> ## Documentation Index > Fetch the complete documentation index at: https://docs.peopledatalabs.com/llms.txt > Use this file to discover all available pages before exploring further. # Resume Stats ## Description The Resume Slice Dataset is a subset of our full [Person Dataset](/docs/stats) 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` | 814,855,745 | 814855745 | 100.0% | | `activity_score` | 756,750,185 | 756750185 | 92.9% | | `activity_score_factors` | 756,750,185 | 756750185 | 92.9% | | `activity_score_factors.connection_change` | 756,750,185 | 756750185 | 92.9% | | `activity_score_factors.months_since_last_end_resume` | 101,464,951 | 101464951 | 12.5% | | `activity_score_factors.profile_change` | 756,750,185 | 756750185 | 92.9% | | `birth_date` | 9,518,962 | 9518962 | 1.2% | | `birth_year` | 15,522,885 | 15522885 | 1.9% | | `certifications` | 68,787,402 | 68787402 | 8.4% | | `certifications.end_date` | 51,842,988 | 51842988 | 6.4% | | `certifications.name` | 68,787,402 | 68787402 | 8.4% | | `certifications.organization` | 67,676,639 | 67676639 | 8.3% | | `certifications.start_date` | 58,090,603 | 58090603 | 7.1% | | `countries` | 801,225,818 | 801225818 | 98.3% | | `education` | 368,884,305 | 368884305 | 45.3% | | `education.degrees` | 179,207,961 | 179207961 | 22.0% | | `education.end_date` | 314,221,970 | 314221970 | 38.6% | | `education.gpa` | 10,835,299 | 10835299 | 1.3% | | `education.majors` | 215,698,723 | 215698723 | 26.5% | | `education.minors` | 1,765,168 | 1765168 | 0.2% | | `education.raw` | 305,982,594 | 305982594 | 37.6% | | `education.school` | 368,374,956 | 368374956 | 45.2% | | `education.school.domain` | 319,882,866 | 319882866 | 39.3% | | `education.school.facebook_url` | 222,413,705 | 222413705 | 27.3% | | `education.school.id` | 329,130,691 | 329130691 | 40.4% | | `education.school.linkedin_id` | 329,130,691 | 329130691 | 40.4% | | `education.school.linkedin_url` | 329,130,155 | 329130155 | 40.4% | | `education.school.location` | 317,104,035 | 317104035 | 38.9% | | `education.school.location.continent` | 317,104,035 | 317104035 | 38.9% | | `education.school.location.country` | 317,098,966 | 317098966 | 38.9% | | `education.school.location.locality` | 303,755,151 | 303755151 | 37.3% | | `education.school.location.name` | 317,104,035 | 317104035 | 38.9% | | `education.school.location.region` | 311,438,358 | 311438358 | 38.2% | | `education.school.name` | 368,301,879 | 368301879 | 45.2% | | `education.school.raw` | 365,868,184 | 365868184 | 44.9% | | `education.school.twitter_url` | 210,403,893 | 210403893 | 25.8% | | `education.school.type` | 355,036,979 | 355036979 | 43.6% | | `education.school.website` | 319,882,866 | 319882866 | 39.3% | | `education.start_date` | 321,154,052 | 321154052 | 39.4% | | `education.summary` | 77,579,954 | 77579954 | 9.5% | | `emails` | 225,148,800 | 225148800 | 27.6% | | `emails.address` | 225,148,800 | 225148800 | 27.6% | | `emails.first_seen` | 225,148,800 | 225148800 | 27.6% | | `emails.last_seen` | 225,148,800 | 225148800 | 27.6% | | `emails.md5_hash` | 225,148,800 | 225148800 | 27.6% | | `emails.num_sources` | 225,148,800 | 225148800 | 27.6% | | `emails.sha_256_hash` | 225,148,800 | 225148800 | 27.6% | | `emails.type` | 205,846,186 | 205846186 | 25.3% | | `experience` | 588,139,493 | 588139493 | 