> ## 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. # Email Stats *All Records Have -- Email* ## Description The Email Slice Dataset is a subset of our full [Person Dataset](https://docs.peopledatalabs.com/docs/stats) and is composed of all the records containing at least one email address. 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**\ *Email Enrichment, Sales Lead Generation, Candidate Outreach* | Field | Count | Numeric | Fill Percentage | | ----------------------------------------------------- | ----------- | --------- | --------------- | | `Total` | 612,908,541 | 612908541 | 100.0% | | `activity_score` | 203,722,844 | 203722844 | 33.2% | | `activity_score_factors` | 203,722,844 | 203722844 | 33.2% | | `activity_score_factors.connection_change` | 203,722,844 | 203722844 | 33.2% | | `activity_score_factors.months_since_last_end_resume` | 16,978,124 | 16978124 | 2.8% | | `activity_score_factors.profile_change` | 203,722,844 | 203722844 | 33.2% | | `birth_date` | 69,564,192 | 69564192 | 11.3% | | `birth_year` | 139,233,528 | 139233528 | 22.7% | | `certifications` | 35,064,126 | 35064126 | 5.7% | | `certifications.end_date` | 27,325,805 | 27325805 | 4.5% | | `certifications.name` | 35,064,126 | 35064126 | 5.7% | | `certifications.organization` | 34,499,183 | 34499183 | 5.6% | | `certifications.start_date` | 29,525,308 | 29525308 | 4.8% | | `countries` | 476,238,652 | 476238652 | 77.7% | | `education` | 159,486,904 | 159486904 | 26.0% | | `education.degrees` | 84,969,884 | 84969884 | 13.9% | | `education.end_date` | 122,697,452 | 122697452 | 20.0% | | `education.gpa` | 6,297,981 | 6297981 | 1.0% | | `education.majors` | 96,364,152 | 96364152 | 15.7% | | `education.minors` | 1,259,864 | 1259864 | 0.2% | | `education.raw` | 128,058,404 | 128058404 | 20.9% | | `education.school` | 159,403,785 | 159403785 | 26.0% | | `education.school.domain` | 139,790,362 | 139790362 | 22.8% | | `education.school.facebook_url` | 106,561,819 | 106561819 | 17.4% | | `education.school.id` | 142,284,911 | 142284911 | 23.2% | | `education.school.linkedin_id` | 142,284,911 | 142284911 | 23.2% | | `education.school.linkedin_url` | 142,284,220 | 142284220 | 23.2% | | `education.school.location` | 137,463,731 | 137463731 | 22.4% | | `education.school.location.continent` | 137,463,731 | 137463731 | 22.4% | | `education.school.location.country` | 137,463,584 | 137463584 | 22.4% | | `education.school.location.locality` | 134,108,799 | 134108799 | 21.9% | | `education.school.location.name` | 137,463,731 | 137463731 | 22.4% | | `education.school.location.region` | 136,115,730 | 136115730 | 22.2% | | `education.school.name` | 159,400,064 | 159400064 | 26.0% | | `education.school.raw` | 158,707,264 | 158707264 | 25.9% | | `education.school.twitter_url` | 103,325,080 | 103325080 | 16.9% | | `education.school.type` | 155,504,590 | 155504590 | 25.4% | | `education.school.website` | 139,790,362 | 139790362 | 22.8% | | `education.start_date` | 114,517,606 | 114517606 | 18.7% | | `education.summary` | 39,269,391 | 39269391 | 6.4% | | `emails` | 612,908,541 | 612908541 | 100.0% | | `emails.address` | 612,908,541 | 612908541 | 100.0% | | `emails.first_seen` | 612,908,541 | 612908541 | 100.0% | | `emails.last_seen` | 612,908,541 | 612908541 | 100.0% | | `emails.md5_hash` | 612,908,541 | 612908541 | 