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
Total3,124,4133124413100.0%
birth_date45,980459801.5%
birth_year112,8101128103.6%
certifications194,4501944506.2%T
certifications.end_date49,913499131.6%T
certifications.name194,4501944506.2%T
certifications.organization185,5541855545.9%T
certifications.start_date164,8921648925.3%T
countries1,779,071177907156.9%
education603,78560378519.3%
education.degrees448,61544861514.4%
education.end_date551,62855162817.7%
education.gpa26,941269410.9%
education.majors474,04347404315.2%
education.minors5,76957690.2%
education.raw561,63556163518.0%T
education.school594,46259446219.0%
education.school.domain549,61054961017.6%
education.school.facebook_url467,67046767015.0%
education.school.id553,50155350117.7%
education.school.linkedin_id550,90355090317.6%
education.school.linkedin_url550,90355090317.6%
education.school.location552,23955223917.7%
education.school.location.continent552,23955223917.7%
education.school.location.country552,23955223917.7%
education.school.location.locality451,27145127114.4%
education.school.location.name552,23955223917.7%
education.school.location.region467,48246748215.0%
education.school.name594,45059445019.0%
education.school.raw578,09557809518.5%T
education.school.twitter_url451,92045192014.5%
education.school.type584,27958427918.7%
education.school.website549,61054961017.6%
education.start_date536,54253654217.2%
education.summary227,0502270507.3%T
emails2,136,366213636668.4%
emails.address2,136,366213636668.4%
emails.first_seen2,136,366213636668.4%T
emails.last_seen2,136,366213636668.4%T
emails.num_sources2,136,366213636668.4%T
emails.type1,735,690173569055.6%
experience920,01992001929.4%
experience.company914,00591400529.3%
experience.company.facebook_url619,99761999719.8%
experience.company.founded736,34473634423.6%
experience.company.fuzzy_match914,00591400529.3%T
experience.company.id772,22477222424.7%
experience.company.industry767,04476704424.6%
experience.company.linkedin_id764,41276441224.5%
experience.company.linkedin_url772,22477222424.7%
experience.company.location759,31575931524.3%
experience.company.location.address_line_2222,3962223967.1%
experience.company.location.continent759,31575931524.3%
experience.company.location.country759,31575931524.3%
experience.company.location.geo698,54769854722.4%
experience.company.location.locality703,90770390722.5%
experience.company.location.metro504,49550449516.1%
experience.company.location.name759,31575931524.3%
experience.company.location.postal_code516,85351685316.5%
experience.company.location.region726,43272643223.3%
experience.company.location.street_address536,74853674817.2%
experience.company.name914,00591400529.3%
experience.company.raw901,31090131028.8%T
experience.company.size772,22477222424.7%
experience.company.ticker337,01833701810.8%T
experience.company.twitter_url657,70665770621.1%
experience.company.type772,22477222424.7%T
experience.company.website756,28475628424.2%
experience.end_date570,99457099418.3%
experience.first_seen920,01992001929.4%T
experience.is_primary920,01992001929.4%
experience.last_seen920,01992001929.4%T
experience.location_names493,27949327915.8%
experience.num_sources920,01992001929.4%T
experience.start_date603,61660361619.3%
experience.summary551,03255103217.6%T
experience.title669,95266995221.4%
experience.title.levels526,68952668916.9%
experience.title.name669,95266995221.4%
experience.title.raw669,95266995221.4%T
experience.title.role605,51760551719.4%
experience.title.sub_role544,19954419917.4%
facebook_friends62,522625222.0%T
facebook_id231,9542319547.4%
facebook_url414,04641404613.3%
facebook_username414,04641404613.3%
first_name3,124,4133124413100.0%
first_seen3,124,4133124413100.0%T
full_name3,124,4133124413100.0%
gender2,231,861223186171.4%
github_url3,124,4133124413100.0%
github_username3,124,4133124413100.0%
id3,124,4133124413100.0%
industry619,62361962319.8%
inferred_salary497,74149774115.9%T
inferred_years_experience616,94561694519.7%T
interests296,4962964969.5%
job_company_facebook_url246,1972461977.9%
job_company_founded407,68440768413.0%
job_company_id454,65045465014.6%
job_company_industry450,46745046714.4%
job_company_linkedin_id441,08044108014.1%
job_company_linkedin_url454,65045465014.6%
job_company_location_address_line_247,429474291.5%
job_company_location_continent437,24443724414.0%
job_company_location_country437,24443724414.0%
job_company_location_geo363,01636301611.6%
job_company_location_locality371,63037163011.9%
job_company_location_metro237,7212377217.6%
job_company_location_name437,24443724414.0%
job_company_location_postal_code239,1932391937.7%
job_company_location_region401,26240126212.8%
job_company_location_street_address243,1202431207.8%
job_company_name547,72854772817.5%
job_company_size454,65045465014.6%
job_company_ticker111,0891110893.6%T
job_company_twitter_url286,0482860489.2%
