Phone Stats

Description

The Phone Slice Dataset is a subset of our full Person Dataset and is composed of all the records containing at least one phone number. 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
Background Checks, People Search

Field	Count	Numeric	Fill Percentage
`Total`	780,053,775	780053775	100.0%
`activity_score`	82,104,536	82104536	10.5%
`activity_score_factors`	82,104,536	82104536	10.5%
`activity_score_factors.connection_change`	82,104,536	82104536	10.5%
`activity_score_factors.months_since_last_end_resume`	6,360,004	6360004	0.8%
`activity_score_factors.profile_change`	82,104,536	82104536	10.5%
`birth_date`	115,379,101	115379101	14.8%
`birth_year`	205,193,596	205193596	26.3%
`certifications`	14,884,124	14884124	1.9%
`certifications.end_date`	11,040,096	11040096	1.4%
`certifications.name`	14,884,124	14884124	1.9%
`certifications.organization`	14,564,411	14564411	1.9%
`certifications.start_date`	11,933,804	11933804	1.5%
`countries`	518,034,717	518034717	66.4%
`education`	167,936,027	167936027	21.5%
`education.degrees`	42,948,924	42948924	5.5%
`education.end_date`	56,076,235	56076235	7.2%
`education.gpa`	3,393,079	3393079	0.4%
`education.majors`	54,856,939	54856939	7.0%
`education.minors`	902,034	902034	0.1%
`education.raw`	71,959,360	71959360	9.2%
`education.school`	167,888,450	167888450	21.5%
`education.school.domain`	116,420,149	116420149	14.9%
`education.school.facebook_url`	76,815,231	76815231	9.8%
`education.school.id`	119,833,585	119833585	15.4%
`education.school.linkedin_id`	119,833,585	119833585	15.4%
`education.school.linkedin_url`	119,830,636	119830636	15.4%
`education.school.location`	111,723,806	111723806	14.3%
`education.school.location.continent`	111,723,806	111723806	14.3%
`education.school.location.country`	111,723,626	111723626	14.3%
`education.school.location.locality`	109,369,199	109369199	14.0%
`education.school.location.name`	111,723,806	111723806	14.3%
`education.school.location.region`	109,996,041	109996041	14.1%
`education.school.name`	167,887,543	167887543	21.5%
`education.school.raw`	167,746,009	167746009	21.5%
`education.school.twitter_url`	74,858,298	74858298	9.6%
`education.school.type`	157,402,697	157402697	20.2%
`education.school.website`	116,420,149	116420149	14.9%
`education.start_date`	48,451,882	48451882	6.2%
`education.summary`	18,400,251	18400251	2.4%
`emails`	227,328,424	227328424	29.1%
`emails.address`	227,328,424	227328424	29.1%
`emails.first_seen`	227,328,424	227328424	29.1%
`emails.last_seen`	227,328,424	227328424	29.1%
`emails.md5_hash`	227,328,424	227328424	29.1%
`emails.num_sources`	227,328,424	227328424	29.1%
`emails.sha_256_hash`	227,328,424	227328424	29.1%
`emails.type`	207,350,969	207350969	26.6%
`experience`	181,235,291	181235291	23.2%
`experience.company`	178,315,812	178315812	22.9%
`experience.company.facebook_url`	82,959,277	82959277	10.6%
`experience.company.founded`	97,199,718	97199718	12.5%
`experience.company.id`	122,773,451	122773451	15.7%
`experience.company.industry`	118,986,075	118986075	15.3%
`experience.company.industry_v2`	117,593,085	117593085	15.1%
`experience.company.linkedin_id`	122,773,451	122773451	15.7%
`experience.company.linkedin_url`	122,773,451	122773451	15.7%
`experience.company.location`	120,156,326	120156326	15.4%
`experience.company.location.address_line_2`	25,913,446	25913446	3.3%
`experience.company.location.continent`	119,922,467	119922467	15.4%
`experience.company.location.country`	120,156,113	120156113	15.4%
`experience.company.location.geo`	115,140,185	115140185	14.8%
`experience.company.location.locality`	115,774,319	115774319	14.8%
`experience.company.location.metro`	86,864,840	86864840	11.1%
`experience.company.location.name`	120,156,326	120156326	15.4%
`experience.company.location.postal_code`	107,398,539	107398539	13.8%
`experience.company.location.region`	116,277,483	116277483	14.9%
`experience.company.location.street_address`	103,180,794	103180794	13.2%
`experience.company.name`	178,315,812	178315812	22.9%
`experience.company.raw`	178,312,700	178312700	22.9%
`experience.company.size`	122,773,451	122773451	15.7%
`experience.company.ticker`	29,219,538	29219538	3.7%
