> ## 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.
# All Dataset Stats
## Description
Our API Dataset is our full Person Dataset and is composed of records containing at least a name and one other piece of PII. 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**\
*Enrichment*
{`
`}
| Field | Count | Numeric | Fill Percentage |
| ----------------------------------------------------- | ------------- | ---------- | --------------- |
| `Total` | 2,464,949,742 | 2464949742 | 100.0% |
| `activity_score` | 756,548,575 | 756548575 | 30.7% |
| `activity_score_factors` | 756,548,575 | 756548575 | 30.7% |
| `activity_score_factors.connection_change` | 756,548,575 | 756548575 | 30.7% |
| `activity_score_factors.months_since_last_end_resume` | 103,474,896 | 103474896 | 4.2% |
| `activity_score_factors.profile_change` | 756,548,575 | 756548575 | 30.7% |
| `birth_date` | 173,543,397 | 173543397 | 7.0% |
| `birth_year` | 351,342,962 | 351342962 | 14.3% |
| `certifications` | 68,458,523 | 68458523 | 2.8% |
| `certifications.end_date` | 51,760,813 | 51760813 | 2.1% |
| `certifications.name` | 68,458,523 | 68458523 | 2.8% |
| `certifications.organization` | 67,334,428 | 67334428 | 2.7% |
| `certifications.start_date` | 57,655,209 | 57655209 | 2.3% |
| `countries` | 1,824,472,749 | 1824472749 | 74.0% |
| `education` | 744,219,803 | 744219803 | 30.2% |
| `education.degrees` | 191,078,181 | 191078181 | 7.8% |
| `education.end_date` | 338,457,996 | 338457996 | 13.7% |
| `education.gpa` | 11,816,995 | 11816995 | 0.5% |
| `education.majors` | 243,549,269 | 243549269 | 9.9% |
| `education.minors` | 1,796,612 | 1796612 | 0.1% |
| `education.raw` | 375,148,579 | 375148579 | 15.2% |
| `education.school` | 743,490,692 | 743490692 | 30.2% |
| `education.school.domain` | 539,602,773 | 539602773 | 21.9% |
| `education.school.facebook_url` | 341,554,304 | 341554304 | 13.9% |
| `education.school.id` | 564,058,103 | 564058103 | 22.9% |
| `education.school.linkedin_id` | 564,058,103 | 564058103 | 22.9% |
| `education.school.linkedin_url` | 564,033,497 | 564033497 | 22.9% |
| `education.school.location` | 525,913,860 | 525913860 | 21.3% |
| `education.school.location.continent` | 525,913,860 | 525913860 | 21.3% |
| `education.school.location.country` | 525,913,432 | 525913432 | 21.3% |
| `education.school.location.locality` | 501,918,500 | 501918500 | 20.4% |
| `education.school.location.name` | 525,913,860 | 525913860 | 21.3% |
| `education.school.location.region` | 514,186,799 | 514186799 | 20.9% |
| `education.school.name` | 743,452,127 | 743452127 | 30.2% |
| `education.school.raw` | 741,013,520 | 741013520 | 30.1% |
| `education.school.twitter_url` | 321,683,928 | 321683928 | 13.1% |
| `education.school.type` | 694,177,286 | 694177286 | 28.2% |
| `education.school.website` | 539,602,773 | 539602773 | 21.9% |
| `education.start_date` | 322,903,296 | 322903296 | 13.1% |
| `education.summary` | 77,909,157 | 77909157 | 3.2% |
| `emails` | 658,489,827 | 658489827 | 26.7% |
| `emails.address` | 658,489,827 | 658489827 | 26.7% |
| `emails.first_seen` | 658,489,827 | 658489827 | 26.7% |
| `emails.last_seen` | 658,489,827 | 658489827 | 26.7% |
| `emails.md5_hash` | 658,489,827 | 658489827 | 26.7% |
| `emails.num_sources` | 658,489,827 | 658489827 | 26.7% |
| `emails.sha_256_hash` | 658,489,827 | 658489827 | 26.7% |
