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	Premium Field
`Total`	2,466,332,645	2466332645	100.0%
`birth_date`	185,836,898	185836898	7.5%
`birth_year`	379,611,616	379611616	15.4%
`certifications`	54,946,610	54946610	2.2%	T
`certifications.end_date`	41,354,359	41354359	1.7%	T
`certifications.name`	54,946,610	54946610	2.2%	T
`certifications.organization`	53,559,795	53559795	2.2%	T
`certifications.start_date`	44,835,859	44835859	1.8%	T
`countries`	1,731,117,200	1731117200	70.2%
`education`	557,453,616	557453616	22.6%
`education.degrees`	170,684,580	170684580	6.9%
`education.end_date`	268,132,567	268132567	10.9%
`education.gpa`	10,208,295	10208295	0.4%
`education.majors`	217,715,329	217715329	8.8%
`education.minors`	1,606,755	1606755	0.1%
`education.raw`	309,598,716	309598716	12.6%	T
`education.school`	541,817,936	541817936	22.0%
`education.school.domain`	353,242,384	353242384	14.3%
`education.school.facebook_url`	255,793,865	255793865	10.4%
`education.school.id`	364,217,149	364217149	14.8%
`education.school.linkedin_id`	297,991,040	297991040	12.1%
`education.school.linkedin_url`	363,259,594	363259594	14.7%
`education.school.location`	346,094,524	346094524	14.0%
`education.school.location.continent`	346,094,524	346094524	14.0%
`education.school.location.country`	346,077,832	346077832	14.0%
`education.school.location.locality`	242,591,765	242591765	9.8%
`education.school.location.name`	346,094,524	346094524	14.0%
`education.school.location.region`	289,239,644	289239644	11.7%
`education.school.name`	541,804,583	541804583	22.0%
`education.school.raw`	540,143,146	540143146	21.9%	T
`education.school.twitter_url`	242,008,581	242008581	9.8%
`education.school.type`	498,046,604	498046604	20.2%
`education.school.website`	353,242,384	353242384	14.3%
`education.start_date`	252,088,899	252088899	10.2%
`education.summary`	49,186,203	49186203	2.0%	T
`emails`	699,856,550	699856550	28.4%
`emails.address`	699,856,550	699856550	28.4%
`emails.first_seen`	699,856,550	699856550	28.4%	T
`emails.last_seen`	699,856,550	699856550	28.4%	T
`emails.num_sources`	699,856,550	699856550	28.4%	T
`emails.type`	616,604,225	616604225	25.0%
`experience`	907,836,257	907836257	36.8%
`experience.company`	865,168,641	865168641	35.1%
`experience.company.facebook_url`	355,989,418	355989418	14.4%
`experience.company.founded`	444,946,581	444946581	18.0%
`experience.company.id`	572,376,121	572376121	23.2%
`experience.company.industry`	546,332,160	546332160	22.2%
`experience.company.linkedin_id`	572,376,121	572376121	23.2%
`experience.company.linkedin_url`	572,376,121	572376121	23.2%
`experience.company.location`	548,599,573	548599573	22.2%
`experience.company.location.address_line_2`	47,460,220	47460220	1.9%
`experience.company.location.continent`	547,296,904	547296904	22.2%
`experience.company.location.country`	548,595,610	548595610	22.2%
`experience.company.location.geo`	451,163,881	451163881	18.3%
`experience.company.location.locality`	450,792,929	450792929	18.3%
`experience.company.location.metro`	250,821,700	250821700	10.2%
`experience.company.location.name`	548,599,573	548599573	22.2%
`experience.company.location.postal_code`	268,527,696	268527696	10.9%
