International Business Person

Data Schema, Counts, and Fill Rates

Feature	Description	Count	Fill Rate
FIRST_NAME	First name of the person in this record	722,935,533	99.64%
LAST_NAME	Last name of the person in this record	714,930,173	98.54%
JOB_TITLE	The current job title of the person in this record	292,590,863	40.33%
BUSINESS_EMAIL	The primary business email associated with this person	86,932,636	11.98%
LINKEDIN_URL	The LinkedIn URL for this person	694,740,686	95.76%
PERSONAL_CITY	The city in which this person resides	454,786,729	62.68%
PERSONAL_STATE	The state, province, or region where this person lives, if applicable	339,467,973	46.79%
PERSONAL_COUNTRY	The country name of the personal address	533,426,563	73.52%
PERSONAL_COUNTRY_ALPHA_2	The ISO-3166 Alpha 2 Code associated with this country	721,587,799	99.46%
PERSONAL_REGION	The ISO-3166 region associated with this country	718,712,216	99.06%
COMPANY_ID	A persistent, unique ID, assigned to each company in the Co-Op Firmographic dataset. The cc_id, along with the up_id, are used as key linkage across the co-op data sets.	153,485,099	21.16%
COMPANY_NAME	Company name associated with the record	152,208,639	20.98%
COMPANY_DOMAIN	The primary domain associated with this company	153,485,099	21.16%
COMPANY_LINKEDIN_URL	The URL for the company's LinkedIn profile	149,949,178	20.67%
COMPANY_ADDRESS	The physical address of the company headquarters.	119,384,677	16.45%
COMPANY_ADDRESS_2	The physical address of the company headquarters.	39,811,796	5.49%
COMPANY_CITY	The city of the company headquarters.	132,827,020	18.31%
COMPANY_STATE	The state, province, or region where the company is headquartered, if applicable.	115,941,238	15.98%
COMPANY_ZIP	The postal code associated with the company address.	79,987,263	11.02%
COMPANY_COUNTRY	The country name of the company address.	141,490,972	19.50%
COMPANY_COUNTRY_ALPHA_2	The ISO-3166 Alpha 2 Code associated with this country	132,266,141	18.23%
COMPANY_REGION	The ISO-3166 region associated with this country	132,136,431	18.21%
BUSINESS_EMAIL_VALIDATION_STATUS	The validation status of the associated business email. The following values are allowed: 'Valid (Catch-All)' = the host email server does not return and 'invalid' response to an email sent to this email address. ; 'Valid (Esp)' = the email validation flag was provided by an Email Service Provider (ESP); 'Valid (Digital)'= the validation flag originated from cookie signal or digital tag.	32,083,693	4.42%
BUSINESS_EMAIL_LAST_SEEN	The date (unix) by when an email was last seen as contributed via validation or other verifiable data. Null values mean that no data is available	32,083,693	4.42%
JOB_TITLE_LAST_UPDATED	The Unix timestamp of the last update for the job title.	533,426,563	73.52%
COMPANY_LAST_UPDATED	This is the Unix timestamp of the last update for the company_name field in the B2B and Universal Person files. This field records when the contact record was last confirmed at the company. Note: companies may have multiple 'company_last_updated' values, reflecting the last updates across different employees.	533,426,563	73.52%
EDUCATION	This field is a JSON formatted education history, which when available, include data for: degree, description, start_time, end_time, institution_name, and social_url.	218,801,992	30.16%
WORK_HISTORY	This field is a JSON formatted work history, which when available, include data for: company name, position, duration, start_time, end_time, job_description, location, and social_url.	326,162,735	44.96%
LI_SOCIAL_CONNECTIONS	Social Connections count as reported on LinkedIn	350,591,863	48.32%

Regional Contact Breakdown

Region	Count
Asia	230,659,838
Europe	212,147,570
Americas	198,437,995
Africa	57,263,481
Oceania	20,191,906
NULL	6,813,316