| `emails.type` | 585,275,108 | 585275108 | 23.7% |
| `experience` | 929,121,670 | 929121670 | 37.7% |
| `experience.company` | 887,087,396 | 887087396 | 36.0% |
| `experience.company.facebook_url` | 362,129,890 | 362129890 | 14.7% |
| `experience.company.founded` | 464,521,804 | 464521804 | 18.8% |
| `experience.company.id` | 609,025,683 | 609025683 | 24.7% |
| `experience.company.industry` | 582,021,387 | 582021387 | 23.6% |
| `experience.company.industry_v2` | 558,017,559 | 558017559 | 22.6% |
| `experience.company.linkedin_id` | 609,025,683 | 609025683 | 24.7% |
| `experience.company.linkedin_url` | 609,025,683 | 609025683 | 24.7% |
| `experience.company.location` | 583,698,723 | 583698723 | 23.7% |
| `experience.company.location.address_line_2` | 90,455,080 | 90455080 | 3.7% |
| `experience.company.location.continent` | 582,525,209 | 582525209 | 23.6% |
| `experience.company.location.country` | 583,695,650 | 583695650 | 23.7% |
| `experience.company.location.geo` | 543,443,823 | 543443823 | 22.0% |
| `experience.company.location.locality` | 550,407,327 | 550407327 | 22.3% |
| `experience.company.location.metro` | 242,550,913 | 242550913 | 9.8% |
| `experience.company.location.name` | 583,698,723 | 583698723 | 23.7% |
| `experience.company.location.postal_code` | 483,207,117 | 483207117 | 19.6% |
| `experience.company.location.region` | 557,266,574 | 557266574 | 22.6% |
| `experience.company.location.street_address` | 450,765,776 | 450765776 | 18.3% |
| `experience.company.name` | 887,087,396 | 887087396 | 36.0% |
| `experience.company.raw` | 887,067,604 | 887067604 | 36.0% |
| `experience.company.size` | 609,025,683 | 609025683 | 24.7% |
| `experience.company.ticker` | 125,784,445 | 125784445 | 5.1% |
| `experience.company.twitter_url` | 307,886,422 | 307886422 | 12.5% |
| `experience.company.type` | 609,025,683 | 609025683 | 24.7% |
| `experience.company.website` | 552,841,934 | 552841934 | 22.4% |
| `experience.end_date` | 279,607,510 | 279607510 | 11.3% |
| `experience.first_seen` | 929,121,670 | 929121670 | 37.7% |
| `experience.is_primary` | 929,121,670 | 929121670 | 37.7% |
| `experience.last_seen` | 929,121,670 | 929121670 | 37.7% |
| `experience.location_names` | 352,770,614 | 352770614 | 14.3% |
| `experience.num_sources` | 929,121,670 | 929121670 | 37.7% |
| `experience.start_date` | 447,054,669 | 447054669 | 18.1% |
| `experience.summary` | 190,370,706 | 190370706 | 7.7% |
| `experience.title` | 785,018,093 | 785018093 | 31.8% |
| `experience.title.class` | 528,287,472 | 528287472 | 21.4% |
| `experience.title.levels` | 261,128,188 | 261128188 | 10.6% |
| `experience.title.name` | 785,018,093 | 785018093 | 31.8% |
| `experience.title.raw` | 785,018,093 | 785018093 | 31.8% |
| `experience.title.role` | 528,287,472 | 528287472 | 21.4% |
| `experience.title.sub_role` | 453,186,982 | 453186982 | 18.4% |
| `facebook_friends` | 38,604,603 | 38604603 | 1.6% |
| `facebook_id` | 1,003,932,553 | 1003932553 | 40.7% |
| `facebook_url` | 714,718,773 | 714718773 | 29.0% |
| `facebook_username` | 714,718,773 | 714718773 | 29.0% |
| `first_name` | 2,464,949,742 | 2464949742 | 100.0% |
| `first_seen` | 2,464,949,742 | 2464949742 | 100.0% |
| `full_name` | 2,464,949,742 | 2464949742 | 100.0% |
| `github_url` | 3,656,834 | 3656834 | 0.1% |
| `github_username` | 3,656,834 | 3656834 | 0.1% |
