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
Field | Count | Numeric | Fill Percentage | Restricted Field |
---|---|---|---|---|
Total | 3,114,917 | 3114917 | 100.0% | |
birth_date | 62,661 | 62661 | 2.0% | |
birth_year | 147,586 | 147586 | 4.7% | |
certifications | 211,963 | 211963 | 6.8% | T |
certifications.end_date | 56,021 | 56021 | 1.8% | T |
certifications.name | 211,963 | 211963 | 6.8% | T |
certifications.organization | 202,811 | 202811 | 6.5% | T |
certifications.start_date | 180,485 | 180485 | 5.8% | T |
countries | 1,794,772 | 1794772 | 57.6% | |
education | 649,370 | 649370 | 20.8% | |
education.degrees | 488,895 | 488895 | 15.7% | |
education.end_date | 596,800 | 596800 | 19.2% | |
education.gpa | 33,022 | 33022 | 1.1% | |
education.majors | 519,216 | 519216 | 16.7% | |
education.minors | 6,888 | 6888 | 0.2% | |
education.raw | 607,055 | 607055 | 19.5% | T |
education.school | 639,911 | 639911 | 20.5% | |
education.school.domain | 594,706 | 594706 | 19.1% | |
education.school.facebook_url | 509,031 | 509031 | 16.3% | |
education.school.id | 598,649 | 598649 | 19.2% | |
education.school.linkedin_id | 595,974 | 595974 | 19.1% | |
education.school.linkedin_url | 595,974 | 595974 | 19.1% | |
education.school.location | 597,366 | 597366 | 19.2% | |
education.school.location.continent | 597,366 | 597366 | 19.2% | |
education.school.location.country | 597,366 | 597366 | 19.2% | |
education.school.location.locality | 494,620 | 494620 | 15.9% | |
education.school.location.name | 597,366 | 597366 | 19.2% | |
education.school.location.region | 511,273 | 511273 | 16.4% | |
education.school.name | 639,899 | 639899 | 20.5% | |
education.school.raw | 623,522 | 623522 | 20.0% | T |
education.school.twitter_url | 492,969 | 492969 | 15.8% | |
education.school.type | 629,627 | 629627 | 20.2% | |
education.school.website | 594,706 | 594706 | 19.1% | |
education.start_date | 582,448 | 582448 | 18.7% | |
education.summary | 253,153 | 253153 | 8.1% | T |
emails | 2,127,893 | 2127893 | 68.3% | |
emails.address | 2,127,893 | 2127893 | 68.3% | |
emails.first_seen | 2,127,893 | 2127893 | 68.3% | T |
emails.last_seen | 2,127,893 | 2127893 | 68.3% | T |
emails.num_sources | 2,127,893 | 2127893 | 68.3% | T |
emails.type | 1,746,646 | 1746646 | 56.1% | |
experience | 970,666 | 970666 | 31.2% | |
experience.company | 964,367 | 964367 | 31.0% | |
experience.company.facebook_url | 699,623 | 699623 | 22.5% | |
experience.company.founded | 781,385 | 781385 | 25.1% | |
experience.company.fuzzy_match | 964,367 | 964367 | 31.0% | T |
experience.company.id | 812,451 | 812451 | 26.1% | |
experience.company.industry | 808,431 | 808431 | 26.0% | |
experience.company.linkedin_id | 812,096 | 812096 | 26.1% | |
experience.company.linkedin_url | 812,451 | 812451 | 26.1% | |
experience.company.location | 802,753 | 802753 | 25.8% | |
experience.company.location.address_line_2 | 230,441 | 230441 | 7.4% | |
experience.company.location.continent | 802,753 | 802753 | 25.8% | |
experience.company.location.country | 802,753 | 802753 | 25.8% | |
experience.company.location.geo | 745,754 | 745754 | 23.9% | |
experience.company.location.locality | 744,594 | 744594 | 23.9% | |
experience.company.location.metro | 545,234 | 545234 | 17.5% | |