72.2% | | `experience.company` | 559,664,767 | 559664767 | 68.7% | | `experience.company.facebook_url` | 282,489,404 | 282489404 | 34.7% | | `experience.company.founded` | 354,617,681 | 354617681 | 43.5% | | `experience.company.id` | 443,110,152 | 443110152 | 54.4% | | `experience.company.industry` | 428,709,761 | 428709761 | 52.6% | | `experience.company.industry_v2` | 422,258,679 | 422258679 | 51.8% | | `experience.company.linkedin_id` | 443,110,152 | 443110152 | 54.4% | | `experience.company.linkedin_url` | 443,110,152 | 443110152 | 54.4% | | `experience.company.location` | 428,257,974 | 428257974 | 52.6% | | `experience.company.location.address_line_2` | 76,537,531 | 76537531 | 9.4% | | `experience.company.location.continent` | 427,581,696 | 427581696 | 52.5% | | `experience.company.location.country` | 428,255,832 | 428255832 | 52.6% | | `experience.company.location.geo` | 401,137,569 | 401137569 | 49.2% | | `experience.company.location.locality` | 406,085,687 | 406085687 | 49.8% | | `experience.company.location.metro` | 161,469,661 | 161469661 | 19.8% | | `experience.company.location.name` | 428,257,974 | 428257974 | 52.6% | | `experience.company.location.postal_code` | 358,992,928 | 358992928 | 44.1% | | `experience.company.location.region` | 410,921,570 | 410921570 | 50.4% | | `experience.company.location.street_address` | 335,014,690 | 335014690 | 41.1% | | `experience.company.name` | 559,664,767 | 559664767 | 68.7% | | `experience.company.raw` | 559,662,755 | 559662755 | 68.7% | | `experience.company.size` | 443,110,152 | 443110152 | 54.4% | | `experience.company.ticker` | 101,995,779 | 101995779 | 12.5% | | `experience.company.twitter_url` | 231,636,803 | 231636803 | 28.4% | | `experience.company.type` | 443,110,152 | 443110152 | 54.4% | | `experience.company.website` | 406,712,166 | 406712166 | 49.9% | | `experience.end_date` | 255,927,923 | 255927923 | 31.4% | | `experience.first_seen` | 588,139,493 | 588139493 | 72.2% | | `experience.is_primary` | 588,139,493 | 588139493 | 72.2% | | `experience.last_seen` | 588,139,493 | 588139493 | 72.2% | | `experience.location_names` | 245,883,660 | 245883660 | 30.2% | | `experience.num_sources` | 588,139,493 | 588139493 | 72.2% | | `experience.start_date` | 359,963,417 | 359963417 | 44.2% | | `experience.summary` | 173,602,894 | 173602894 | 21.3% | | `experience.title` | 586,245,705 | 586245705 | 71.9% | | `experience.title.class` | 406,396,907 | 406396907 | 49.9% | | `experience.title.levels` | 201,481,318 | 201481318 | 24.7% | | `experience.title.name` | 586,245,705 | 586245705 | 71.9% | | `experience.title.raw` | 586,245,705 | 586245705 | 71.9% | | `experience.title.role` | 406,396,907 | 406396907 | 49.9% | | `experience.title.sub_role` | 350,130,442 | 350130442 | 43.0% | | `facebook_friends` | 6,224,616 | 6224616 | 0.8% | | `facebook_id` | 30,629,842 | 30629842 | 3.8% | | `facebook_url` | 29,735,674 | 29735674 | 3.6% | | `facebook_username` | 29,735,674 | 29735674 | 3.6% | | `first_name` | 814,855,745 | 814855745 | 100.0% | | `first_seen` | 814,855,745 | 814855745 | 100.0% | | `full_name` | 814,855,745 | 814855745 | 100.0% | | `github_url` | 1,994,722 | 1994722 | 0.2% | | `github_username` | 1,994,722 | 1994722 | 0.2% | | `headline` | 268,491,926 | 268491926 | 32.9% | | `id` | 814,855,745 | 814855745 | 100.0% | | `industry` | 