100.0% | | `emails.num_sources` | 612,908,541 | 612908541 | 100.0% | | `emails.sha_256_hash` | 612,908,541 | 612908541 | 100.0% | | `emails.type` | 545,234,995 | 545234995 | 89.0% | | `experience` | 276,958,281 | 276958281 | 45.2% | | `experience.company` | 272,460,505 | 272460505 | 44.5% | | `experience.company.facebook_url` | 162,852,224 | 162852224 | 26.6% | | `experience.company.founded` | 190,030,075 | 190030075 | 31.0% | | `experience.company.id` | 228,854,659 | 228854659 | 37.3% | | `experience.company.industry` | 223,026,589 | 223026589 | 36.4% | | `experience.company.industry_v2` | 212,555,651 | 212555651 | 34.7% | | `experience.company.linkedin_id` | 228,854,659 | 228854659 | 37.3% | | `experience.company.linkedin_url` | 228,854,659 | 228854659 | 37.3% | | `experience.company.location` | 223,722,082 | 223722082 | 36.5% | | `experience.company.location.address_line_2` | 48,623,600 | 48623600 | 7.9% | | `experience.company.location.continent` | 223,281,304 | 223281304 | 36.4% | | `experience.company.location.country` | 223,720,783 | 223720783 | 36.5% | | `experience.company.location.geo` | 213,475,898 | 213475898 | 34.8% | | `experience.company.location.locality` | 214,962,852 | 214962852 | 35.1% | | `experience.company.location.metro` | 131,074,680 | 131074680 | 21.4% | | `experience.company.location.name` | 223,722,082 | 223722082 | 36.5% | | `experience.company.location.postal_code` | 197,760,269 | 197760269 | 32.3% | | `experience.company.location.region` | 216,245,605 | 216245605 | 35.3% | | `experience.company.location.street_address` | 190,033,125 | 190033125 | 31.0% | | `experience.company.name` | 272,460,505 | 272460505 | 44.5% | | `experience.company.raw` | 272,442,416 | 272442416 | 44.5% | | `experience.company.size` | 228,854,659 | 228854659 | 37.3% | | `experience.company.ticker` | 62,523,390 | 62523390 | 10.2% | | `experience.company.twitter_url` | 145,125,312 | 145125312 | 23.7% | | `experience.company.type` | 228,854,659 | 228854659 | 37.3% | | `experience.company.website` | 218,484,809 | 218484809 | 35.6% | | `experience.end_date` | 119,088,299 | 119088299 | 19.4% | | `experience.first_seen` | 276,958,281 | 276958281 | 45.2% | | `experience.is_primary` | 276,958,281 | 276958281 | 45.2% | | `experience.last_seen` | 276,958,281 | 276958281 | 45.2% | | `experience.location_names` | 172,661,940 | 172661940 | 28.2% | | `experience.num_sources` | 276,958,281 | 276958281 | 45.2% | | `experience.start_date` | 152,368,807 | 152368807 | 24.9% | | `experience.summary` | 93,340,812 | 93340812 | 15.2% | | `experience.title` | 260,007,325 | 260007325 | 42.4% | | `experience.title.class` | 211,207,736 | 211207736 | 34.5% | | `experience.title.levels` | 133,745,172 | 133745172 | 21.8% | | `experience.title.name` | 260,007,325 | 260007325 | 42.4% | | `experience.title.raw` | 260,007,325 | 260007325 | 42.4% | | `experience.title.role` | 211,207,736 | 211207736 | 34.5% | | `experience.title.sub_role` | 187,961,203 | 187961203 | 30.7% | | `facebook_friends` | 8,058,177 | 8058177 | 1.3% | | `facebook_id` | 58,816,924 | 58816924 | 9.6% | | `facebook_url` | 52,652,107 | 52652107 | 8.6% | | `facebook_username` | 52,652,107 | 52652107 | 8.6% | | `first_name` | 612,908,541 | 612908541 | 100.0% | | `first_seen` | 612,908,541 | 612908541 | 100.0% | | `full_name` | 612,908,541 | 612908541 | 