experience.company.location.name | 802,753 | 802753 | 25.8% | |
experience.company.location.postal_code | 559,807 | 559807 | 18.0% | |
experience.company.location.region | 776,269 | 776269 | 24.9% | |
experience.company.location.street_address | 572,647 | 572647 | 18.4% | |
experience.company.name | 964,367 | 964367 | 31.0% | |
experience.company.raw | 956,006 | 956006 | 30.7% | T |
experience.company.size | 812,451 | 812451 | 26.1% | |
experience.company.ticker | 369,200 | 369200 | 11.9% | T |
experience.company.twitter_url | 722,057 | 722057 | 23.2% | |
experience.company.type | 812,451 | 812451 | 26.1% | T |
experience.company.website | 798,724 | 798724 | 25.6% | |
experience.end_date | 617,773 | 617773 | 19.8% | |
experience.first_seen | 970,666 | 970666 | 31.2% | T |
experience.is_primary | 970,666 | 970666 | 31.2% | |
experience.last_seen | 970,666 | 970666 | 31.2% | T |
experience.location_names | 562,532 | 562532 | 18.1% | |
experience.num_sources | 970,666 | 970666 | 31.2% | T |
experience.start_date | 651,845 | 651845 | 20.9% | |
experience.summary | 590,168 | 590168 | 18.9% | T |
experience.title | 717,351 | 717351 | 23.0% | |
experience.title.levels | 572,087 | 572087 | 18.4% | |
experience.title.name | 717,351 | 717351 | 23.0% | |
experience.title.raw | 717,351 | 717351 | 23.0% | T |
experience.title.role | 652,855 | 652855 | 21.0% | |
experience.title.sub_role | 590,946 | 590946 | 19.0% | |
facebook_friends | 74,608 | 74608 | 2.4% | T |
facebook_id | 267,712 | 267712 | 8.6% | |
facebook_url | 430,964 | 430964 | 13.8% | |
facebook_username | 430,964 | 430964 | 13.8% | |
first_name | 3,114,917 | 3114917 | 100.0% | |
first_seen | 3,114,917 | 3114917 | 100.0% | T |
full_name | 3,114,917 | 3114917 | 100.0% | |
gender | 2,229,847 | 2229847 | 71.6% | |
github_url | 3,114,917 | 3114917 | 100.0% | |
github_username | 3,114,917 | 3114917 | 100.0% | |
id | 3,114,917 | 3114917 | 100.0% | |
industry | 669,057 | 669057 | 21.5% | |
inferred_salary | 540,595 | 540595 | 17.4% | T |
inferred_years_experience | 664,638 | 664638 | 21.3% | T |
interests | 320,600 | 320600 | 10.3% | |
job_company_facebook_url | 324,925 | 324925 | 10.4% | |
job_company_founded | 454,273 | 454273 | 14.6% | |
job_company_id | 505,590 | 505590 | 16.2% | |
job_company_industry | 497,626 | 497626 | 16.0% | |
job_company_linkedin_id | 505,017 | 505017 | 16.2% | |
job_company_linkedin_url | 505,590 | 505590 | 16.2% | |
job_company_location_address_line_2 | 47,606 | 47606 | 1.5% | |
job_company_location_continent | 487,723 | 487723 | 15.7% | |
job_company_location_country | 487,708 | 487708 | 15.7% | |
job_company_location_geo | 413,114 | 413114 | 13.3% | |
job_company_location_locality | 417,049 | 417049 | 13.4% | |
job_company_location_metro | 278,982 | 278982 | 9.0% | |
job_company_location_name | 487,723 | 487723 | 15.7% | |
job_company_location_postal_code | 277,737 | 277737 | 8.9% | |
job_company_location_region | 456,285 | 456285 | 14.6% | |
job_company_location_street_address | 262,453 | 262453 | 8.4% | |
job_company_name | 596,556 | 596556 | 19.2% | |
job_company_size | 505,590 | 505590 | 16.2% | |
job_company_ticker | 126,112 | 126112 | 4.0% | T |
job_company_twitter_url | 366,701 | 366701 | 11.8% | |