436,981,685 | 436981685 | 53.6% | | `inferred_salary` | 274,256,366 | 274256366 | 33.7% | | `inferred_years_experience` | 354,113,209 | 354113209 | 43.5% | | `interests` | 35,100,423 | 35100423 | 4.3% | | `job_company_12mo_employee_growth_rate` | 343,456,110 | 343456110 | 42.1% | | `job_company_employee_count` | 348,381,471 | 348381471 | 42.8% | | `job_company_facebook_url` | 170,606,989 | 170606989 | 20.9% | | `job_company_founded` | 248,921,011 | 248921011 | 30.5% | | `job_company_id` | 348,411,794 | 348411794 | 42.8% | | `job_company_industry` | 332,442,715 | 332442715 | 40.8% | | `job_company_industry_v2` | 327,021,710 | 327021710 | 40.1% | | `job_company_inferred_revenue` | 348,381,471 | 348381471 | 42.8% | | `job_company_linkedin_id` | 348,411,794 | 348411794 | 42.8% | | `job_company_linkedin_url` | 348,411,794 | 348411794 | 42.8% | | `job_company_location_address_line_2` | 31,140,070 | 31140070 | 3.8% | | `job_company_location_continent` | 329,838,990 | 329838990 | 40.5% | | `job_company_location_country` | 330,665,961 | 330665961 | 40.6% | | `job_company_location_geo` | 300,337,444 | 300337444 | 36.9% | | `job_company_location_locality` | 306,398,348 | 306398348 | 37.6% | | `job_company_location_metro` | 100,716,543 | 100716543 | 12.4% | | `job_company_location_name` | 330,670,339 | 330670339 | 40.6% | | `job_company_location_postal_code` | 247,508,220 | 247508220 | 30.4% | | `job_company_location_region` | 312,518,686 | 312518686 | 38.4% | | `job_company_location_street_address` | 225,744,440 | 225744440 | 27.7% | | `job_company_name` | 484,853,492 | 484853492 | 59.5% | | `job_company_size` | 348,411,794 | 348411794 | 42.8% | | `job_company_ticker` | 49,541,416 | 49541416 | 6.1% | | `job_company_total_funding_raised` | 62,844,374 | 62844374 | 7.7% | | `job_company_twitter_url` | 128,040,854 | 128040854 | 15.7% | | `job_company_type` | 348,411,794 | 348411794 | 42.8% | | `job_company_website` | 306,443,339 | 306443339 | 37.6% | | `job_history` | 588,231,252 | 588231252 | 72.2% | | `job_history.company_id` | 447,301,049 | 447301049 | 54.9% | | `job_history.company_name` | 560,415,476 | 560415476 | 68.8% | | `job_history.first_seen` | 588,231,252 | 588231252 | 72.2% | | `job_history.last_seen` | 588,231,252 | 588231252 | 72.2% | | `job_history.num_sources` | 588,231,252 | 588231252 | 72.2% | | `job_history.title` | 586,342,922 | 586342922 | 72.0% | | `job_last_changed` | 507,985,782 | 507985782 | 62.3% | | `job_last_verified` | 507,985,782 | 507985782 | 62.3% | | `job_onet_broad_occupation` | 234,821,995 | 234821995 | 28.8% | | `job_onet_code` | 234,821,995 | 234821995 | 28.8% | | `job_onet_major_group` | 234,821,995 | 234821995 | 28.8% | | `job_onet_minor_group` | 234,821,995 | 234821995 | 28.8% | | `job_onet_specific_occupation` | 234,821,995 | 234821995 | 28.8% | | `job_onet_specific_occupation_detail` | 93,590,385 | 93590385 | 11.5% | | `job_start_date` | 297,321,265 | 297321265 | 36.5% | | `job_summary` | 80,714,091 | 80714091 | 9.9% | | `job_title` | 507,546,002 | 507546002 | 62.3% | | `job_title_class` | 308,929,768 | 308929768 | 37.9% | | `job_title_levels` | 130,647,441 | 130647441 | 16.0% | | `job_title_role` | 308,929,768 | 308929768 | 37.9% | | `job_title_sub_role` | 244,240,998 | 244240998 | 30.0% | | `languages` | 85,856,598 | 85856598 | 