| `headline` | 255,645,569 | 255645569 | 10.4% |
| `id` | 2,464,949,742 | 2464949742 | 100.0% |
| `industry` | 437,795,763 | 437795763 | 17.8% |
| `inferred_salary` | 293,290,279 | 293290279 | 11.9% |
| `inferred_years_experience` | 439,558,300 | 439558300 | 17.8% |
| `interests` | 100,218,497 | 100218497 | 4.1% |
| `job_company_12mo_employee_growth_rate` | 365,759,478 | 365759478 | 14.8% |
| `job_company_employee_count` | 370,986,585 | 370986585 | 15.1% |
| `job_company_facebook_url` | 179,778,514 | 179778514 | 7.3% |
| `job_company_founded` | 261,877,876 | 261877876 | 10.6% |
| `job_company_id` | 371,024,880 | 371024880 | 15.1% |
| `job_company_industry` | 351,307,658 | 351307658 | 14.3% |
| `job_company_industry_v2` | 335,870,583 | 335870583 | 13.6% |
| `job_company_inferred_revenue` | 370,986,585 | 370986585 | 15.1% |
| `job_company_linkedin_id` | 371,024,880 | 371024880 | 15.1% |
| `job_company_linkedin_url` | 371,024,880 | 371024880 | 15.1% |
| `job_company_location_address_line_2` | 32,531,273 | 32531273 | 1.3% |
| `job_company_location_continent` | 348,616,351 | 348616351 | 14.1% |
| `job_company_location_country` | 349,535,960 | 349535960 | 14.2% |
| `job_company_location_geo` | 316,924,734 | 316924734 | 12.9% |
| `job_company_location_locality` | 323,386,031 | 323386031 | 13.1% |
| `job_company_location_metro` | 109,336,371 | 109336371 | 4.4% |
| `job_company_location_name` | 349,540,392 | 349540392 | 14.2% |
| `job_company_location_postal_code` | 260,358,439 | 260358439 | 10.6% |
| `job_company_location_region` | 329,886,996 | 329886996 | 13.4% |
| `job_company_location_street_address` | 239,598,376 | 239598376 | 9.7% |
| `job_company_name` | 542,447,834 | 542447834 | 22.0% |
| `job_company_size` | 371,024,880 | 371024880 | 15.1% |
| `job_company_ticker` | 53,448,746 | 53448746 | 2.2% |
| `job_company_total_funding_raised` | 64,801,463 | 64801463 | 2.6% |
| `job_company_twitter_url` | 138,319,316 | 138319316 | 5.6% |
| `job_company_type` | 371,024,880 | 371024880 | 15.1% |
| `job_company_website` | 324,312,077 | 324312077 | 13.2% |
| `job_history` | 929,976,237 | 929976237 | 37.7% |
| `job_history.company_id` | 620,819,007 | 620819007 | 25.2% |
| `job_history.company_name` | 889,598,915 | 889598915 | 36.1% |
| `job_history.first_seen` | 929,976,237 | 929976237 | 37.7% |
| `job_history.last_seen` | 929,976,237 | 929976237 | 37.7% |
| `job_history.num_sources` | 929,976,237 | 929976237 | 37.7% |
| `job_history.title` | 786,059,511 | 786059511 | 31.9% |
| `job_last_changed` | 574,829,894 | 574829894 | 23.3% |
| `job_last_verified` | 574,829,894 | 574829894 | 23.3% |
| `job_onet_broad_occupation` | 255,308,315 | 255308315 | 10.4% |
| `job_onet_code` | 255,308,315 | 255308315 | 10.4% |
| `job_onet_major_group` | 255,308,315 | 255308315 | 10.4% |
| `job_onet_minor_group` | 255,308,315 | 255308315 | 10.4% |
| `job_onet_specific_occupation` | 255,308,315 | 255308315 | 10.4% |
| `job_onet_specific_occupation_detail` | 101,244,823 | 101244823 | 4.1% |
| `job_start_date` | 349,851,398 | 349851398 | 14.2% |
| `job_summary` | 83,760,160 | 83760160 | 3.4% |
| `job_title` | 558,086,667 | 558086667 | 22.6% |
| `job_title_class` | 332,249,272 | 332249272 | 13.5% |
| `job_title_levels` | 137,673,826 | 137673826 | 5.6% |
| `job_title_role` | 332,249,272 | 332249272 | 13.5% |