100.0% | | `github_url` | 2,409,332 | 2409332 | 0.4% | | `github_username` | 2,409,332 | 2409332 | 0.4% | | `headline` | 117,912,392 | 117912392 | 19.2% | | `id` | 612,908,541 | 612908541 | 100.0% | | `industry` | 188,499,555 | 188499555 | 30.8% | | `inferred_salary` | 119,690,211 | 119690211 | 19.5% | | `inferred_years_experience` | 151,744,587 | 151744587 | 24.8% | | `interests` | 54,535,047 | 54535047 | 8.9% | | `job_company_12mo_employee_growth_rate` | 143,885,403 | 143885403 | 23.5% | | `job_company_employee_count` | 144,565,050 | 144565050 | 23.6% | | `job_company_facebook_url` | 83,483,330 | 83483330 | 13.6% | | `job_company_founded` | 111,927,142 | 111927142 | 18.3% | | `job_company_id` | 144,571,981 | 144571981 | 23.6% | | `job_company_industry` | 140,262,545 | 140262545 | 22.9% | | `job_company_industry_v2` | 133,420,335 | 133420335 | 21.8% | | `job_company_inferred_revenue` | 144,565,050 | 144565050 | 23.6% | | `job_company_linkedin_id` | 144,571,981 | 144571981 | 23.6% | | `job_company_linkedin_url` | 144,571,981 | 144571981 | 23.6% | | `job_company_location_address_line_2` | 15,683,353 | 15683353 | 2.6% | | `job_company_location_continent` | 138,192,457 | 138192457 | 22.5% | | `job_company_location_country` | 138,636,140 | 138636140 | 22.6% | | `job_company_location_geo` | 128,799,849 | 128799849 | 21.0% | | `job_company_location_locality` | 130,758,149 | 130758149 | 21.3% | | `job_company_location_metro` | 60,910,415 | 60910415 | 9.9% | | `job_company_location_name` | 138,638,386 | 138638386 | 22.6% | | `job_company_location_postal_code` | 108,643,343 | 108643343 | 17.7% | | `job_company_location_region` | 132,583,540 | 132583540 | 21.6% | | `job_company_location_street_address` | 103,789,007 | 103789007 | 16.9% | | `job_company_name` | 176,502,097 | 176502097 | 28.8% | | `job_company_size` | 144,571,981 | 144571981 | 23.6% | | `job_company_ticker` | 25,701,683 | 25701683 | 4.2% | | `job_company_total_funding_raised` | 32,381,845 | 32381845 | 5.3% | | `job_company_twitter_url` | 68,046,542 | 68046542 | 11.1% | | `job_company_type` | 144,571,981 | 144571981 | 23.6% | | `job_company_website` | 132,510,223 | 132510223 | 21.6% | | `job_history` | 277,116,395 | 277116395 | 45.2% | | `job_history.company_id` | 231,884,077 | 231884077 | 37.8% | | `job_history.company_name` | 273,105,322 | 273105322 | 44.6% | | `job_history.first_seen` | 277,116,395 | 277116395 | 45.2% | | `job_history.last_seen` | 277,116,395 | 277116395 | 45.2% | | `job_history.num_sources` | 277,116,395 | 277116395 | 45.2% | | `job_history.title` | 260,220,333 | 260220333 | 42.5% | | `job_last_changed` | 180,000,323 | 180000323 | 29.4% | | `job_last_verified` | 180,000,323 | 180000323 | 29.4% | | `job_onet_broad_occupation` | 87,909,432 | 87909432 | 14.3% | | `job_onet_code` | 87,909,432 | 87909432 | 14.3% | | `job_onet_major_group` | 87,909,432 | 87909432 | 14.3% | | `job_onet_minor_group` | 87,909,432 | 87909432 | 14.3% | | `job_onet_specific_occupation` | 87,909,432 | 87909432 | 14.3% | | `job_onet_specific_occupation_detail` | 35,226,729 | 35226729 | 5.7% | | `job_start_date` | 131,732,900 | 131732900 | 21.5% | | `job_summary` | 40,543,690 | 40543690 | 6.6% | | `job_title` | 178,512,311 | 178512311 | 29.1% | | `job_title_class` | 126,359,848 | 126359848 | 20.6% | | `job_title_levels` | 64,804,239 | 64804239 | 