> ## 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 *All Records Have -- Linkedin URL* ## Description The Resume Slice Dataset is a subset of our full [Person Dataset](https://docs.peopledatalabs.com/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` | 812,419,754 | 812419754 | 100.0% | | `activity_score` | 756,548,575 | 756548575 | 93.1% | | `activity_score_factors` | 756,548,575 | 756548575 | 93.1% | | `activity_score_factors.connection_change` | 756,548,575 | 756548575 | 93.1% | | `activity_score_factors.months_since_last_end_resume` | 103,474,896 | 103474896 | 12.7% | | `activity_score_factors.profile_change` | 756,548,575 | 756548575 | 93.1% | | `birth_date` | 9,555,704 | 9555704 | 1.2% | | `birth_year` | 15,576,881 | 15576881 | 1.9% | | `certifications` | 68,308,729 | 68308729 | 8.4% | | `certifications.end_date` | 51,669,265 | 51669265 | 6.4% | | `certifications.name` | 68,308,729 | 68308729 | 8.4% | | `certifications.organization` | 67,197,365 | 67197365 | 8.3% | | `certifications.start_date` | 57,538,542 | 57538542 | 7.1% | | `countries` | 799,325,253 | 799325253 | 98.4% | | `education` | 368,275,568 | 368275568 | 45.3% | | `education.degrees` | 178,717,127 | 178717127 | 22.0% | | `education.end_date` | 315,528,917 | 315528917 | 38.8% | | `education.gpa` | 10,853,223 | 10853223 | 1.3% | | `education.majors` | 215,210,237 | 215210237 | 26.5% | | `education.minors` | 1,757,149 | 1757149 | 0.2% | | `education.raw` | 305,413,395 | 305413395 | 37.6% | | `education.school` | 367,774,263 | 367774263 | 45.3% | | `education.school.domain` | 319,368,125 | 319368125 | 39.3% | | `education.school.facebook_url` | 223,277,765 | 223277765 | 27.5% | | `education.school.id` | 328,353,619 | 328353619 | 40.4% | | `education.school.linkedin_id` | 328,353,619 | 328353619 | 40.4% | | `education.school.linkedin_url` | 328,353,084 | 328353084 | 40.4% | | `education.school.location` | 315,328,391 | 315328391 | 38.8% | | `education.school.location.continent` | 315,328,391 | 315328391 | 38.8% | | `education.school.location.country` | 315,328,118 | 315328118 | 38.8% | | `education.school.location.locality` | 302,595,925 | 302595925 | 37.2% | | `education.school.location.name` | 315,328,391 | 315328391 | 38.8% | | `education.school.location.region` | 310,306,850 | 310306850 | 38.2% | | `education.school.name` | 367,735,702 | 367735702 | 45.3% | | `education.school.raw` | 365,298,511 | 365298511 | 45.0% | | `education.school.twitter_url` | 211,611,294 | 211611294 | 26.0% | | `education.school.type` | 354,573,334 | 354573334 | 43.6% | | `education.school.website` | 319,368,125 | 319368125 | 39.3% | | `education.start_date` | 322,433,638 | 322433638 | 39.7% | | `education.summary` | 77,697,023 | 77697023 | 9.6% | | `emails` | 225,244,855 | 225244855 | 27.7% | | `emails.address` | 225,244,855 | 225244855 | 27.7% | | `emails.first_seen` | 225,244,855 | 225244855 | 27.7% | | `emails.last_seen` | 225,244,855 | 225244855 | 27.7% | | `emails.md5_hash` | 225,244,855 | 225244855 | 27.7% | | `emails.num_sources` | 225,244,855 | 225244855 | 27.7% | | `emails.sha_256_hash` | 225,244,855 | 225244855 | 27.7% | | `emails.type` | 205,279,524 | 205279524 | 25.3% | | `experience` | 585,372,275 | 585372275 | 72.1% | | `experience.company` | 