10.5% | | `languages.name` | 85,856,598 | 85856598 | 10.5% | | `languages.proficiency` | 54,758,279 | 54758279 | 6.7% | | `last_initial` | 814,855,745 | 814855745 | 100.0% | | `last_name` | 798,208,247 | 798208247 | 98.0% | | `linkedin_connections` | 477,770,173 | 477770173 | 58.6% | | `linkedin_id` | 610,496,767 | 610496767 | 74.9% | | `linkedin_url` | 756,750,185 | 756750185 | 92.9% | | `linkedin_username` | 756,750,185 | 756750185 | 92.9% | | `location_address_line_2` | 3,452,669 | 3452669 | 0.4% | | `location_continent` | 801,238,872 | 801238872 | 98.3% | | `location_country` | 801,196,473 | 801196473 | 98.3% | | `location_geo` | 545,618,816 | 545618816 | 67.0% | | `location_last_updated` | 781,322,451 | 781322451 | 95.9% | | `location_locality` | 558,335,959 | 558335959 | 68.5% | | `location_metro` | 150,035,405 | 150035405 | 18.4% | | `location_name` | 801,238,872 | 801238872 | 98.3% | | `location_names` | 563,773,350 | 563773350 | 69.2% | | `location_postal_code` | 26,483,521 | 26483521 | 3.3% | | `location_region` | 594,167,890 | 594167890 | 72.9% | | `location_street_address` | 27,180,580 | 27180580 | 3.3% | | `middle_initial` | 132,652,162 | 132652162 | 16.3% | | `middle_name` | 119,286,949 | 119286949 | 14.6% | | `mobile_phone` | 58,644,581 | 58644581 | 7.2% | | `name_aliases` | 47,615,997 | 47615997 | 5.8% | | `num_records` | 814,855,745 | 814855745 | 100.0% | | `num_sources` | 814,855,745 | 814855745 | 100.0% | | `personal_emails` | 91,108,659 | 91108659 | 11.2% | | `phone_numbers` | 91,350,077 | 91350077 | 11.2% | | `phones` | 91,350,077 | 91350077 | 11.2% | | `phones.first_seen` | 91,350,077 | 91350077 | 11.2% | | `phones.last_seen` | 91,350,077 | 91350077 | 11.2% | | `phones.num_sources` | 91,350,077 | 91350077 | 11.2% | | `phones.number` | 91,350,077 | 91350077 | 11.2% | | `possible_birth_dates` | 7,829,594 | 7829594 | 1.0% | | `possible_emails` | 71,548,303 | 71548303 | 8.8% | | `possible_emails.address` | 71,548,303 | 71548303 | 8.8% | | `possible_emails.first_seen` | 71,548,303 | 71548303 | 8.8% | | `possible_emails.last_seen` | 71,548,303 | 71548303 | 8.8% | | `possible_emails.md5_hash` | 71,548,303 | 71548303 | 8.8% | | `possible_emails.num_sources` | 71,548,303 | 71548303 | 8.8% | | `possible_emails.sha_256_hash` | 71,548,303 | 71548303 | 8.8% | | `possible_emails.type` | 61,774,696 | 61774696 | 7.6% | | `possible_location_names` | 354,741,181 | 354741181 | 43.5% | | `possible_phones` | 21,510,165 | 21510165 | 2.6% | | `possible_phones.first_seen` | 21,510,165 | 21510165 | 2.6% | | `possible_phones.last_seen` | 21,510,165 | 21510165 | 2.6% | | `possible_phones.num_sources` | 21,510,165 | 21510165 | 2.6% | | `possible_phones.number` | 21,510,165 | 21510165 | 2.6% | | `possible_profiles` | 15,241,441 | 15241441 | 1.9% | | `possible_profiles.first_seen` | 15,241,441 | 15241441 | 1.9% | | `possible_profiles.id` | 10,898,747 | 10898747 | 1.3% | | `possible_profiles.last_seen` | 15,241,441 | 15241441 | 1.9% | | `possible_profiles.network` | 15,241,441 | 15241441 | 1.9% | | `possible_profiles.num_sources` | 15,241,441 | 15241441 | 1.9% | | `possible_profiles.url` | 15,241,441 | 15241441 | 1.9% | | `possible_profiles.username` | 14,407,048 | 14407048 | 1.8% | | `possible_street_addresses` | 9,800,029 | 9800029 | 1.2% | | `possible_street_addresses.address_line_2` | 