10.6% | | `job_title_role` | 126,359,848 | 126359848 | 20.6% | | `job_title_sub_role` | 101,557,150 | 101557150 | 16.6% | | `languages` | 114,707,125 | 114707125 | 18.7% | | `languages.name` | 114,707,125 | 114707125 | 18.7% | | `languages.proficiency` | 35,826,018 | 35826018 | 5.8% | | `last_initial` | 612,908,541 | 612908541 | 100.0% | | `last_name` | 611,620,651 | 611620651 | 99.8% | | `linkedin_connections` | 198,226,870 | 198226870 | 32.3% | | `linkedin_id` | 201,472,983 | 201472983 | 32.9% | | `linkedin_url` | 211,027,106 | 211027106 | 34.4% | | `linkedin_username` | 211,027,106 | 211027106 | 34.4% | | `location_address_line_2` | 38,240,911 | 38240911 | 6.2% | | `location_continent` | 476,240,529 | 476240529 | 77.7% | | `location_country` | 476,220,319 | 476220319 | 77.7% | | `location_geo` | 427,599,752 | 427599752 | 69.8% | | `location_last_updated` | 300,208,265 | 300208265 | 49.0% | | `location_locality` | 429,388,426 | 429388426 | 70.1% | | `location_metro` | 268,260,741 | 268260741 | 43.8% | | `location_name` | 476,240,529 | 476240529 | 77.7% | | `location_names` | 431,800,358 | 431800358 | 70.5% | | `location_postal_code` | 242,549,939 | 242549939 | 39.6% | | `location_region` | 438,884,899 | 438884899 | 71.6% | | `location_street_address` | 224,524,746 | 224524746 | 36.6% | | `middle_initial` | 162,518,682 | 162518682 | 26.5% | | `middle_name` | 91,803,832 | 91803832 | 15.0% | | `mobile_phone` | 98,861,881 | 98861881 | 16.1% | | `name_aliases` | 58,136,111 | 58136111 | 9.5% | | `num_records` | 612,908,541 | 612908541 | 100.0% | | `num_sources` | 612,908,541 | 612908541 | 100.0% | | `personal_emails` | 392,808,045 | 392808045 | 64.1% | | `phone_numbers` | 223,172,662 | 223172662 | 36.4% | | `phones` | 223,172,662 | 223172662 | 36.4% | | `phones.first_seen` | 223,172,662 | 223172662 | 36.4% | | `phones.last_seen` | 223,172,662 | 223172662 | 36.4% | | `phones.num_sources` | 223,172,662 | 223172662 | 36.4% | | `phones.number` | 223,172,662 | 223172662 | 36.4% | | `possible_birth_dates` | 67,682,129 | 67682129 | 11.0% | | `possible_emails` | 79,467,755 | 79467755 | 13.0% | | `possible_emails.address` | 79,467,755 | 79467755 | 13.0% | | `possible_emails.first_seen` | 79,467,755 | 79467755 | 13.0% | | `possible_emails.last_seen` | 79,467,755 | 79467755 | 13.0% | | `possible_emails.md5_hash` | 79,467,755 | 79467755 | 13.0% | | `possible_emails.num_sources` | 79,467,755 | 79467755 | 13.0% | | `possible_emails.sha_256_hash` | 79,467,755 | 79467755 | 13.0% | | `possible_emails.type` | 69,593,367 | 69593367 | 11.4% | | `possible_location_names` | 337,165,528 | 337165528 | 55.0% | | `possible_phones` | 34,398,423 | 34398423 | 5.6% | | `possible_phones.first_seen` | 34,398,423 | 34398423 | 5.6% | | `possible_phones.last_seen` | 34,398,423 | 34398423 | 5.6% | | `possible_phones.num_sources` | 34,398,423 | 34398423 | 5.6% | | `possible_phones.number` | 34,398,423 | 34398423 | 5.6% | | `possible_profiles` | 28,303,566 | 28303566 | 4.6% | | `possible_profiles.first_seen` | 28,303,566 | 28303566 | 4.6% | | `possible_profiles.id` | 12,570,648 | 12570648 | 2.1% | | `possible_profiles.last_seen` | 28,303,566 | 28303566 | 4.6% | | `possible_profiles.network` | 28,303,566 | 28303566 | 4.6% | | `possible_profiles.num_sources` | 28,303,566 | 28303566 | 4.6% | | `possible_profiles.url` | 28,303,566 | 