Resume Stats
All Records Have -- Linkedin URL
Description
The Resume Slice Dataset is a subset of our full Person Dataset and is composed of all the records containing a LinkedIn URL in the profiles array. The table below summarizes some key statistics and fill rates for fields within this dataset. Premium fields are not accessible by default.
Common Use Cases
Candidate Search, Prospect Search, Custom Audiences, Career Path Prediction/Labor Force Modeling, Investment Sourcing
Field | Count | Numeric | Fill Percentage |
---|---|---|---|
Total | 764,120,525 | 764120525 | 100.0% |
birth_date | 9,914,154 | 9914154 | 1.3% |
birth_year | 16,154,489 | 16154489 | 2.1% |
certifications | 60,646,185 | 60646185 | 7.9% |
certifications.end_date | 47,802,171 | 47802171 | 6.3% |
certifications.name | 60,646,185 | 60646185 | 7.9% |
certifications.organization | 59,509,295 | 59509295 | 7.8% |
certifications.start_date | 50,502,569 | 50502569 | 6.6% |
countries | 752,693,967 | 752693967 | 98.5% |
education | 314,801,590 | 314801590 | 41.2% |
education.degrees | 165,272,735 | 165272735 | 21.6% |
education.end_date | 271,494,498 | 271494498 | 35.5% |
education.gpa | 10,177,973 | 10177973 | 1.3% |
education.majors | 201,151,484 | 201151484 | 26.3% |
education.minors | 1,586,815 | 1586815 | 0.2% |
education.raw | 268,560,686 | 268560686 | 35.1% |
education.school | 303,204,716 | 303204716 | 39.7% |
education.school.domain | 261,241,834 | 261241834 | 34.2% |
education.school.facebook_url | 194,581,515 | 194581515 | 25.5% |
education.school.id | 268,160,770 | 268160770 | 35.1% |
education.school.linkedin_id | 268,160,770 | 268160770 | 35.1% |
education.school.linkedin_url | 268,160,770 | 268160770 | 35.1% |
education.school.location | 252,074,275 | 252074275 | 33.0% |
education.school.location.continent | 252,074,275 | 252074275 | 33.0% |
education.school.location.country | 252,074,168 | 252074168 | 33.0% |
education.school.location.locality | 216,847,815 | 216847815 | 28.4% |
education.school.location.name | 252,074,275 | 252074275 | 33.0% |
education.school.location.region | 239,897,670 | 239897670 | 31.4% |
education.school.name | 303,161,220 | 303161220 | 39.7% |
education.school.raw | 303,204,716 | 303204716 | 39.7% |
education.school.twitter_url | 184,779,673 | 184779673 | 24.2% |
education.school.type | 292,615,046 | 292615046 | 38.3% |
education.school.website | 261,241,834 | 261241834 | 34.2% |
education.start_date | 276,567,184 | 276567184 | 36.2% |
education.summary | 62,297,608 | 62297608 | 8.2% |
emails | 201,066,387 | 201066387 | 26.3% |
emails.address | 201,066,387 | 201066387 | 26.3% |
emails.first_seen | 201,066,387 | 201066387 | 26.3% |
emails.last_seen | 201,066,387 | 201066387 | 26.3% |
emails.num_sources | 201,066,387 | 201066387 | 26.3% |
emails.type | 183,506,266 | 183506266 | 24.0% |
experience | 548,882,321 | 548882321 | 71.8% |
experience.company | 521,729,333 | 521729333 | 68.3% |
experience.company.facebook_url | 259,169,878 | 259169878 | 33.9% |
experience.company.founded | 322,543,369 | 322543369 | 42.2% |
experience.company.id | 399,202,805 | 399202805 | 52.2% |
experience.company.industry | 387,166,918 | 387166918 | 50.7% |
experience.company.linkedin_id | 399,202,805 | 399202805 | 52.2% |
experience.company.linkedin_url | 399,202,805 | 399202805 | 52.2% |
experience.company.location | 382,586,123 | 382586123 | 50.1% |
experience.company.location.address_line_2 | 68,304,279 | 68304279 | 8.9% |
experience.company.location.continent | 381,936,086 | 381936086 | 50.0% |
experience.company.location.country | 382,579,427 | 382579427 | 50.1% |