`experience.company.location.region`	489,909,338	489909338	19.9%
`experience.company.location.street_address`	282,933,922	282933922	11.5%
`experience.company.name`	865,168,641	865168641	35.1%
`experience.company.raw`	829,134,151	829134151	33.6%	T
`experience.company.size`	572,376,121	572376121	23.2%
`experience.company.ticker`	126,947,143	126947143	5.1%	T
`experience.company.twitter_url`	354,212,343	354212343	14.4%
`experience.company.type`	572,376,121	572376121	23.2%	T
`experience.company.website`	529,422,873	529422873	21.5%
`experience.end_date`	251,513,709	251513709	10.2%
`experience.first_seen`	907,836,257	907836257	36.8%	T
`experience.is_primary`	907,836,257	907836257	36.8%
`experience.last_seen`	907,836,257	907836257	36.8%	T
`experience.location_names`	277,967,900	277967900	11.3%
`experience.num_sources`	907,836,257	907836257	36.8%	T
`experience.start_date`	410,408,851	410408851	16.6%
`experience.summary`	152,009,649	152009649	6.2%	T
`experience.title`	763,492,121	763492121	31.0%
`experience.title.levels`	255,021,523	255021523	10.3%
`experience.title.name`	763,492,121	763492121	31.0%
`experience.title.raw`	763,492,121	763492121	31.0%	T
`experience.title.role`	313,186,662	313186662	12.7%
`experience.title.sub_role`	210,368,860	210368860	8.5%
`facebook_friends`	39,788,716	39788716	1.6%	T
`facebook_id`	1,009,258,756	1009258756	40.9%
`facebook_url`	719,451,657	719451657	29.2%
`facebook_username`	719,451,657	719451657	29.2%
`first_name`	2,466,332,645	2466332645	100.0%
`first_seen`	2,466,332,645	2466332645	100.0%	T
`full_name`	2,466,332,645	2466332645	100.0%
`github_url`	3,663,479	3663479	0.1%
`github_username`	3,663,479	3663479	0.1%
`id`	2,466,332,645	2466332645	100.0%
`industry`	409,998,537	409998537	16.6%
`inferred_salary`	268,567,473	268567473	10.9%	T
`inferred_years_experience`	410,293,025	410293025	16.6%	T
`interests`	101,123,742	101123742	4.1%
`job_company_12mo_employee_growth_rate`	316,814,869	316814869	12.8%
`job_company_employee_count`	321,188,289	321188289	13.0%
`job_company_facebook_url`	161,811,730	161811730	6.6%
`job_company_founded`	231,510,145	231510145	9.4%
`job_company_id`	321,215,477	321215477	13.0%
`job_company_industry`	297,927,670	297927670	12.1%
`job_company_inferred_revenue`	321,188,289	321188289	13.0%
`job_company_linkedin_id`	321,215,477	321215477	13.0%
`job_company_linkedin_url`	321,215,477	321215477	13.0%
`job_company_location_address_line_2`	14,499,895	14499895	0.6%
`job_company_location_continent`	301,716,922	301716922	12.2%
`job_company_location_country`	302,593,829	302593829	12.3%
`job_company_location_geo`	222,666,177	222666177	9.0%
`job_company_location_locality`	223,106,862	223106862	9.0%
`job_company_location_metro`	98,483,558	98483558	4.0%
`job_company_location_name`	302,600,079	302600079	12.3%
`job_company_location_postal_code`	107,588,315	107588315	4.4%
`job_company_location_region`	253,523,782	253523782	10.3%
`job_company_location_street_address`	114,687,758	114687758	4.7%
`job_company_name`	494,890,020	494890020	20.1%
`job_company_size`	321,215,477	321215477	13.0%
`job_company_ticker`	48,930,705	48930705	2.0%	T
`job_company_total_funding_raised`	58,621,870	58621870	2.4%
`job_company_twitter_url`	160,803,676	160803676	6.5%
