_url363,51036351011.7%
job_company_founded485,24048524015.6%
job_company_id545,38954538917.5%
job_company_industry510,34751034716.4%
job_company_inferred_revenue545,38654538617.5%
job_company_linkedin_id543,99254399217.5%
job_company_linkedin_url545,38954538917.5%
job_company_location_address_line_251,453514531.7%
job_company_location_continent527,38652738616.9%
job_company_location_country527,36652736616.9%
job_company_location_geo436,74843674814.0%
job_company_location_locality439,83543983514.1%
job_company_location_metro289,7312897319.3%
job_company_location_name527,38652738616.9%
job_company_location_postal_code285,2292852299.2%
job_company_location_region479,80847980815.4%
job_company_location_street_address280,4772804779.0%
job_company_name609,10960910919.6%
job_company_size545,38954538917.5%
job_company_ticker127,0281270284.1%T
job_company_total_funding_raised250,4512504518.0%
job_company_twitter_url396,78839678812.7%
job_company_type545,38954538917.5%T
job_company_website524,11452411416.8%
job_history960,86396086330.8%T
job_history.company_id810,02681002626.0%T
job_history.company_name956,52695652630.7%T
job_history.first_seen960,86396086330.8%T
job_history.last_seen960,86396086330.8%T
job_history.num_sources960,86396086330.8%T
job_history.title725,63972563923.3%T
job_last_updated622,64962264920.0%
job_onet_broad_occupation383,51838351812.3%T
job_onet_code383,51838351812.3%T
job_onet_major_group383,51838351812.3%T
job_onet_minor_group383,51838351812.3%T
job_onet_specific_occupation383,51838351812.3%T
job_onet_specific_occupation_detail251,9902519908.1%T
job_start_date588,02958802918.9%
job_summary228,0852280857.3%T
job_title621,55462155420.0%
job_title_levels346,13334613311.1%
job_title_role412,98941298913.3%
job_title_sub_role267,3242673248.6%
languages427,75142775113.7%T
languages.name427,75142775113.7%T
languages.proficiency116,6941166943.7%T
last_initial3,115,3893115389100.0%
last_name3,115,3583115358100.0%
linkedin_connections718,44671844623.1%T
linkedin_id720,02572002523.1%
linkedin_url869,48186948127.9%
linkedin_username869,48186948127.9%
location_address_line_259,511595111.9%
location_continent1,799,280179928057.8%
location_country1,797,926179792657.7%
location_geo1,310,290131029042.1%
location_last_updated700,51970051922.5%
location_locality1,381,046138104644.3%
location_metro596,19559619519.1%
location_name1,799,280179928057.8%
location_names1,438,698143869846.2%
location_postal_code196,4731964736.3%
location_region1,471,060147106047.2%
location_street_address193,9921939926.2%
middle_initial422,92742292713.6%
middle_name313,50731350710.1%
mobile_phone173,3841733845.6%
name_aliases167,4671674675.4%T
num_records3,115,3893115389100.0%T
num_sources3,115,3893115389100.0%T
personal_emails1,604,259160425951.5%
phone_numbers324,75332475310.4%
phones324,75332475310.4%T
phones.first_seen324,75332475310.4%T
phones.last_seen324,75332475310.4%T
phones.num_sources324,75332475310.4%T
phones.number324,75332475310.4%T
possible_birth_dates84,983849832.7%T
possible_emails444,10744410714.3%T
possible_emails.address444,10744410714.3%T
possible_emails.first_seen444,10744410714.3%T
possible_emails.last_seen444,10744410714.3%T
possible_emails.num_sources444,10744410714.3%T
possible_emails.type369,98436998411.9%T
possible_location_names671,35367135321.5%T
possible_phones250,8382508388.1%T
possible_phones.first_seen250,8382508388.1%T
possible_phones.last_seen250,8382508388.1%T
possible_phones.num_sources250,8382508388.1%T
possible_phones.number250,8382508388.1%T
possible_profiles603,37660337619.4%T
possible_profiles.first_seen603,37660337619.4%T
possible_profiles.id94,317943173.0%T
possible_profiles.last_seen603,37660337619.4%T
possible_profiles.network603,37660337619.4%T
possible_profiles.num_sources603,37660337619.4%T
possible_profiles.url603,29660329619.4%T
possible_profiles.username593,33559333519.0%T
possible_street_addresses52,636526361.7%T
possible_street_addresses.address_line_215,565155650.5%T
possible_street_addresses.continent52,636526361.7%T
possible_street_addresses.country52,636526361.7%T
possible_street_addresses.first_seen52,636526361.7%T
possible_street_addresses.geo52,440524401.7%T
possible_street_addresses.last_seen52,636526361.7%T
possible_street_addresses.locality52,636526361.7%T
possible_street_addresses.metro48,667486671.6%T
possible_street_addresses.name52,636526361.7%T
possible_street_addresses.num_sources52,636526361.7%T
possible_street_addresses.postal_code52,274522741.7%T
possible_street_addresses.region52,636526361.7%T
possible_street_addresses.street_address52,636526361.7%T
profiles3,115,3893115389100.0%
profiles.first_seen3,115,3893115389100.0%T
profiles.id821,74882174826.4%
profiles.last_seen3,115,3893115389100.0%T
profiles.network3,115,3893115389100.0%
profiles.num_sources3,115,3893115389100.0%T
profiles.url3,115,3893115389100.0%
profiles.username3,115,3893115389100.0%
recommended_personal_email1,603,919160391951.5%
regions1,515,581151558148.6%
skills735,02073502023.6%
street_addresses256,4552564558.2%
street_addresses.address_line_2141,2601412604.5%
street_addresses.continent256,4552564558.2%
street_addresses.country256,4552564558.2%
street_addresses.first_seen256,4552564558.2%T
street_addresses.geo255,4112554118.2%
street_addresses.last_seen256,4552564558.2%T
street_addresses.locality256,4552564558.2%
street_addresses.metro244,8052448057.9%
street_addresses.name256,4552564558.2%
street_addresses.num_sources256,4552564558.2%T
street_addresses.postal_code254,2392542398.2%
street_addresses.region256,4552564558.2%
street_addresses.street_address256,4552564558.2%
summary482,68748268715.5%T
twitter_url489,32648932615.7%
twitter_username489,32648932615.7%
work_email316,23831623810.2%

Stats shown are accurate as of data version 25.0