| `job_title_sub_role` | 262,882,277 | 262882277 | 10.7% |
| `languages` | 308,545,634 | 308545634 | 12.5% |
| `languages.name` | 308,545,634 | 308545634 | 12.5% |
| `languages.proficiency` | 69,217,081 | 69217081 | 2.8% |
| `last_initial` | 2,464,949,742 | 2464949742 | 100.0% |
| `last_name` | 2,448,603,154 | 2448603154 | 99.3% |
| `linkedin_connections` | 511,188,923 | 511188923 | 20.7% |
| `linkedin_id` | 621,741,211 | 621741211 | 25.2% |
| `linkedin_url` | 774,832,430 | 774832430 | 31.4% |
| `linkedin_username` | 774,832,430 | 774832430 | 31.4% |
| `location_address_line_2` | 68,849,646 | 68849646 | 2.8% |
| `location_continent` | 1,824,501,934 | 1824501934 | 74.0% |
| `location_country` | 1,824,443,275 | 1824443275 | 74.0% |
| `location_geo` | 1,492,261,684 | 1492261684 | 60.5% |
| `location_last_updated` | 1,135,184,164 | 1135184164 | 46.1% |
| `location_locality` | 1,507,744,267 | 1507744267 | 61.2% |
| `location_metro` | 615,863,847 | 615863847 | 25.0% |
| `location_name` | 1,824,501,934 | 1824501934 | 74.0% |
| `location_names` | 1,513,176,066 | 1513176066 | 61.4% |
| `location_postal_code` | 493,282,661 | 493282661 | 20.0% |
| `location_region` | 1,611,079,980 | 1611079980 | 65.4% |
| `location_street_address` | 465,884,887 | 465884887 | 18.9% |
| `middle_initial` | 616,848,476 | 616848476 | 25.0% |
| `middle_name` | 416,694,688 | 416694688 | 16.9% |
| `mobile_phone` | 497,169,021 | 497169021 | 20.2% |
| `name_aliases` | 131,812,532 | 131812532 | 5.3% |
| `num_records` | 2,464,949,742 | 2464949742 | 100.0% |
| `num_sources` | 2,464,949,742 | 2464949742 | 100.0% |
| `personal_emails` | 428,085,108 | 428085108 | 17.4% |
| `phone_numbers` | 892,894,147 | 892894147 | 36.2% |
| `phones` | 892,894,147 | 892894147 | 36.2% |
| `phones.first_seen` | 892,894,147 | 892894147 | 36.2% |
| `phones.last_seen` | 892,894,147 | 892894147 | 36.2% |
| `phones.num_sources` | 892,894,147 | 892894147 | 36.2% |
| `phones.number` | 892,894,147 | 892894147 | 36.2% |
| `possible_birth_dates` | 173,251,621 | 173251621 | 7.0% |
| `possible_emails` | 114,852,852 | 114852852 | 4.7% |
| `possible_emails.address` | 114,852,852 | 114852852 | 4.7% |
| `possible_emails.first_seen` | 114,852,852 | 114852852 | 4.7% |
| `possible_emails.last_seen` | 114,852,852 | 114852852 | 4.7% |
| `possible_emails.md5_hash` | 114,852,852 | 114852852 | 4.7% |
| `possible_emails.num_sources` | 114,852,852 | 114852852 | 4.7% |
| `possible_emails.sha_256_hash` | 114,852,852 | 114852852 | 4.7% |
| `possible_emails.type` | 96,138,320 | 96138320 | 3.9% |
| `possible_location_names` | 1,016,646,876 | 1016646876 | 41.2% |
| `possible_phones` | 48,517,637 | 48517637 | 2.0% |
| `possible_phones.first_seen` | 48,517,637 | 48517637 | 2.0% |
| `possible_phones.last_seen` | 48,517,637 | 48517637 | 2.0% |
| `possible_phones.num_sources` | 48,517,637 | 48517637 | 2.0% |
| `possible_phones.number` | 48,517,637 | 48517637 | 2.0% |
| `possible_profiles` | 64,661,668 | 64661668 | 2.6% |
| `possible_profiles.first_seen` | 64,661,668 | 64661668 | 2.6% |
| `possible_profiles.id` | 46,781,621 | 46781621 | 1.9% |
| `possible_profiles.last_seen` | 64,661,668 | 64661668 | 2.6% |
| `possible_profiles.network` | 64,661,668 | 64661668 | 2.6% |
| `possible_profiles.num_sources` | 64,661,668 | 64661668 | 2.6% |
| `possible_profiles.url` | 64,661,668 | 64661668 | 2.6% |