job_company_type | 505,590 | 505590 | 16.2% | T |
job_company_website | 477,390 | 477390 | 15.3% | |
job_history | 973,030 | 973030 | 31.2% | T |
job_history.company_id | 820,082 | 820082 | 26.3% | T |
job_history.company_name | 967,283 | 967283 | 31.1% | T |
job_history.first_seen | 973,030 | 973030 | 31.2% | T |
job_history.last_seen | 973,030 | 973030 | 31.2% | T |
job_history.num_sources | 973,030 | 973030 | 31.2% | T |
job_history.title | 719,819 | 719819 | 23.1% | T |
job_last_updated | 621,855 | 621855 | 20.0% | |
job_onet_broad_occupation | 379,395 | 379395 | 12.2% | T |
job_onet_code | 379,395 | 379395 | 12.2% | T |
job_onet_major_group | 379,395 | 379395 | 12.2% | T |
job_onet_minor_group | 379,395 | 379395 | 12.2% | T |
job_onet_specific_occupation | 379,395 | 379395 | 12.2% | T |
job_onet_specific_occupation_detail | 251,824 | 251824 | 8.1% | T |
job_start_date | 448,351 | 448351 | 14.4% | |
job_summary | 165,027 | 165027 | 5.3% | T |
job_title | 615,550 | 615550 | 19.8% | |
job_title_levels | 319,889 | 319889 | 10.3% | |
job_title_role | 414,173 | 414173 | 13.3% | |
job_title_sub_role | 269,909 | 269909 | 8.7% | |
languages | 417,641 | 417641 | 13.4% | T |
languages.name | 417,641 | 417641 | 13.4% | T |
languages.proficiency | 114,056 | 114056 | 3.7% | T |
last_initial | 3,114,917 | 3114917 | 100.0% | |
last_name | 3,114,908 | 3114908 | 100.0% | |
linkedin_connections | 707,664 | 707664 | 22.7% | T |
linkedin_id | 707,086 | 707086 | 22.7% | |
linkedin_url | 861,427 | 861427 | 27.7% | |
linkedin_username | 861,427 | 861427 | 27.7% | |
location_address_line_2 | 56,507 | 56507 | 1.8% | |
location_continent | 1,792,010 | 1792010 | 57.5% | |
location_country | 1,790,601 | 1790601 | 57.5% | |
location_geo | 1,294,361 | 1294361 | 41.6% | |
location_last_updated | 685,340 | 685340 | 22.0% | |
location_locality | 1,366,987 | 1366987 | 43.9% | |
location_metro | 590,096 | 590096 | 18.9% | |
location_name | 1,792,010 | 1792010 | 57.5% | |
location_names | 1,428,886 | 1428886 | 45.9% | |
location_postal_code | 186,805 | 186805 | 6.0% | |
location_region | 1,456,503 | 1456503 | 46.8% | |
location_street_address | 184,263 | 184263 | 5.9% | |
middle_initial | 419,921 | 419921 | 13.5% | |
middle_name | 314,353 | 314353 | 10.1% | |
mobile_phone | 168,966 | 168966 | 5.4% | |
name_aliases | 159,449 | 159449 | 5.1% | T |
num_records | 3,114,917 | 3114917 | 100.0% | T |
num_sources | 3,114,917 | 3114917 | 100.0% | T |
personal_emails | 1,599,432 | 1599432 | 51.3% | |
phone_numbers | 372,126 | 372126 | 11.9% | |
phones | 372,126 | 372126 | 11.9% | T |
phones.first_seen | 372,126 | 372126 | 11.9% | T |
phones.last_seen | 372,126 | 372126 | 11.9% | T |
phones.num_sources | 372,126 | 372126 | 11.9% | T |
phones.number | 372,126 | 372126 | 11.9% | T |
possible_birth_dates | 81,413 | 81413 | 2.6% | T |
possible_emails | 449,570 | 449570 | 14.4% | T |
possible_emails.address | 449,570 | 449570 | 14.4% | T |
possible_emails.first_seen | 449,570 | 449570 | 14.4% | T |
possible_emails.last_seen | 449,570 | 449570 | 14.4% | T |
possible_emails.num_sources | 449,570 | 449570 | 14.4% | T |
possible_emails.type | 378,713 | 378713 | 12.2% | T |
possible_location_names | 668,688 | 668688 | 21.5% | T |