Counts and Fill Rates by Region

PERSONAL_REGION	Asia	Europe	Americas	Africa	Oceania	NULL	Africa	Fill Rate	Oceania	Fill Rate	NULL	Fill Rate
FIRST_NAME	228,705,938	211,732,871	198,383,042	57,179,376	20,174,777	6,748,150	31,198,328	98.93%	12,611,688	99.60%	2,753,805	85.23%
LAST_NAME	224,070,515	209,989,299	197,428,320	56,839,418	19,971,723	6,619,704	31,182,210	98.88%	12,601,572	99.52%	2,738,754	84.77%
JOB_TITLE	85,960,285	92,119,385	78,072,951	24,287,838	9,560,871	2,584,757	2,618,130	8.30%	3,199,150	25.27%	303,466	9.39%
BUSINESS_EMAIL	24,933,804	33,094,962	19,530,325	4,977,742	3,759,735	635,363	30,542,651	96.85%	12,065,078	95.29%	3,099,115	95.92%
LINKEDIN_URL	227,024,589	203,820,629	181,318,627	56,282,862	19,599,504	6,683,049	28,791,918	91.30%	11,556,278	91.27%	2,428,232	75.16%
PERSONAL_CITY	141,932,842	143,712,602	125,153,505	27,490,715	14,164,240	2,332,783	3,163,432	10.03%	4,789,599	37.83%	221,658	6.86%
PERSONAL_STATE	110,144,200	93,778,157	110,768,444	13,881,567	10,499,270	396,325	3,602,925	11.42%	5,118,698	40.43%	326,977	10.12%
PERSONAL_COUNTRY	178,240,943	156,152,012	135,212,115	43,502,467	14,809,996	5,499,983	31,536,895	100.00%	12,662,031	100.00%	3,230,927	100.00%
PERSONAL_COUNTRY_ALPHA_2	230,659,838	212,147,570	198,437,995	57,263,481	20,191,906	2,875,583	31,536,895	100.00%	12,662,031	100.00%	1,528,297	47.30%
PERSONAL_REGION_1	230,659,838	212,147,570	198,437,995	57,263,481	20,191,906	-	31,536,895	100.00%	12,662,031	100.00%	0	0.00%
COMPANY_ID	49,311,987	51,777,968	35,769,303	10,140,440	5,318,203	1,165,489	14,968,570	47.46%	7,794,851	61.56%	1,294,562	40.07%
COMPANY_NAME	48,213,677	51,669,788	35,745,904	10,110,315	5,315,100	1,152,153	28,743,129	91.14%	11,465,379	90.55%	2,403,358	74.39%
COMPANY_DOMAIN	49,311,987	51,777,968	35,769,303	10,140,440	5,318,203	1,165,489	14,424,955	45.74%	4,834,430	38.18%	1,152,447	35.67%
COMPANY_LINKEDIN_URL	48,360,391	50,453,001	34,880,089	9,896,377	5,219,362	1,138,309	1,722,882	5.46%	2,301,160	18.17%	205,077	6.35%
COMPANY_ADDRESS	37,014,173	41,792,885	27,837,616	7,443,464	4,460,507	834,780	425,215	1.35%	610,821	4.82%	52,927	1.64%
COMPANY_ADDRESS_2	17,362,506	9,587,810	8,797,994	2,132,097	1,647,742	283,216	2,259,431	7.16%	2,586,094	20.42%	252,784	7.82%
COMPANY_CITY	42,383,763	45,014,590	31,296,418	8,470,152	4,733,559	927,131	2,124,077	6.74%	2,499,407	19.74%	198,191	6.13%
COMPANY_STATE	36,653,407	41,619,834	26,179,091	6,300,053	4,536,764	650,813	829,567	2.63%	553,766	4.37%	139,122	4.31%
COMPANY_ZIP	32,991,080	26,225,981	15,401,901	3,661,845	1,157,680	547,762	3,166,984	10.04%	3,597,097	28.41%	337,397	10.44%
COMPANY_COUNTRY	45,154,668	48,377,729	32,874,913	9,054,136	4,998,166	1,029,810	3,147,781	9.98%	3,594,222	28.39%	235,619	7.29%
COMPANY_COUNTRY_ALPHA_2	42,451,009	44,947,385	30,977,571	8,393,330	4,669,150	826,307	3,147,483	9.98%	3,593,671	28.38%	224,832	6.96%
COMPANY_REGION	42,429,704	44,945,215	30,974,815	8,389,724	4,668,644	726,940	896,671	2.84%	1,236,757	9.77%	127,123	3.93%
BUSINESS_EMAIL_VALIDATION_STATUS	7,805,221	14,670,268	6,098,715	1,403,629	1,915,930	189,738	896,671	2.84%	1,236,757	9.77%	127,123	3.93%
BUSINESS_EMAIL_LAST_SEEN	7,805,221	14,670,268	6,098,715	1,403,629	1,915,930	189,738
JOB_TITLE_LAST_UPDATED	178,240,943	156,152,012	135,212,115	43,502,467	14,809,996	5,499,983
COMPANY_LAST_UPDATED	178,240,943	156,152,012	135,212,115	43,502,467	14,809,996	5,499,983
EDUCATION	76,656,847	63,430,552	52,675,235	17,798,985	6,254,630	1,983,102
WORK_HISTORY	97,901,389	101,319,838	87,260,661	26,440,282	10,268,761	2,966,561
LI_SOCIAL_CONNECTIONS	107,936,170	114,846,115	86,115,832	27,403,984	10,706,706	3,579,659