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
Total3,114,9173114917100.0%
birth_date62,661626612.0%
birth_year147,5861475864.7%
certifications211,9632119636.8%T
certifications.end_date56,021560211.8%T
certifications.name211,9632119636.8%T
certifications.organization202,8112028116.5%T
certifications.start_date180,4851804855.8%T
countries1,794,772179477257.6%
education649,37064937020.8%
education.degrees488,89548889515.7%
education.end_date596,80059680019.2%
education.gpa33,022330221.1%
education.majors519,21651921616.7%
education.minors6,88868880.2%
education.raw607,05560705519.5%T
education.school639,91163991120.5%
education.school.domain594,70659470619.1%
education.school.facebook_url509,03150903116.3%
education.school.id598,64959864919.2%
education.school.linkedin_id595,97459597419.1%
education.school.linkedin_url595,97459597419.1%
education.school.location597,36659736619.2%
education.school.location.continent597,36659736619.2%
education.school.location.country597,36659736619.2%
education.school.location.locality494,62049462015.9%
education.school.location.name597,36659736619.2%
education.school.location.region511,27351127316.4%
education.school.name639,89963989920.5%
education.school.raw623,52262352220.0%T
education.school.twitter_url492,96949296915.8%
education.school.type629,62762962720.2%
education.school.website594,70659470619.1%
education.start_date582,44858244818.7%
education.summary253,1532531538.1%T
emails2,127,893212789368.3%
emails.address2,127,893212789368.3%
emails.first_seen2,127,893212789368.3%T
emails.last_seen2,127,893212789368.3%T
emails.num_sources2,127,893212789368.3%T
emails.type1,746,646174664656.1%
experience970,66697066631.2%
experience.company964,36796436731.0%
experience.company.facebook_url699,62369962322.5%
experience.company.founded781,38578138525.1%
experience.company.fuzzy_match964,36796436731.0%T
experience.company.id812,45181245126.1%
experience.company.industry808,43180843126.0%
experience.company.linkedin_id812,09681209626.1%
experience.company.linkedin_url812,45181245126.1%
experience.company.location802,75380275325.8%
experience.company.location.address_line_2230,4412304417.4%
experience.company.location.continent802,75380275325.8%
experience.company.location.country802,75380275325.8%
experience.company.location.geo745,75474575423.9%
experience.company.location.locality744,59474459423.9%
experience.company.location.metro545,23454523417.5%
experience.company.location.name802,75380275325.8%
experience.company.location.postal_code559,80755980718.0%
experience.company.location.region776,26977626924.9%
experience.company.location.street_address572,64757264718.4%
experience.company.name964,36796436731.0%
experience.company.raw956,00695600630.7%T
experience.company.size812,45181245126.1%
experience.company.ticker369,20036920011.9%T
experience.company.twitter_url722,05772205723.2%
experience.company.type812,45181245126.1%T
experience.company.website798,72479872425.6%
experience.end_date617,77361777319.8%
experience.first_seen970,66697066631.2%T
experience.is_primary970,66697066631.2%
experience.last_seen970,66697066631.2%T
experience.location_names562,53256253218.1%
experience.num_sources970,66697066631.2%T
experience.start_date651,84565184520.9%
experience.summary590,16859016818.9%T
experience.title717,35171735123.0%
experience.title.levels572,08757208718.4%
experience.title.name717,35171735123.0%
experience.title.raw717,35171735123.0%T
experience.title.role652,85565285521.0%
experience.title.sub_role590,94659094619.0%
facebook_friends74,608746082.4%T
facebook_id267,7122677128.6%
facebook_url430,96443096413.8%
facebook_username430,96443096413.8%
first_name3,114,9173114917100.0%
first_seen3,114,9173114917100.0%T
full_name3,114,9173114917100.0%
gender2,229,847222984771.6%
github_url3,114,9173114917100.0%
github_username3,114,9173114917100.0%
id3,114,9173114917100.0%
industry669,05766905721.5%
inferred_salary540,59554059517.4%T
inferred_years_experience664,63866463821.3%T
interests320,60032060010.3%
job_company_facebook_url324,92532492510.4%
job_company_founded454,27345427314.6%
job_company_id505,59050559016.2%
job_company_industry497,62649762616.0%
job_company_linkedin_id505,01750501716.2%
job_company_linkedin_url505,59050559016.2%
job_company_location_address_line_247,606476061.5%
job_company_location_continent487,72348772315.7%
job_company_location_country487,70848770815.7%
job_company_location_geo413,11441311413.3%
job_company_location_locality417,04941704913.4%
job_company_location_metro278,9822789829.0%
job_company_location_name487,72348772315.7%
job_company_location_postal_code277,7372777378.9%
job_company_location_region456,28545628514.6%
job_company_location_street_address262,4532624538.4%
job_company_name596,55659655619.2%
job_company_size505,59050559016.2%
job_company_ticker126,1121261124.0%T
