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
Total3,124,0263124026100.0%
birth_date47,949479491.5%
birth_year125,0401250404.0%
certifications195,0441950446.2%T
certifications.end_date50,191501911.6%T
certifications.name195,0441950446.2%T
certifications.organization186,1631861636.0%T
certifications.start_date165,5101655105.3%T
countries1,781,892178189257.0%
education606,66060666019.4%
education.degrees449,84744984714.4%
education.end_date554,29755429717.7%
education.gpa27,165271650.9%
education.majors476,96447696415.3%
education.minors5,81058100.2%
education.raw564,65056465018.1%T
education.school597,34459734419.1%
education.school.domain552,32055232017.7%
education.school.facebook_url470,12747012715.0%
education.school.id556,20455620417.8%
education.school.linkedin_id553,56255356217.7%
education.school.linkedin_url553,56255356217.7%
education.school.location554,93255493217.8%
education.school.location.continent554,93255493217.8%
education.school.location.country554,93255493217.8%
education.school.location.locality453,93045393014.5%
education.school.location.name554,93255493217.8%
education.school.location.region470,15147015115.0%
education.school.name597,33259733219.1%
education.school.raw580,96658096618.6%T
education.school.twitter_url454,35745435714.5%
education.school.type587,16658716618.8%
education.school.website552,32055232017.7%
education.start_date537,73653773617.2%
education.summary227,3032273037.3%T
emails2,136,005213600568.4%
emails.address2,136,005213600568.4%
emails.first_seen2,136,005213600568.4%T
emails.last_seen2,136,005213600568.4%T
emails.num_sources2,136,005213600568.4%T
emails.type1,735,755173575555.6%
experience920,93892093829.5%
experience.company914,90291490229.3%
experience.company.facebook_url620,34162034119.9%
experience.company.founded740,42874042823.7%
experience.company.fuzzy_match914,90291490229.3%T
experience.company.id772,13177213124.7%
experience.company.industry767,83876783824.6%
experience.company.linkedin_id764,07776407724.5%
experience.company.linkedin_url772,13177213124.7%
experience.company.location760,78576078524.4%
experience.company.location.address_line_2211,4592114596.8%
experience.company.location.continent760,78576078524.4%
experience.company.location.country760,78576078524.4%
experience.company.location.geo702,92970292922.5%
experience.company.location.locality706,84670684622.6%
experience.company.location.metro507,82950782916.3%
experience.company.location.name760,78576078524.4%
experience.company.location.postal_code522,42652242616.7%
experience.company.location.region732,29473229423.4%
experience.company.location.street_address541,61854161817.3%
experience.company.name914,90291490229.3%
experience.company.raw902,21590221528.9%T
experience.company.size772,13177213124.7%
experience.company.ticker338,96033896010.9%T
experience.company.twitter_url657,59665759621.0%
experience.company.type772,13177213124.7%T
experience.company.website757,20375720324.2%
experience.end_date572,16057216018.3%
experience.first_seen920,93892093829.5%T
experience.is_primary920,93892093829.5%
experience.last_seen920,93892093829.5%T
experience.location_names494,87949487915.8%
experience.num_sources920,93892093829.5%T
experience.start_date604,27360427319.3%
experience.summary551,91555191517.7%T
experience.title670,99767099721.5%
experience.title.levels531,39053139017.0%
experience.title.name670,99767099721.5%
experience.title.raw670,99767099721.5%T
experience.title.role607,00160700119.4%
experience.title.sub_role546,26154626117.5%
facebook_friends62,833628332.0%T
facebook_id233,0892330897.5%
facebook_url414,85541485513.3%
facebook_username414,85541485513.3%
first_name3,124,0263124026100.0%
first_seen3,124,0263124026100.0%T
full_name3,124,0263124026100.0%
gender2,231,889223188971.4%
github_url3,124,0263124026100.0%
github_username3,124,0263124026100.0%
id3,124,0263124026100.0%
industry620,24362024319.9%
inferred_salary497,99349799315.9%T
inferred_years_experience618,04061804019.8%T
interests296,9492969499.5%
job_company_facebook_url245,5252455257.9%
job_company_founded410,58341058313.1%
job_company_id456,24545624514.6%
job_company_industry449,46544946514.4%
job_company_linkedin_id442,71944271914.2%
job_company_linkedin_url456,24545624514.6%
job_company_location_address_line_242,295422951.4%
job_company_location_continent438,99143899114.1%
job_company_location_country438,99143899114.1%
job_company_location_geo366,66236666211.7%
job_company_location_locality374,87737487712.0%
job_company_location_metro240,3092403097.7%
job_company_location_name438,99143899114.1%
job_company_location_postal_code242,4612424617.8%
job_company_location_region407,26140726113.0%
job_company_location_street_address241,8712418717.7%
job_company_name550,08055008017.6%
job_company_size456,24545624514.6%