job_company_type454,65045465014.6%T
job_company_website426,90742690713.7%
job_history922,94892294829.5%T
job_history.company_id779,77477977425.0%T
job_history.company_name917,37291737229.4%T
job_history.first_seen922,94892294829.5%T
job_history.last_seen922,94892294829.5%T
job_history.num_sources922,94892294829.5%T
job_history.title672,92467292421.5%T
job_last_updated570,04057004018.2%
job_onet_broad_occupation242,6582426587.8%T
job_onet_code242,6582426587.8%T
job_onet_major_group242,6582426587.8%T
job_onet_minor_group242,6582426587.8%T
job_onet_specific_occupation242,6582426587.8%T
job_onet_title201,4222014226.4%T
job_start_date445,29244529214.3%
job_summary171,5521715525.5%T
job_title568,47656847618.2%
job_title_levels297,2772972779.5%
job_title_role378,32937832912.1%
job_title_sub_role244,4762444767.8%
languages384,85038485012.3%T
languages.name384,85038485012.3%T
languages.proficiency106,4281064283.4%T
last_initial3,124,4133124413100.0%
last_name3,124,4113124411100.0%
linkedin_connections663,60066360021.2%T
linkedin_id666,22666622621.3%
linkedin_url850,04985004927.2%
linkedin_username850,04985004927.2%
location_address_line_247,530475301.5%
location_continent1,776,181177618156.8%
location_country1,774,729177472956.8%
location_geo1,269,455126945540.6%
location_last_updated637,55363755320.4%
location_locality1,342,270134227043.0%
location_metro568,63456863418.2%
location_name1,776,181177618156.8%
location_names1,406,376140637645.0%
location_postal_code159,5511595515.1%
location_region1,434,259143425945.9%
location_street_address155,9021559025.0%
middle_initial398,93039893012.8%
middle_name307,8433078439.9%
mobile_phone129,7891297894.2%
name_aliases123,2751232753.9%T
num_records3,124,4133124413100.0%T
num_sources3,124,4133124413100.0%T
personal_emails1,596,031159603151.1%
phone_numbers217,4412174417.0%
phones217,4412174417.0%T
phones.first_seen217,4412174417.0%T
phones.last_seen217,4412174417.0%T
phones.num_sources217,4412174417.0%T
phones.number217,4412174417.0%T
possible_birth_dates62,894628942.0%T
possible_emails440,03044003014.1%T
possible_emails.address440,03044003014.1%T
possible_emails.first_seen440,03044003014.1%T
possible_emails.last_seen440,03044003014.1%T
possible_emails.num_sources440,03044003014.1%T
possible_emails.type371,21737121711.9%T
possible_location_names584,31258431218.7%T
possible_phones219,6202196207.0%T
possible_phones.first_seen219,6202196207.0%T
possible_phones.last_seen219,6202196207.0%T
possible_phones.num_sources219,6202196207.0%T
possible_phones.number219,6202196207.0%T
possible_profiles588,37758837718.8%T
possible_profiles.first_seen588,37758837718.8%T
possible_profiles.id88,486884862.8%T
possible_profiles.last_seen588,37758837718.8%T
possible_profiles.network588,37758837718.8%T
possible_profiles.num_sources588,37758837718.8%T
possible_profiles.url588,27958827918.8%T
possible_profiles.username577,44257744218.5%T
possible_street_addresses17,033170330.5%T
possible_street_addresses.address_line_29,70197010.3%T
possible_street_addresses.continent17,033170330.5%T
possible_street_addresses.country17,033170330.5%T
possible_street_addresses.first_seen17,033170330.5%T
possible_street_addresses.geo16,905169050.5%T
possible_street_addresses.last_seen17,033170330.5%T
possible_street_addresses.locality17,033170330.5%T
possible_street_addresses.metro16,313163130.5%T
possible_street_addresses.name17,033170330.5%T
possible_street_addresses.num_sources17,033170330.5%T
possible_street_addresses.postal_code16,653166530.5%T
possible_street_addresses.region17,033170330.5%T
possible_street_addresses.street_address17,033170330.5%T
profiles3,124,4133124413100.0%
profiles.first_seen3,124,4133124413100.0%T
profiles.id773,66177366124.8%
profiles.last_seen3,124,4133124413100.0%T
profiles.network3,124,4133124413100.0%
profiles.num_sources3,124,4133124413100.0%T
profiles.url3,124,4133124413100.0%
profiles.username3,124,4133124413100.0%
regions1,485,412148541247.5%
release_version000.0%
skills687,25568725522.0%
street_addresses204,4722044726.5%
street_addresses.address_line_2113,9391139393.6%
street_addresses.continent204,4722044726.5%
street_addresses.country204,4722044726.5%
street_addresses.first_seen204,4722044726.5%T
street_addresses.geo203,4002034006.5%
street_addresses.last_seen204,4722044726.5%T
street_addresses.locality204,4722044726.5%
street_addresses.metro194,4831944836.2%
street_addresses.name204,4722044726.5%
street_addresses.num_sources204,4722044726.5%T
street_addresses.postal_code202,5372025376.5%
street_addresses.region204,4722044726.5%
street_addresses.street_address204,4722044726.5%
summary600,97660097619.2%T
twitter_url481,71248171215.4%
twitter_username481,71248171215.4%
update_log3,124,4133124413100.0%
update_log.record_update3,124,4133124413100.0%
work_email167,1531671535.3%

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