556,017,084 | 556017084 | 68.4% | | `experience.company.facebook_url` | 277,009,016 | 277009016 | 34.1% | | `experience.company.founded` | 349,269,473 | 349269473 | 43.0% | | `experience.company.id` | 439,302,258 | 439302258 | 54.1% | | `experience.company.industry` | 422,916,684 | 422916684 | 52.1% | | `experience.company.industry_v2` | 407,963,526 | 407963526 | 50.2% | | `experience.company.linkedin_id` | 439,302,258 | 439302258 | 54.1% | | `experience.company.linkedin_url` | 439,302,258 | 439302258 | 54.1% | | `experience.company.location` | 422,252,107 | 422252107 | 52.0% | | `experience.company.location.address_line_2` | 75,844,177 | 75844177 | 9.3% | | `experience.company.location.continent` | 421,580,234 | 421580234 | 51.9% | | `experience.company.location.country` | 422,249,961 | 422249961 | 52.0% | | `experience.company.location.geo` | 394,790,083 | 394790083 | 48.6% | | `experience.company.location.locality` | 399,738,480 | 399738480 | 49.2% | | `experience.company.location.metro` | 160,110,741 | 160110741 | 19.7% | | `experience.company.location.name` | 422,252,107 | 422252107 | 52.0% | | `experience.company.location.postal_code` | 352,024,539 | 352024539 | 43.3% | | `experience.company.location.region` | 404,667,970 | 404667970 | 49.8% | | `experience.company.location.street_address` | 330,627,072 | 330627072 | 40.7% | | `experience.company.name` | 556,017,084 | 556017084 | 68.4% | | `experience.company.raw` | 556,015,129 | 556015129 | 68.4% | | `experience.company.size` | 439,302,258 | 439302258 | 54.1% | | `experience.company.ticker` | 102,405,725 | 102405725 | 12.6% | | `experience.company.twitter_url` | 230,695,142 | 230695142 | 28.4% | | `experience.company.type` | 439,302,258 | 439302258 | 54.1% | | `experience.company.website` | 401,739,307 | 401739307 | 49.4% | | `experience.end_date` | 256,302,094 | 256302094 | 31.5% | | `experience.first_seen` | 585,372,275 | 585372275 | 72.1% | | `experience.is_primary` | 585,372,275 | 585372275 | 72.1% | | `experience.last_seen` | 585,372,275 | 585372275 | 72.1% | | `experience.location_names` | 245,771,954 | 245771954 | 30.3% | | `experience.num_sources` | 585,372,275 | 585372275 | 72.1% | | `experience.start_date` | 357,638,552 | 357638552 | 44.0% | | `experience.summary` | 172,870,740 | 172870740 | 21.3% | | `experience.title` | 583,292,216 | 583292216 | 71.8% | | `experience.title.class` | 403,490,133 | 403490133 | 49.7% | | `experience.title.levels` | 199,963,541 | 199963541 | 24.6% | | `experience.title.name` | 583,292,216 | 583292216 | 71.8% | | `experience.title.raw` | 583,292,216 | 583292216 | 71.8% | | `experience.title.role` | 403,490,133 | 403490133 | 49.7% | | `experience.title.sub_role` | 347,337,130 | 347337130 | 42.8% | | `facebook_friends` | 6,240,675 | 6240675 | 0.8% | | `facebook_id` | 30,692,852 | 30692852 | 3.8% | | `facebook_url` | 29,764,911 | 29764911 | 3.7% | | `facebook_username` | 29,764,911 | 29764911 | 3.7% | | `first_name` | 812,419,754 | 812419754 | 100.0% | | `first_seen` | 812,419,754 | 812419754 | 100.0% | | `full_name` | 812,419,754 | 812419754 | 100.0% | | `github_url` | 1,121,957 | 1121957 | 0.1% | | `github_username` | 1,121,957 | 1121957 | 0.1% | | `headline` | 255,521,057 | 255521057 | 31.5% | | `id` | 812,419,754 | 812419754 | 100.0% | | `industry` | 430,744,858 | 430744858 | 53.0% | | `inferred_salary` | 276,816,880 | 276816880 | 34.1% | | `inferred_years_experience` | 351,121,584 | 351121584 | 43.2% | | `interests` | 35,159,306 | 35159306 | 4.3% | | `job_company_12mo_employee_growth_rate` | 343,573,435 | 343573435 | 42.3% | | `job_company_employee_count` | 348,696,272 | 348696272 | 42.9% | | `job_company_facebook_url` | 168,519,616 | 168519616 | 20.7% | | `job_company_founded` | 246,986,617 | 246986617 | 30.4% | | `job_company_id` | 348,726,160 | 348726160 | 42.9% | | `job_company_industry` | 330,431,146 | 330431146 | 40.7% | | `job_company_industry_v2` | 315,758,975 | 315758975 | 38.9% | | `job_company_inferred_revenue` | 348,696,272 | 348696272 | 42.9% | | `job_company_linkedin_id` | 348,726,160 | 348726160 | 42.9% | | `job_company_linkedin_url` | 348,726,160 | 348726160 | 42.9% | | `job_company_location_address_line_2` | 30,979,538 | 30979538 | 3.8% | | `job_company_location_continent` | 327,531,366 | 327531366 | 40.3% | | `job_company_location_country` | 328,386,037 | 328386037 | 40.4% | | `job_company_location_geo` | 297,506,909 | 297506909 | 36.6% | | `job_company_location_locality` | 303,613,138 | 303613138 | 37.4% | | `job_company_location_metro` | 100,751,353 | 100751353 | 12.4% | | `job_company_location_name` | 328,390,354 | 328390354 | 40.4% | | `job_company_location_postal_code` | 243,774,939 | 243774939 | 30.0% | | `job_company_location_region` | 309,843,075 | 309843075 | 38.1% | | `job_company_location_street_address` | 224,412,159 | 224412159 | 27.6% | | `job_company_name` | 487,567,798 | 487567798 | 60.0% | | `job_company_size` | 348,726,160 | 348726160 | 42.9% | | `job_company_ticker` | 50,424,163 | 50424163 | 6.2% | | `job_company_total_funding_raised` | 60,749,661 | 60749661 | 7.5% | | `job_company_twitter_url` | 129,295,875 | 129295875 | 15.9% | | `job_company_type` | 348,726,160 | 348726160 | 42.9% | | `job_company_website` | 305,175,511 | 305175511 | 37.6% | | `job_history` | 586,226,563 | 586226563 | 72.2% | | `job_history.company_id` | 445,389,184 | 445389184 | 54.8% | | `job_history.company_name` | 558,523,713 | 558523713 | 68.7% | | `job_history.first_seen` | 586,226,563 | 586226563 | 72.2% | | `job_history.last_seen` | 586,226,563 | 586226563 | 72.2% | | `job_history.num_sources` | 586,226,563 | 586226563 | 72.2% | | `job_history.title` | 584,333,063 | 584333063 | 71.9% | | `job_last_changed` | 518,408,722 | 518408722 | 63.8% | | `job_last_verified` | 518,408,722 | 518408722 | 63.8% | | `job_onet_broad_occupation` | 236,399,463 | 236399463 | 29.1% | | `job_onet_code` | 236,399,463 | 236399463 | 29.1% | | `job_onet_major_group` | 236,399,463 | 236399463 | 29.1% | | `job_onet_minor_group` | 236,399,463 | 236399463 | 29.1% | | `job_onet_specific_occupation` | 236,399,463 | 236399463 | 29.1% | | `job_onet_specific_occupation_detail` | 94,185,361 | 94185361 | 11.6% | | `job_start_date` | 293,520,198 | 293520198 | 36.1% | | `job_summary` | 79,874,183 | 79874183 | 9.8% | | `job_title` | 516,809,072 | 516809072 | 63.6% | | `job_title_class` | 311,086,417 | 311086417 | 38.3% | | `job_title_levels` | 130,210,520 | 130210520 | 16.0% | | `job_title_role` | 311,086,417 | 311086417 | 