experience.company.location.geo | 325,806,447 | 325806447 | 42.6% |
experience.company.location.locality | 331,213,097 | 331213097 | 43.3% |
experience.company.location.metro | 148,455,169 | 148455169 | 19.4% |
experience.company.location.name | 382,586,123 | 382586123 | 50.1% |
experience.company.location.postal_code | 288,810,102 | 288810102 | 37.8% |
experience.company.location.region | 354,597,265 | 354597265 | 46.4% |
experience.company.location.street_address | 301,684,812 | 301684812 | 39.5% |
experience.company.name | 521,729,333 | 521729333 | 68.3% |
experience.company.raw | 521,727,162 | 521727162 | 68.3% |
experience.company.size | 399,202,805 | 399202805 | 52.2% |
experience.company.ticker | 95,819,865 | 95819865 | 12.5% |
experience.company.twitter_url | 252,972,722 | 252972722 | 33.1% |
experience.company.type | 399,202,805 | 399202805 | 52.2% |
experience.company.website | 368,014,648 | 368014648 | 48.2% |
experience.end_date | 242,703,530 | 242703530 | 31.8% |
experience.first_seen | 548,882,321 | 548882321 | 71.8% |
experience.is_primary | 548,882,321 | 548882321 | 71.8% |
experience.last_seen | 548,882,321 | 548882321 | 71.8% |
experience.location_names | 230,192,886 | 230192886 | 30.1% |
experience.num_sources | 548,882,321 | 548882321 | 71.8% |
experience.start_date | 336,383,868 | 336383868 | 44.0% |
experience.summary | 157,478,546 | 157478546 | 20.6% |
experience.title | 546,963,996 | 546963996 | 71.6% |
experience.title.class | 361,736,507 | 361736507 | 47.3% |
experience.title.levels | 188,335,352 | 188335352 | 24.6% |
experience.title.name | 546,963,996 | 546963996 | 71.6% |
experience.title.raw | 546,963,996 | 546963996 | 71.6% |
experience.title.role | 361,736,507 | 361736507 | 47.3% |
experience.title.sub_role | 316,902,055 | 316902055 | 41.5% |
facebook_friends | 6,421,221 | 6421221 | 0.8% |
facebook_id | 31,273,739 | 31273739 | 4.1% |
facebook_url | 30,335,243 | 30335243 | 4.0% |
facebook_username | 30,335,243 | 30335243 | 4.0% |
first_name | 764,120,525 | 764120525 | 100.0% |
first_seen | 764,120,525 | 764120525 | 100.0% |
full_name | 764,120,525 | 764120525 | 100.0% |
github_url | 983,953 | 983953 | 0.1% |
github_username | 983,953 | 983953 | 0.1% |
headline | 76,751,762 | 76751762 | 10.0% |
id | 764,120,525 | 764120525 | 100.0% |
industry | 401,827,439 | 401827439 | 52.6% |
inferred_salary | 259,607,920 | 259607920 | 34.0% |
inferred_years_experience | 332,584,144 | 332584144 | 43.5% |
interests | 35,716,823 | 35716823 | 4.7% |
job_company_12mo_employee_growth_rate | 309,419,363 | 309419363 | 40.5% |
job_company_employee_count | 313,698,678 | 313698678 | 41.1% |
job_company_facebook_url | 158,085,913 | 158085913 | 20.7% |
job_company_founded | 227,009,329 | 227009329 | 29.7% |
job_company_id | 313,725,128 | 313725128 | 41.1% |
job_company_industry | 300,721,830 | 300721830 | 39.4% |
job_company_inferred_revenue | 313,698,678 | 313698678 | 41.1% |
job_company_linkedin_id | 313,725,128 | 313725128 | 41.1% |
job_company_linkedin_url | 313,725,128 | 313725128 | 41.1% |
job_company_location_address_line_2 | 27,562,437 | 27562437 | 3.6% |
job_company_location_continent | 293,962,148 | 293962148 | 38.5% |
job_company_location_country | 294,780,169 | 294780169 | 38.6% |
job_company_location_geo | 227,943,342 | 227943342 | 29.8% |
job_company_location_locality | 234,508,672 | 234508672 | 30.7% |
job_company_location_metro | 90,303,465 | 90303465 | 11.8% |
job_company_location_name | 294,790,672 | 294790672 | 38.6% |
job_company_location_postal_code | 194,980,911 | 194980911 | 25.5% |
job_company_location_region | 263,535,319 | 263535319 | 34.5% |