possible_phones | 220,738 | 220738 | 7.1% | T |
possible_phones.first_seen | 220,738 | 220738 | 7.1% | T |
possible_phones.last_seen | 220,738 | 220738 | 7.1% | T |
possible_phones.num_sources | 220,738 | 220738 | 7.1% | T |
possible_phones.number | 220,738 | 220738 | 7.1% | T |
possible_profiles | 587,329 | 587329 | 18.9% | T |
possible_profiles.first_seen | 587,329 | 587329 | 18.9% | T |
possible_profiles.id | 90,234 | 90234 | 2.9% | T |
possible_profiles.last_seen | 587,329 | 587329 | 18.9% | T |
possible_profiles.network | 587,329 | 587329 | 18.9% | T |
possible_profiles.num_sources | 587,329 | 587329 | 18.9% | T |
possible_profiles.url | 587,245 | 587245 | 18.9% | T |
possible_profiles.username | 577,068 | 577068 | 18.5% | T |
possible_street_addresses | 19,674 | 19674 | 0.6% | T |
possible_street_addresses.address_line_2 | 10,707 | 10707 | 0.3% | T |
possible_street_addresses.continent | 19,674 | 19674 | 0.6% | T |
possible_street_addresses.country | 19,674 | 19674 | 0.6% | T |
possible_street_addresses.first_seen | 19,674 | 19674 | 0.6% | T |
possible_street_addresses.geo | 19,521 | 19521 | 0.6% | T |
possible_street_addresses.last_seen | 19,674 | 19674 | 0.6% | T |
possible_street_addresses.locality | 19,674 | 19674 | 0.6% | T |
possible_street_addresses.metro | 18,736 | 18736 | 0.6% | T |
possible_street_addresses.name | 19,674 | 19674 | 0.6% | T |
possible_street_addresses.num_sources | 19,674 | 19674 | 0.6% | T |
possible_street_addresses.postal_code | 19,269 | 19269 | 0.6% | T |
possible_street_addresses.region | 19,674 | 19674 | 0.6% | T |
possible_street_addresses.street_address | 19,674 | 19674 | 0.6% | T |
profiles | 3,114,917 | 3114917 | 100.0% | |
profiles.first_seen | 3,114,917 | 3114917 | 100.0% | T |
profiles.id | 811,607 | 811607 | 26.1% | |
profiles.last_seen | 3,114,917 | 3114917 | 100.0% | T |
profiles.network | 3,114,917 | 3114917 | 100.0% | |
profiles.num_sources | 3,114,917 | 3114917 | 100.0% | T |
profiles.url | 3,114,917 | 3114917 | 100.0% | |
profiles.username | 3,114,917 | 3114917 | 100.0% | |
recommended_personal_email | 1,599,432 | 1599432 | 51.3% | T |
regions | 1,505,797 | 1505797 | 48.3% | |
release_version | 0 | 0 | 0.0% | |
skills | 725,939 | 725939 | 23.3% | |
street_addresses | 244,625 | 244625 | 7.9% | |
street_addresses.address_line_2 | 135,121 | 135121 | 4.3% | |
street_addresses.continent | 244,625 | 244625 | 7.9% | |
street_addresses.country | 244,625 | 244625 | 7.9% | |
street_addresses.first_seen | 244,625 | 244625 | 7.9% | T |
street_addresses.geo | 243,493 | 243493 | 7.8% | |
street_addresses.last_seen | 244,625 | 244625 | 7.9% | T |
street_addresses.locality | 244,625 | 244625 | 7.9% | |
street_addresses.metro | 233,140 | 233140 | 7.5% | |
street_addresses.name | 244,625 | 244625 | 7.9% | |
street_addresses.num_sources | 244,625 | 244625 | 7.9% | T |
street_addresses.postal_code | 242,367 | 242367 | 7.8% | |
street_addresses.region | 244,625 | 244625 | 7.9% | |
street_addresses.street_address | 244,625 | 244625 | 7.9% | |
summary | 645,335 | 645335 | 20.7% | T |
twitter_url | 483,442 | 483442 | 15.5% | |
twitter_username | 483,442 | 483442 | 15.5% | |
work_email | 253,556 | 253556 | 8.1% |
Updated 16 days ago