38.3% | | `job_title_sub_role` | 245,725,762 | 245725762 | 30.2% | | `languages` | 85,914,424 | 85914424 | 10.6% | | `languages.name` | 85,914,424 | 85914424 | 10.6% | | `languages.proficiency` | 54,758,143 | 54758143 | 6.7% | | `last_initial` | 812,419,754 | 812419754 | 100.0% | | `last_name` | 796,276,633 | 796276633 | 98.0% | | `linkedin_connections` | 478,605,456 | 478605456 | 58.9% | | `linkedin_id` | 605,663,442 | 605663442 | 74.6% | | `linkedin_url` | 756,548,575 | 756548575 | 93.1% | | `linkedin_username` | 756,548,575 | 756548575 | 93.1% | | `location_address_line_2` | 3,430,496 | 3430496 | 0.4% | | `location_continent` | 799,338,291 | 799338291 | 98.4% | | `location_country` | 799,295,860 | 799295860 | 98.4% | | `location_geo` | 544,864,096 | 544864096 | 67.1% | | `location_last_updated` | 779,429,683 | 779429683 | 95.9% | | `location_locality` | 557,596,034 | 557596034 | 68.6% | | `location_metro` | 148,908,482 | 148908482 | 18.3% | | `location_name` | 799,338,291 | 799338291 | 98.4% | | `location_names` | 563,021,765 | 563021765 | 69.3% | | `location_postal_code` | 26,365,868 | 26365868 | 3.2% | | `location_region` | 593,343,296 | 593343296 | 73.0% | | `location_street_address` | 27,078,434 | 27078434 | 3.3% | | `middle_initial` | 132,760,063 | 132760063 | 16.3% | | `middle_name` | 119,317,491 | 119317491 | 14.7% | | `mobile_phone` | 54,825,114 | 54825114 | 6.7% | | `name_aliases` | 46,903,185 | 46903185 | 5.8% | | `num_records` | 812,419,754 | 812419754 | 100.0% | | `num_sources` | 812,419,754 | 812419754 | 100.0% | | `personal_emails` | 91,053,934 | 91053934 | 11.2% | | `phone_numbers` | 84,788,343 | 84788343 | 10.4% | | `phones` | 84,788,343 | 84788343 | 10.4% | | `phones.first_seen` | 84,788,343 | 84788343 | 10.4% | | `phones.last_seen` | 84,788,343 | 84788343 | 10.4% | | `phones.num_sources` | 84,788,343 | 84788343 | 10.4% | | `phones.number` | 84,788,343 | 84788343 | 10.4% | | `possible_birth_dates` | 7,856,507 | 7856507 | 1.0% | | `possible_emails` | 71,669,419 | 71669419 | 8.8% | | `possible_emails.address` | 71,669,419 | 71669419 | 8.8% | | `possible_emails.first_seen` | 71,669,419 | 71669419 | 8.8% | | `possible_emails.last_seen` | 71,669,419 | 71669419 | 8.8% | | `possible_emails.md5_hash` | 71,669,419 | 71669419 | 8.8% | | `possible_emails.num_sources` | 71,669,419 | 71669419 | 8.8% | | `possible_emails.sha_256_hash` | 71,669,419 | 71669419 | 8.8% | | `possible_emails.type` | 61,512,834 | 61512834 | 7.6% | | `possible_location_names` | 352,961,535 | 352961535 | 43.4% | | `possible_phones` | 21,568,319 | 21568319 | 2.7% | | `possible_phones.first_seen` | 21,568,319 | 21568319 | 2.7% | | `possible_phones.last_seen` | 21,568,319 | 21568319 | 2.7% | | `possible_phones.num_sources` | 21,568,319 | 21568319 | 2.7% | | `possible_phones.number` | 21,568,319 | 21568319 | 2.7% | | `possible_profiles` | 15,240,819 | 15240819 | 1.9% | | `possible_profiles.first_seen` | 15,240,819 | 15240819 | 1.9% | | `possible_profiles.id` | 10,893,837 | 10893837 | 1.3% | | `possible_profiles.last_seen` | 15,240,819 | 15240819 | 1.9% | | `possible_profiles.network` | 15,240,819 | 15240819 | 1.9% | | `possible_profiles.num_sources` | 15,240,819 | 15240819 | 1.9% | | `possible_profiles.url` | 15,240,819 | 15240819 | 