job_company_location_street_address | 204,120,908 | 204120908 | 26.7% |
job_company_name | 458,409,451 | 458409451 | 60.0% |
job_company_size | 313,725,128 | 313725128 | 41.1% |
job_company_ticker | 46,801,729 | 46801729 | 6.1% |
job_company_total_funding_raised | 62,321,020 | 62321020 | 8.2% |
job_company_twitter_url | 154,490,443 | 154490443 | 20.2% |
job_company_type | 313,725,128 | 313725128 | 41.1% |
job_company_website | 277,419,451 | 277419451 | 36.3% |
job_history | 548,960,905 | 548960905 | 71.8% |
job_history.company_id | 402,520,409 | 402520409 | 52.7% |
job_history.company_name | 522,134,726 | 522134726 | 68.3% |
job_history.first_seen | 548,960,905 | 548960905 | 71.8% |
job_history.last_seen | 548,960,905 | 548960905 | 71.8% |
job_history.num_sources | 548,960,905 | 548960905 | 71.8% |
job_history.title | 547,064,973 | 547064973 | 71.6% |
job_last_changed | 487,432,420 | 487432420 | 63.8% |
job_last_verified | 487,432,420 | 487432420 | 63.8% |
job_onet_broad_occupation | 222,802,105 | 222802105 | 29.2% |
job_onet_code | 222,802,105 | 222802105 | 29.2% |
job_onet_major_group | 222,802,105 | 222802105 | 29.2% |
job_onet_minor_group | 222,802,105 | 222802105 | 29.2% |
job_onet_specific_occupation | 222,802,105 | 222802105 | 29.2% |
job_onet_specific_occupation_detail | 88,261,219 | 88261219 | 11.6% |
job_start_date | 277,145,736 | 277145736 | 36.3% |
job_summary | 68,363,880 | 68363880 | 8.9% |
job_title | 485,818,155 | 485818155 | 63.6% |
job_title_class | 271,806,022 | 271806022 | 35.6% |
job_title_levels | 122,363,940 | 122363940 | 16.0% |
job_title_role | 271,806,022 | 271806022 | 35.6% |
job_title_sub_role | 221,733,696 | 221733696 | 29.0% |
languages | 83,287,605 | 83287605 | 10.9% |
languages.name | 83,287,605 | 83287605 | 10.9% |
languages.proficiency | 22,662,912 | 22662912 | 3.0% |
last_initial | 764,120,525 | 764120525 | 100.0% |
last_name | 751,713,615 | 751713615 | 98.4% |
linkedin_connections | 472,201,916 | 472201916 | 61.8% |
linkedin_id | 476,523,054 | 476523054 | 62.4% |
linkedin_url | 706,337,121 | 706337121 | 92.4% |
linkedin_username | 706,337,121 | 706337121 | 92.4% |
location_address_line_2 | 3,617,853 | 3617853 | 0.5% |
location_continent | 752,707,086 | 752707086 | 98.5% |
location_country | 752,652,502 | 752652502 | 98.5% |
location_geo | 497,420,196 | 497420196 | 65.1% |
location_last_updated | 730,295,979 | 730295979 | 95.6% |
location_locality | 511,496,071 | 511496071 | 66.9% |
location_metro | 140,852,207 | 140852207 | 18.4% |
location_name | 752,707,086 | 752707086 | 98.5% |
location_names | 511,496,071 | 511496071 | 66.9% |
location_postal_code | 27,140,590 | 27140590 | 3.6% |
location_region | 551,655,672 | 551655672 | 72.2% |
location_street_address | 27,179,507 | 27179507 | 3.6% |
middle_initial | 125,410,627 | 125410627 | 16.4% |
middle_name | 112,004,560 | 112004560 | 14.7% |
mobile_phone | 56,133,632 | 56133632 | 7.3% |
name_aliases | 39,641,259 | 39641259 | 5.2% |
num_records | 764,120,525 | 764120525 | 100.0% |
num_sources | 764,120,525 | 764120525 | 100.0% |
personal_emails | 91,767,314 | 91767314 | 12.0% |
phone_numbers | 79,527,021 | 79527021 | 10.4% |
phones | 79,527,021 | 79527021 | 10.4% |
phones.first_seen | 79,527,021 | 79527021 | 10.4% |
phones.last_seen | 79,527,021 | 79527021 | 10.4% |
phones.num_sources | 79,527,021 | 79527021 | 10.4% |
phones.number | 79,527,021 | 79527021 | 10.4% |
possible_birth_dates | 8,131,873 | 8131873 | 1.1% |
possible_emails | 73,474,435 | 73474435 | 9.6% |
possible_emails.address | 73,474,435 | 73474435 | 9.6% |
possible_emails.first_seen | 73,474,435 | 73474435 | 9.6% |