`job_company_type`	321,215,477	321215477	13.0%	T
`job_company_website`	285,063,842	285063842	11.6%
`job_history`	910,347,873	910347873	36.9%	T
`job_history.company_id`	584,191,978	584191978	23.7%	T
`job_history.company_name`	868,026,553	868026553	35.2%	T
`job_history.first_seen`	910,347,873	910347873	36.9%	T
`job_history.last_seen`	910,347,873	910347873	36.9%	T
`job_history.num_sources`	910,347,873	910347873	36.9%	T
`job_history.title`	766,028,321	766028321	31.1%	T
`job_last_changed`	525,851,801	525851801	21.3%	T
`job_last_verified`	525,851,801	525851801	21.3%	T
`job_onet_broad_occupation`	237,226,525	237226525	9.6%	T
`job_onet_code`	237,226,525	237226525	9.6%	T
`job_onet_major_group`	237,226,525	237226525	9.6%	T
`job_onet_minor_group`	237,226,525	237226525	9.6%	T
`job_onet_specific_occupation`	237,226,525	237226525	9.6%	T
`job_onet_specific_occupation_detail`	93,028,193	93028193	3.8%	T
`job_start_date`	326,078,233	326078233	13.2%
`job_summary`	63,595,129	63595129	2.6%	T
`job_title`	509,060,925	509060925	20.6%
`job_title_levels`	127,002,226	127002226	5.1%
`job_title_role`	165,911,533	165911533	6.7%
`job_title_sub_role`	96,638,438	96638438	3.9%
`languages`	293,799,510	293799510	11.9%	T
`languages.name`	293,799,510	293799510	11.9%	T
`languages.proficiency`	21,454,935	21454935	0.9%	T
`last_initial`	2,466,332,645	2466332645	100.0%
`last_name`	2,454,744,097	2454744097	99.5%
`linkedin_connections`	507,193,743	507193743	20.6%	T
`linkedin_id`	514,690,923	514690923	20.9%
`linkedin_url`	698,621,935	698621935	28.3%
`linkedin_username`	698,621,935	698621935	28.3%
`location_address_line_2`	79,966,579	79966579	3.2%
`location_continent`	1,720,669,958	1720669958	69.8%
`location_country`	1,713,778,337	1713778337	69.5%
`location_geo`	1,242,331,893	1242331893	50.4%
`location_last_updated`	1,091,942,331	1091942331	44.3%
`location_locality`	1,283,167,499	1283167499	52.0%
`location_metro`	603,239,910	603239910	24.5%
`location_name`	1,713,799,733	1713799733	69.5%
`location_names`	1,379,656,601	1379656601	55.9%
`location_postal_code`	498,995,785	498995785	20.2%
`location_region`	1,432,463,600	1432463600	58.1%
`location_street_address`	483,148,345	483148345	19.6%
`middle_initial`	625,293,599	625293599	25.4%
`middle_name`	409,663,191	409663191	16.6%
`mobile_phone`	503,436,203	503436203	20.4%
`name_aliases`	126,642,186	126642186	5.1%	T
`num_records`	2,466,332,645	2466332645	100.0%	T
`num_sources`	2,466,332,645	2466332645	100.0%	T
`personal_emails`	451,084,214	451084214	18.3%
`phone_numbers`	930,152,340	930152340	37.7%
`phones`	930,152,340	930152340	37.7%	T
`phones.first_seen`	930,152,340	930152340	37.7%	T
`phones.last_seen`	930,152,340	930152340	37.7%	T
`phones.num_sources`	930,152,340	930152340	37.7%	T
`phones.number`	930,152,340	930152340	37.7%	T
`possible_birth_dates`	183,766,104	183766104	7.5%	T
`possible_emails`	109,856,846	109856846	4.5%	T
`possible_emails.address`	109,856,846	109856846	4.5%	T
`possible_emails.first_seen`	109,856,846	109856846	4.5%	T
`possible_emails.last_seen`	109,856,846	109856846	4.5%	T
`possible_emails.num_sources`	109,856,846	109856846	4.5%	T
`possible_emails.type`	89,094,427	89094427	3.6%	T