1.9% | | `possible_profiles.username` | 14,405,128 | 14405128 | 1.8% | | `possible_street_addresses` | 9,813,086 | 9813086 | 1.2% | | `possible_street_addresses.address_line_2` | 3,496,836 | 3496836 | 0.4% | | `possible_street_addresses.continent` | 9,813,086 | 9813086 | 1.2% | | `possible_street_addresses.country` | 9,813,086 | 9813086 | 1.2% | | `possible_street_addresses.first_seen` | 9,813,086 | 9813086 | 1.2% | | `possible_street_addresses.geo` | 9,812,928 | 9812928 | 1.2% | | `possible_street_addresses.last_seen` | 9,813,086 | 9813086 | 1.2% | | `possible_street_addresses.locality` | 9,813,038 | 9813038 | 1.2% | | `possible_street_addresses.metro` | 8,928,068 | 8928068 | 1.1% | | `possible_street_addresses.name` | 9,813,086 | 9813086 | 1.2% | | `possible_street_addresses.num_sources` | 9,813,086 | 9813086 | 1.2% | | `possible_street_addresses.postal_code` | 9,777,598 | 9777598 | 1.2% | | `possible_street_addresses.region` | 9,813,059 | 9813059 | 1.2% | | `possible_street_addresses.street_address` | 9,813,086 | 9813086 | 1.2% | | `profile_score` | 812,419,754 | 812419754 | 100.0% | | `profile_score_factors` | 812,419,754 | 812419754 | 100.0% | | `profile_score_factors.attribute_fill_rate` | 812,419,754 | 812419754 | 100.0% | | `profile_score_factors.has_valid_url` | 812,419,754 | 812419754 | 100.0% | | `profile_score_factors.linkedin_connections` | 812,419,754 | 812419754 | 100.0% | | `profile_score_factors.profile_age_months` | 812,419,754 | 812419754 | 100.0% | | `profiles` | 812,419,754 | 812419754 | 100.0% | | `profiles.first_seen` | 812,419,754 | 812419754 | 100.0% | | `profiles.id` | 632,874,651 | 632874651 | 77.9% | | `profiles.last_seen` | 812,419,754 | 812419754 | 100.0% | | `profiles.network` | 812,419,754 | 812419754 | 100.0% | | `profiles.num_sources` | 812,419,754 | 812419754 | 100.0% | | `profiles.url` | 812,419,754 | 812419754 | 100.0% | | `profiles.username` | 812,419,754 | 812419754 | 100.0% | | `recommended_personal_email` | 91,052,113 | 91052113 | 11.2% | | `regions` | 601,623,542 | 601623542 | 74.1% | | `sex` | 568,864,092 | 568864092 | 70.0% | | `skills` | 199,160,088 | 199160088 | 24.5% | | `street_addresses` | 35,252,638 | 35252638 | 4.3% | | `street_addresses.address_line_2` | 16,321,798 | 16321798 | 2.0% | | `street_addresses.continent` | 35,252,638 | 35252638 | 4.3% | | `street_addresses.country` | 35,252,638 | 35252638 | 4.3% | | `street_addresses.first_seen` | 35,252,638 | 35252638 | 4.3% | | `street_addresses.geo` | 34,671,151 | 34671151 | 4.3% | | `street_addresses.last_seen` | 35,252,638 | 35252638 | 4.3% | | `street_addresses.locality` | 34,716,551 | 34716551 | 4.3% | | `street_addresses.metro` | 31,209,886 | 31209886 | 3.8% | | `street_addresses.name` | 35,252,638 | 35252638 | 4.3% | | `street_addresses.num_sources` | 35,252,638 | 35252638 | 4.3% | | `street_addresses.postal_code` | 33,223,195 | 33223195 | 4.1% | | `street_addresses.region` | 34,803,565 | 34803565 | 4.3% | | `street_addresses.street_address` | 35,252,638 | 35252638 | 4.3% | | `summary` | 165,821,116 | 165821116 | 20.4% | | `twitter_url` | 12,477,208 | 12477208 | 1.5% | | `twitter_username` | 12,477,208 | 12477208 | 1.5% | | `work_email` | 89,868,683 | 89868683 | 11.1% | *Stats shown are accurate as of data version 34.1*