job_company_ticker111,3691113693.6%T
job_company_twitter_url284,7412847419.1%
job_company_type456,24545624514.6%T
job_company_website427,96942796913.7%
job_history923,93692393629.6%T
job_history.company_id779,87377987325.0%T
job_history.company_name918,34891834829.4%T
job_history.first_seen923,93692393629.6%T
job_history.last_seen923,93692393629.6%T
job_history.num_sources923,93692393629.6%T
job_history.title674,07267407221.6%T
job_last_updated572,68157268118.3%
job_onet_broad_occupation347,31034731011.1%T
job_onet_code347,31034731011.1%T
job_onet_major_group347,31034731011.1%T
job_onet_minor_group347,31034731011.1%T
job_onet_specific_occupation347,31034731011.1%T
job_onet_specific_occupation_detail230,1482301487.4%T
job_start_date426,75042675013.7%
job_summary159,2581592585.1%T
job_title568,83856883818.2%
job_title_levels299,4982994989.6%
job_title_role378,45737845712.1%
job_title_sub_role243,8102438107.8%
languages386,46838646812.4%T
languages.name386,46838646812.4%T
languages.proficiency106,0131060133.4%T
last_initial3,124,0263124026100.0%
last_name3,124,0203124020100.0%
linkedin_connections664,70066470021.3%T
linkedin_id667,37766737721.4%
linkedin_url851,04085104027.2%
linkedin_username851,04085104027.2%
location_address_line_250,650506501.6%
location_continent1,779,017177901756.9%
location_country1,777,570177757056.9%
location_geo1,274,139127413940.8%
location_last_updated640,21364021320.5%
location_locality1,346,842134684243.1%
location_metro571,67257167218.3%
location_name1,779,017177901756.9%
location_names1,410,711141071145.2%
location_postal_code166,9251669255.3%
location_region1,438,942143894246.1%
location_street_address163,6561636565.2%
middle_initial401,23640123612.8%
middle_name308,4273084279.9%
mobile_phone131,5901315904.2%
name_aliases139,3341393344.5%T
num_records3,124,0263124026100.0%T
num_sources3,124,0263124026100.0%T
personal_emails1,596,088159608851.1%
phone_numbers221,5612215617.1%
phones221,5612215617.1%T
phones.first_seen221,5612215617.1%T
phones.last_seen221,5612215617.1%T
phones.num_sources221,5612215617.1%T
phones.number221,5612215617.1%T
possible_birth_dates70,714707142.3%T
possible_emails440,33344033314.1%T
possible_emails.address440,33344033314.1%T
possible_emails.first_seen440,33344033314.1%T
possible_emails.last_seen440,33344033314.1%T
possible_emails.num_sources440,33344033314.1%T
possible_emails.type371,60637160611.9%T
possible_location_names587,25958725918.8%T
possible_phones219,6232196237.0%T
possible_phones.first_seen219,6232196237.0%T
possible_phones.last_seen219,6232196237.0%T
possible_phones.num_sources219,6232196237.0%T
possible_phones.number219,6232196237.0%T
possible_profiles588,48558848518.8%T
possible_profiles.first_seen588,48558848518.8%T
possible_profiles.id88,621886212.8%T
possible_profiles.last_seen588,48558848518.8%T
possible_profiles.network588,48558848518.8%T
possible_profiles.num_sources588,48558848518.8%T
possible_profiles.url588,38758838718.8%T
possible_profiles.username577,55757755718.5%T
possible_street_addresses17,036170360.5%T
possible_street_addresses.address_line_29,65496540.3%T
possible_street_addresses.continent17,036170360.5%T
possible_street_addresses.country17,036170360.5%T
possible_street_addresses.first_seen17,036170360.5%T
possible_street_addresses.geo16,908169080.5%T
possible_street_addresses.last_seen17,036170360.5%T
possible_street_addresses.locality17,036170360.5%T
possible_street_addresses.metro16,314163140.5%T
possible_street_addresses.name17,036170360.5%T
possible_street_addresses.num_sources17,036170360.5%T
possible_street_addresses.postal_code16,650166500.5%T
possible_street_addresses.region17,036170360.5%T
possible_street_addresses.street_address17,036170360.5%T
profiles3,124,0263124026100.0%
profiles.first_seen3,124,0263124026100.0%T
profiles.id774,77477477424.8%
profiles.last_seen3,124,0263124026100.0%T
profiles.network3,124,0263124026100.0%
profiles.num_sources3,124,0263124026100.0%T
profiles.url3,124,0263124026100.0%
profiles.username3,124,0263124026100.0%
regions1,489,528148952847.7%
release_version000.0%
skills687,72768772722.0%
street_addresses218,1572181577.0%
street_addresses.address_line_2119,9001199003.8%
street_addresses.continent218,1572181577.0%
street_addresses.country218,1572181577.0%
street_addresses.first_seen218,1572181577.0%T
street_addresses.geo217,0342170346.9%
street_addresses.last_seen218,1572181577.0%T
street_addresses.locality218,1572181577.0%
street_addresses.metro207,2522072526.6%
street_addresses.name218,1572181577.0%
street_addresses.num_sources218,1572181577.0%T
street_addresses.postal_code216,1962161966.9%
street_addresses.region218,1572181577.0%
street_addresses.street_address218,1572181577.0%
summary601,57660157619.3%T
twitter_url482,17148217115.4%
twitter_username482,17148217115.4%
work_email160,6081606085.1%