possible_emails.last_seen | 73,474,435 | 73474435 | 9.6% |
possible_emails.num_sources | 73,474,435 | 73474435 | 9.6% |
possible_emails.type | 63,601,507 | 63601507 | 8.3% |
possible_location_names | 314,174,394 | 314174394 | 41.1% |
possible_phones | 22,416,514 | 22416514 | 2.9% |
possible_phones.first_seen | 22,416,514 | 22416514 | 2.9% |
possible_phones.last_seen | 22,416,514 | 22416514 | 2.9% |
possible_phones.num_sources | 22,416,514 | 22416514 | 2.9% |
possible_phones.number | 22,416,514 | 22416514 | 2.9% |
possible_profiles | 15,592,329 | 15592329 | 2.0% |
possible_profiles.first_seen | 15,592,329 | 15592329 | 2.0% |
possible_profiles.id | 11,059,575 | 11059575 | 1.4% |
possible_profiles.last_seen | 15,592,329 | 15592329 | 2.0% |
possible_profiles.network | 15,592,329 | 15592329 | 2.0% |
possible_profiles.num_sources | 15,592,329 | 15592329 | 2.0% |
possible_profiles.url | 15,592,329 | 15592329 | 2.0% |
possible_profiles.username | 14,740,068 | 14740068 | 1.9% |
possible_street_addresses | 10,333,634 | 10333634 | 1.4% |
possible_street_addresses.address_line_2 | 3,682,092 | 3682092 | 0.5% |
possible_street_addresses.continent | 10,333,634 | 10333634 | 1.4% |
possible_street_addresses.country | 10,333,632 | 10333632 | 1.4% |
possible_street_addresses.first_seen | 10,333,634 | 10333634 | 1.4% |
possible_street_addresses.geo | 10,266,583 | 10266583 | 1.3% |
possible_street_addresses.last_seen | 10,333,634 | 10333634 | 1.4% |
possible_street_addresses.locality | 10,325,263 | 10325263 | 1.4% |
possible_street_addresses.metro | 9,380,534 | 9380534 | 1.2% |
possible_street_addresses.name | 10,333,634 | 10333634 | 1.4% |
possible_street_addresses.num_sources | 10,333,634 | 10333634 | 1.4% |
possible_street_addresses.postal_code | 10,296,387 | 10296387 | 1.3% |
possible_street_addresses.region | 10,333,438 | 10333438 | 1.4% |
possible_street_addresses.street_address | 10,333,634 | 10333634 | 1.4% |
profiles | 764,120,525 | 764120525 | 100.0% |
profiles.first_seen | 764,120,525 | 764120525 | 100.0% |
profiles.id | 504,822,662 | 504822662 | 66.1% |
profiles.last_seen | 764,120,525 | 764120525 | 100.0% |
profiles.network | 764,120,525 | 764120525 | 100.0% |
profiles.num_sources | 764,120,525 | 764120525 | 100.0% |
profiles.url | 764,120,525 | 764120525 | 100.0% |
profiles.username | 764,120,525 | 764120525 | 100.0% |
recommended_personal_email | 91,765,498 | 91765498 | 12.0% |
regions | 555,171,604 | 555171604 | 72.7% |
sex | 535,039,309 | 535039309 | 70.0% |
skills | 136,789,438 | 136789438 | 17.9% |
street_addresses | 35,167,689 | 35167689 | 4.6% |
street_addresses.address_line_2 | 16,827,489 | 16827489 | 2.2% |
street_addresses.continent | 35,167,689 | 35167689 | 4.6% |
street_addresses.country | 35,167,648 | 35167648 | 4.6% |
street_addresses.first_seen | 35,167,689 | 35167689 | 4.6% |
street_addresses.geo | 34,136,199 | 34136199 | 4.5% |
street_addresses.last_seen | 35,167,689 | 35167689 | 4.6% |
street_addresses.locality | 34,322,923 | 34322923 | 4.5% |
street_addresses.metro | 31,553,441 | 31553441 | 4.1% |
street_addresses.name | 35,167,689 | 35167689 | 4.6% |
street_addresses.num_sources | 35,167,689 | 35167689 | 4.6% |
street_addresses.postal_code | 34,327,257 | 34327257 | 4.5% |
street_addresses.region | 35,109,695 | 35109695 | 4.6% |
street_addresses.street_address | 35,167,689 | 35167689 | 4.6% |
summary | 146,344,380 | 146344380 | 19.2% |
twitter_url | 12,601,263 | 12601263 | 1.6% |
twitter_username | 12,601,263 | 12601263 | 1.6% |
work_email | 83,084,046 | 83084046 | 10.9% |
Stats shown are accurate as of data version 30.2
Updated 20 days ago