| `possible_profiles.username` | 46,149,283 | 46149283 | 1.9% |
| `possible_street_addresses` | 41,652,752 | 41652752 | 1.7% |
| `possible_street_addresses.address_line_2` | 8,190,289 | 8190289 | 0.3% |
| `possible_street_addresses.continent` | 41,652,752 | 41652752 | 1.7% |
| `possible_street_addresses.country` | 41,652,752 | 41652752 | 1.7% |
| `possible_street_addresses.first_seen` | 41,652,752 | 41652752 | 1.7% |
| `possible_street_addresses.geo` | 41,650,913 | 41650913 | 1.7% |
| `possible_street_addresses.last_seen` | 41,652,752 | 41652752 | 1.7% |
| `possible_street_addresses.locality` | 41,652,179 | 41652179 | 1.7% |
| `possible_street_addresses.metro` | 35,391,697 | 35391697 | 1.4% |
| `possible_street_addresses.name` | 41,652,752 | 41652752 | 1.7% |
| `possible_street_addresses.num_sources` | 41,652,752 | 41652752 | 1.7% |
| `possible_street_addresses.postal_code` | 41,382,284 | 41382284 | 1.7% |
| `possible_street_addresses.region` | 41,652,382 | 41652382 | 1.7% |
| `possible_street_addresses.street_address` | 41,652,752 | 41652752 | 1.7% |
| `profile_score` | 812,419,754 | 812419754 | 33.0% |
| `profile_score_factors` | 812,419,754 | 812419754 | 33.0% |
| `profile_score_factors.attribute_fill_rate` | 812,419,754 | 812419754 | 33.0% |
| `profile_score_factors.has_valid_url` | 812,419,754 | 812419754 | 33.0% |
| `profile_score_factors.linkedin_connections` | 812,419,754 | 812419754 | 33.0% |
| `profile_score_factors.profile_age_months` | 812,419,754 | 812419754 | 33.0% |
| `profiles` | 1,880,341,379 | 1880341379 | 76.3% |
| `profiles.first_seen` | 1,880,341,379 | 1880341379 | 76.3% |
| `profiles.id` | 1,617,359,452 | 1617359452 | 65.6% |
| `profiles.last_seen` | 1,880,341,379 | 1880341379 | 76.3% |
| `profiles.network` | 1,880,341,379 | 1880341379 | 76.3% |
| `profiles.num_sources` | 1,880,341,379 | 1880341379 | 76.3% |
| `profiles.url` | 1,880,341,379 | 1880341379 | 76.3% |
| `profiles.username` | 1,572,514,567 | 1572514567 | 63.8% |
| `recommended_personal_email` | 428,025,415 | 428025415 | 17.4% |
| `regions` | 1,619,768,490 | 1619768490 | 65.7% |
| `sex` | 1,745,456,778 | 1745456778 | 70.8% |
| `skills` | 207,055,218 | 207055218 | 8.4% |
| `street_addresses` | 474,712,575 | 474712575 | 19.3% |
| `street_addresses.address_line_2` | 169,833,139 | 169833139 | 6.9% |
| `street_addresses.continent` | 474,712,575 | 474712575 | 19.3% |
| `street_addresses.country` | 474,712,575 | 474712575 | 19.3% |
| `street_addresses.first_seen` | 474,712,575 | 474712575 | 19.3% |
| `street_addresses.geo` | 474,043,649 | 474043649 | 19.2% |
| `street_addresses.last_seen` | 474,712,575 | 474712575 | 19.3% |
| `street_addresses.locality` | 474,171,382 | 474171382 | 19.2% |
| `street_addresses.metro` | 407,877,287 | 407877287 | 16.5% |
| `street_addresses.name` | 474,712,575 | 474712575 | 19.3% |
| `street_addresses.num_sources` | 474,712,575 | 474712575 | 19.3% |
| `street_addresses.postal_code` | 471,566,914 | 471566914 | 19.1% |
| `street_addresses.region` | 474,260,022 | 474260022 | 19.2% |
| `street_addresses.street_address` | 474,712,575 | 474712575 | 19.3% |
| `summary` | 187,354,052 | 187354052 | 7.6% |
| `twitter_url` | 55,683,904 | 55683904 | 2.3% |
| `twitter_username` | 55,683,904 | 55683904 | 2.3% |
| `work_email` | 91,427,817 | 91427817 | 3.7% |
*Stats shown are accurate as of data version 34.1*