job_company_twitter_url366,70136670111.8%
job_company_type505,59050559016.2%T
job_company_website477,39047739015.3%
job_history973,03097303031.2%T
job_history.company_id820,08282008226.3%T
job_history.company_name967,28396728331.1%T
job_history.first_seen973,03097303031.2%T
job_history.last_seen973,03097303031.2%T
job_history.num_sources973,03097303031.2%T
job_history.title719,81971981923.1%T
job_last_updated621,85562185520.0%
job_onet_broad_occupation379,39537939512.2%T
job_onet_code379,39537939512.2%T
job_onet_major_group379,39537939512.2%T
job_onet_minor_group379,39537939512.2%T
job_onet_specific_occupation379,39537939512.2%T
job_onet_specific_occupation_detail251,8242518248.1%T
job_start_date448,35144835114.4%
job_summary165,0271650275.3%T
job_title615,55061555019.8%
job_title_levels319,88931988910.3%
job_title_role414,17341417313.3%
job_title_sub_role269,9092699098.7%
languages417,64141764113.4%T
languages.name417,64141764113.4%T
languages.proficiency114,0561140563.7%T
last_initial3,114,9173114917100.0%
last_name3,114,9083114908100.0%
linkedin_connections707,66470766422.7%T
linkedin_id707,08670708622.7%
linkedin_url861,42786142727.7%
linkedin_username861,42786142727.7%
location_address_line_256,507565071.8%
location_continent1,792,010179201057.5%
location_country1,790,601179060157.5%
location_geo1,294,361129436141.6%
location_last_updated685,34068534022.0%
location_locality1,366,987136698743.9%
location_metro590,09659009618.9%
location_name1,792,010179201057.5%
location_names1,428,886142888645.9%
location_postal_code186,8051868056.0%
location_region1,456,503145650346.8%
location_street_address184,2631842635.9%
middle_initial419,92141992113.5%
middle_name314,35331435310.1%
mobile_phone168,9661689665.4%
name_aliases159,4491594495.1%T
num_records3,114,9173114917100.0%T
num_sources3,114,9173114917100.0%T
personal_emails1,599,432159943251.3%
phone_numbers372,12637212611.9%
phones372,12637212611.9%T
phones.first_seen372,12637212611.9%T
phones.last_seen372,12637212611.9%T
phones.num_sources372,12637212611.9%T
phones.number372,12637212611.9%T
possible_birth_dates81,413814132.6%T
possible_emails449,57044957014.4%T
possible_emails.address449,57044957014.4%T
possible_emails.first_seen449,57044957014.4%T
possible_emails.last_seen449,57044957014.4%T
possible_emails.num_sources449,57044957014.4%T
possible_emails.type378,71337871312.2%T
possible_location_names668,68866868821.5%T
possible_phones220,7382207387.1%T
possible_phones.first_seen220,7382207387.1%T
possible_phones.last_seen220,7382207387.1%T
possible_phones.num_sources220,7382207387.1%T
possible_phones.number220,7382207387.1%T
possible_profiles587,32958732918.9%T
possible_profiles.first_seen587,32958732918.9%T
possible_profiles.id90,234902342.9%T
possible_profiles.last_seen587,32958732918.9%T
possible_profiles.network587,32958732918.9%T
possible_profiles.num_sources587,32958732918.9%T
possible_profiles.url587,24558724518.9%T
possible_profiles.username577,06857706818.5%T
possible_street_addresses19,674196740.6%T
possible_street_addresses.address_line_210,707107070.3%T
possible_street_addresses.continent19,674196740.6%T
possible_street_addresses.country19,674196740.6%T
possible_street_addresses.first_seen19,674196740.6%T
possible_street_addresses.geo19,521195210.6%T
possible_street_addresses.last_seen19,674196740.6%T
possible_street_addresses.locality19,674196740.6%T
possible_street_addresses.metro18,736187360.6%T
possible_street_addresses.name19,674196740.6%T
possible_street_addresses.num_sources19,674196740.6%T
possible_street_addresses.postal_code19,269192690.6%T
possible_street_addresses.region19,674196740.6%T
possible_street_addresses.street_address19,674196740.6%T
profiles3,114,9173114917100.0%
profiles.first_seen3,114,9173114917100.0%T
profiles.id811,60781160726.1%
profiles.last_seen3,114,9173114917100.0%T
profiles.network3,114,9173114917100.0%
profiles.num_sources3,114,9173114917100.0%T
profiles.url3,114,9173114917100.0%
profiles.username3,114,9173114917100.0%
recommended_personal_email1,599,432159943251.3%T
regions1,505,797150579748.3%
release_version000.0%
skills725,93972593923.3%
street_addresses244,6252446257.9%
street_addresses.address_line_2135,1211351214.3%
street_addresses.continent244,6252446257.9%
street_addresses.country244,6252446257.9%
street_addresses.first_seen244,6252446257.9%T
street_addresses.geo243,4932434937.8%
street_addresses.last_seen244,6252446257.9%T
street_addresses.locality244,6252446257.9%
street_addresses.metro233,1402331407.5%
street_addresses.name244,6252446257.9%
street_addresses.num_sources244,6252446257.9%T
street_addresses.postal_code242,3672423677.8%
street_addresses.region244,6252446257.9%
street_addresses.street_address244,6252446257.9%
summary645,33564533520.7%T
twitter_url483,44248344215.5%
twitter_username483,44248344215.5%
work_email253,5562535568.1%