3,491,454 | 3491454 | 0.4% | | `possible_street_addresses.continent` | 9,800,029 | 9800029 | 1.2% | | `possible_street_addresses.country` | 9,800,029 | 9800029 | 1.2% | | `possible_street_addresses.first_seen` | 9,800,029 | 9800029 | 1.2% | | `possible_street_addresses.geo` | 9,799,871 | 9799871 | 1.2% | | `possible_street_addresses.last_seen` | 9,800,029 | 9800029 | 1.2% | | `possible_street_addresses.locality` | 9,799,981 | 9799981 | 1.2% | | `possible_street_addresses.metro` | 8,915,709 | 8915709 | 1.1% | | `possible_street_addresses.name` | 9,800,029 | 9800029 | 1.2% | | `possible_street_addresses.num_sources` | 9,800,029 | 9800029 | 1.2% | | `possible_street_addresses.postal_code` | 9,764,583 | 9764583 | 1.2% | | `possible_street_addresses.region` | 9,800,002 | 9800002 | 1.2% | | `possible_street_addresses.street_address` | 9,800,029 | 9800029 | 1.2% | | `profile_score` | 814,855,745 | 814855745 | 100.0% | | `profile_score_factors` | 814,855,745 | 814855745 | 100.0% | | `profile_score_factors.attribute_fill_rate` | 814,855,745 | 814855745 | 100.0% | | `profile_score_factors.has_valid_url` | 814,855,745 | 814855745 | 100.0% | | `profile_score_factors.meets_connection_threshold` | 814,855,745 | 814855745 | 100.0% | | `profile_score_factors.profile_age_months` | 814,855,745 | 814855745 | 100.0% | | `profiles` | 814,855,745 | 814855745 | 100.0% | | `profiles.first_seen` | 814,855,745 | 814855745 | 100.0% | | `profiles.id` | 640,142,563 | 640142563 | 78.6% | | `profiles.last_seen` | 814,855,745 | 814855745 | 100.0% | | `profiles.network` | 814,855,745 | 814855745 | 100.0% | | `profiles.num_sources` | 814,855,745 | 814855745 | 100.0% | | `profiles.url` | 814,855,745 | 814855745 | 100.0% | | `profiles.username` | 814,855,745 | 814855745 | 100.0% | | `recommended_personal_email` | 91,106,842 | 91106842 | 11.2% | | `regions` | 602,521,901 | 602521901 | 73.9% | | `sex` | 570,768,562 | 570768562 | 70.0% | | `skills` | 203,743,461 | 203743461 | 25.0% | | `street_addresses` | 35,142,661 | 35142661 | 4.3% | | `street_addresses.address_line_2` | 16,261,722 | 16261722 | 2.0% | | `street_addresses.continent` | 35,142,661 | 35142661 | 4.3% | | `street_addresses.country` | 35,142,661 | 35142661 | 4.3% | | `street_addresses.first_seen` | 35,142,661 | 35142661 | 4.3% | | `street_addresses.geo` | 34,562,777 | 34562777 | 4.2% | | `street_addresses.last_seen` | 35,142,661 | 35142661 | 4.3% | | `street_addresses.locality` | 34,608,174 | 34608174 | 4.2% | | `street_addresses.metro` | 31,106,744 | 31106744 | 3.8% | | `street_addresses.name` | 35,142,661 | 35142661 | 4.3% | | `street_addresses.num_sources` | 35,142,661 | 35142661 | 4.3% | | `street_addresses.postal_code` | 33,116,172 | 33116172 | 4.1% | | `street_addresses.region` | 34,694,974 | 34694974 | 4.3% | | `street_addresses.street_address` | 35,142,661 | 35142661 | 4.3% | | `summary` | 166,485,691 | 166485691 | 20.4% | | `twitter_url` | 12,527,718 | 12527718 | 1.5% | | `twitter_username` | 12,527,718 | 12527718 | 1.5% | | `work_email` | 84,215,498 | 84215498 | 10.3% | *Stats shown are accurate as of data version 35.0* ## Related topics - [Person Stats](/docs/datasets.md) - [Developer Stats](/docs/developer-stats.md) - [Phone Stats](/docs/phone-stats.md) - [Email Stats](/docs/email-stats.md) - [IP Stats](/docs/ip-stats.md)