`possible_location_names`	905,959,158	905959158	36.7%	T
`possible_phones`	54,790,495	54790495	2.2%	T
`possible_phones.first_seen`	54,790,495	54790495	2.2%	T
`possible_phones.last_seen`	54,790,495	54790495	2.2%	T
`possible_phones.num_sources`	54,790,495	54790495	2.2%	T
`possible_phones.number`	54,790,495	54790495	2.2%	T
`possible_profiles`	65,228,938	65228938	2.6%	T
`possible_profiles.first_seen`	65,228,938	65228938	2.6%	T
`possible_profiles.id`	55,385,447	55385447	2.2%	T
`possible_profiles.last_seen`	65,228,938	65228938	2.6%	T
`possible_profiles.network`	65,228,938	65228938	2.6%	T
`possible_profiles.num_sources`	65,228,938	65228938	2.6%	T
`possible_profiles.url`	65,228,938	65228938	2.6%	T
`possible_profiles.username`	46,660,382	46660382	1.9%	T
`possible_street_addresses`	51,575,032	51575032	2.1%	T
`possible_street_addresses.address_line_2`	9,958,644	9958644	0.4%	T
`possible_street_addresses.continent`	51,575,032	51575032	2.1%	T
`possible_street_addresses.country`	51,575,032	51575032	2.1%	T
`possible_street_addresses.first_seen`	51,575,032	51575032	2.1%	T
`possible_street_addresses.geo`	51,311,885	51311885	2.1%	T
`possible_street_addresses.last_seen`	51,575,032	51575032	2.1%	T
`possible_street_addresses.locality`	51,575,032	51575032	2.1%	T
`possible_street_addresses.metro`	44,078,439	44078439	1.8%	T
`possible_street_addresses.name`	51,575,032	51575032	2.1%	T
`possible_street_addresses.num_sources`	51,575,032	51575032	2.1%	T
`possible_street_addresses.postal_code`	51,155,449	51155449	2.1%	T
`possible_street_addresses.region`	51,575,032	51575032	2.1%	T
`possible_street_addresses.street_address`	51,575,032	51575032	2.1%	T
`profiles`	1,805,686,004	1805686004	73.2%
`profiles.first_seen`	1,805,686,004	1805686004	73.2%	T
`profiles.id`	1,509,531,736	1509531736	61.2%
`profiles.last_seen`	1,805,686,004	1805686004	73.2%	T
`profiles.network`	1,805,686,004	1805686004	73.2%
`profiles.num_sources`	1,805,686,004	1805686004	73.2%	T
`profiles.url`	1,805,686,004	1805686004	73.2%
`profiles.username`	1,497,491,767	1497491767	60.7%
`recommended_personal_email`	451,009,971	451009971	18.3%
`regions`	1,500,101,097	1500101097	60.8%
`sex`	1,762,357,934	1762357934	71.5%
`skills`	159,169,729	159169729	6.5%
`street_addresses`	495,472,458	495472458	20.1%
`street_addresses.address_line_2`	176,545,268	176545268	7.2%
`street_addresses.continent`	495,472,458	495472458	20.1%
`street_addresses.country`	495,472,458	495472458	20.1%
`street_addresses.first_seen`	495,472,458	495472458	20.1%	T
`street_addresses.geo`	492,803,864	492803864	20.0%
`street_addresses.last_seen`	495,472,458	495472458	20.1%	T
`street_addresses.locality`	495,472,458	495472458	20.1%
`street_addresses.metro`	433,195,490	433195490	17.6%
`street_addresses.name`	495,472,458	495472458	20.1%
`street_addresses.num_sources`	495,472,458	495472458	20.1%	T
`street_addresses.postal_code`	494,242,405	494242405	20.0%
`street_addresses.region`	495,472,458	495472458	20.1%
`street_addresses.street_address`	495,472,458	495472458	20.1%
`summary`	133,886,139	133886139	5.4%	T
`twitter_url`	55,576,392	55576392	2.3%
`twitter_username`	55,576,392	55576392	2.3%
`work_email`	85,602,057	85602057	3.5%

Stats shown are accurate as of data version 28.0