28303566 | 4.6% | | `possible_profiles.username` | 27,593,385 | 27593385 | 4.5% | | `possible_street_addresses` | 37,814,988 | 37814988 | 6.2% | | `possible_street_addresses.address_line_2` | 6,972,924 | 6972924 | 1.1% | | `possible_street_addresses.continent` | 37,814,988 | 37814988 | 6.2% | | `possible_street_addresses.country` | 37,814,988 | 37814988 | 6.2% | | `possible_street_addresses.first_seen` | 37,814,988 | 37814988 | 6.2% | | `possible_street_addresses.geo` | 37,813,792 | 37813792 | 6.2% | | `possible_street_addresses.last_seen` | 37,814,988 | 37814988 | 6.2% | | `possible_street_addresses.locality` | 37,814,476 | 37814476 | 6.2% | | `possible_street_addresses.metro` | 32,044,910 | 32044910 | 5.2% | | `possible_street_addresses.name` | 37,814,988 | 37814988 | 6.2% | | `possible_street_addresses.num_sources` | 37,814,988 | 37814988 | 6.2% | | `possible_street_addresses.postal_code` | 37,592,027 | 37592027 | 6.1% | | `possible_street_addresses.region` | 37,814,626 | 37814626 | 6.2% | | `possible_street_addresses.street_address` | 37,814,988 | 37814988 | 6.2% | | `profile_score` | 219,145,155 | 219145155 | 35.8% | | `profile_score_factors` | 219,145,155 | 219145155 | 35.8% | | `profile_score_factors.attribute_fill_rate` | 219,145,155 | 219145155 | 35.8% | | `profile_score_factors.has_valid_url` | 219,145,155 | 219145155 | 35.8% | | `profile_score_factors.linkedin_connections` | 219,145,155 | 219145155 | 35.8% | | `profile_score_factors.profile_age_months` | 219,145,155 | 219145155 | 35.8% | | `profiles` | 264,916,661 | 264916661 | 43.2% | | `profiles.first_seen` | 264,916,661 | 264916661 | 43.2% | | `profiles.id` | 247,482,830 | 247482830 | 40.4% | | `profiles.last_seen` | 264,916,661 | 264916661 | 43.2% | | `profiles.network` | 264,916,661 | 264916661 | 43.2% | | `profiles.num_sources` | 264,916,661 | 264916661 | 43.2% | | `profiles.url` | 264,916,661 | 264916661 | 43.2% | | `profiles.username` | 259,245,867 | 259245867 | 42.3% | | `recommended_personal_email` | 392,806,948 | 392806948 | 64.1% | | `regions` | 441,907,455 | 441907455 | 72.1% | | `sex` | 490,921,478 | 490921478 | 80.1% | | `skills` | 108,123,900 | 108123900 | 17.6% | | `street_addresses` | 232,228,788 | 232228788 | 37.9% | | `street_addresses.address_line_2` | 78,824,324 | 78824324 | 12.9% | | `street_addresses.continent` | 232,228,788 | 232228788 | 37.9% | | `street_addresses.country` | 232,228,788 | 232228788 | 37.9% | | `street_addresses.first_seen` | 232,228,788 | 232228788 | 37.9% | | `street_addresses.geo` | 231,812,694 | 231812694 | 37.8% | | `street_addresses.last_seen` | 232,228,788 | 232228788 | 37.9% | | `street_addresses.locality` | 231,880,486 | 231880486 | 37.8% | | `street_addresses.metro` | 199,772,618 | 199772618 | 32.6% | | `street_addresses.name` | 232,228,788 | 232228788 | 37.9% | | `street_addresses.num_sources` | 232,228,788 | 232228788 | 37.9% | | `street_addresses.postal_code` | 230,650,735 | 230650735 | 37.6% | | `street_addresses.region` | 231,929,022 | 231929022 | 37.8% | | `street_addresses.street_address` | 232,228,788 | 232228788 | 37.9% | | `summary` | 74,272,399 | 74272399 | 12.1% | | `twitter_url` | 10,528,419 | 10528419 | 1.7% | | `twitter_username` | 10,528,419 | 10528419 | 1.7% | | `work_email` | 89,699,059 | 89699059 | 14.6% | *Stats shown are accurate as of data version 34.1*