`experience.company.twitter_url`	74,616,944	74616944	9.6%
`experience.company.type`	122,773,451	122773451	15.7%
`experience.company.website`	114,336,724	114336724	14.7%
`experience.end_date`	58,311,455	58311455	7.5%
`experience.first_seen`	181,235,291	181235291	23.2%
`experience.is_primary`	181,235,291	181235291	23.2%
`experience.last_seen`	181,235,291	181235291	23.2%
`experience.location_names`	90,301,477	90301477	11.6%
`experience.num_sources`	181,235,291	181235291	23.2%
`experience.start_date`	94,520,014	94520014	12.1%
`experience.summary`	43,896,787	43896787	5.6%
`experience.title`	138,674,477	138674477	17.8%
`experience.title.class`	109,450,323	109450323	14.0%
`experience.title.levels`	65,189,052	65189052	8.4%
`experience.title.name`	138,674,477	138674477	17.8%
`experience.title.raw`	138,674,477	138674477	17.8%
`experience.title.role`	109,450,323	109450323	14.0%
`experience.title.sub_role`	98,950,688	98950688	12.7%
`facebook_friends`	14,069,271	14069271	1.8%
`facebook_id`	439,289,610	439289610	56.3%
`facebook_url`	235,653,760	235653760	30.2%
`facebook_username`	235,653,760	235653760	30.2%
`first_name`	780,053,775	780053775	100.0%
`first_seen`	780,053,775	780053775	100.0%
`full_name`	780,053,775	780053775	100.0%
`github_url`	630,687	630687	0.1%
`github_username`	630,687	630687	0.1%
`headline`	56,414,659	56414659	7.2%
`id`	780,053,775	780053775	100.0%
`industry`	82,425,662	82425662	10.6%
`inferred_salary`	61,478,707	61478707	7.9%
`inferred_years_experience`	94,025,423	94025423	12.1%
`interests`	66,171,647	66171647	8.5%
`job_company_12mo_employee_growth_rate`	67,158,115	67158115	8.6%
`job_company_employee_count`	67,604,222	67604222	8.7%
`job_company_facebook_url`	39,413,497	39413497	5.1%
`job_company_founded`	50,867,185	50867185	6.5%
`job_company_id`	67,610,503	67610503	8.7%
`job_company_industry`	65,622,800	65622800	8.4%
`job_company_industry_v2`	64,776,787	64776787	8.3%
`job_company_inferred_revenue`	67,604,222	67604222	8.7%
`job_company_linkedin_id`	67,610,503	67610503	8.7%
`job_company_linkedin_url`	67,610,503	67610503	8.7%
`job_company_location_address_line_2`	8,642,018	8642018	1.1%
`job_company_location_continent`	65,322,321	65322321	8.4%
`job_company_location_country`	65,538,522	65538522	8.4%
`job_company_location_geo`	62,219,506	62219506	8.0%
`job_company_location_locality`	62,700,623	62700623	8.0%
`job_company_location_metro`	45,581,797	45581797	5.8%
`job_company_location_name`	65,538,807	65538807	8.4%
`job_company_location_postal_code`	54,941,639	54941639	7.0%
`job_company_location_region`	63,130,643	63130643	8.1%
`job_company_location_street_address`	52,392,758	52392758	6.7%
`job_company_name`	92,500,592	92500592	11.9%
`job_company_size`	67,610,503	67610503	8.7%
`job_company_ticker`	10,896,720	10896720	1.4%
`job_company_total_funding_raised`	15,123,664	15123664	1.9%
`job_company_twitter_url`	32,559,805	32559805	4.2%
`job_company_type`	67,610,503	67610503	8.7%
`job_company_website`	61,690,444	61690444	7.9%
`job_history`	181,283,950	181283950	23.2%
`job_history.company_id`	125,950,226	125950226	16.1%
`job_history.company_name`	178,584,991	178584991	22.9%
`job_history.first_seen`	181,283,950	181283950	23.2%
`job_history.last_seen`	181,283,950	181283950	23.2%
`job_history.num_sources`	181,283,950	181283950	23.2%
`job_history.title`	138,744,339	138744339	17.8%
`job_last_changed`	94,456,116	94456116	12.1%
`job_last_verified`	94,456,116	94456116	12.1%
`job_onet_broad_occupation`	49,505,010	49505010	6.3%
`job_onet_code`	49,505,010	49505010	6.3%
`job_onet_major_group`	49,505,010	49505010	6.3%
`job_onet_minor_group`	49,505,010	49505010	6.3%
`job_onet_specific_occupation`	49,505,010	49505010	6.3%
`job_onet_specific_occupation_detail`	18,959,352	18959352	2.4%
`job_start_date`	75,112,657	75112657	9.6%
`job_summary`	20,377,864	20377864	2.6%
`job_title`	89,214,093	89214093	11.4%
`job_title_class`	67,040,842	67040842	8.6%
`job_title_levels`	34,567,419	34567419	4.4%
`job_title_role`	67,040,842	67040842	8.6%
`job_title_sub_role`	55,457,470	55457470	7.1%
`languages`	158,201,244	158201244	20.3%
`languages.name`	158,201,244	158201244	20.3%
`languages.proficiency`	21,089,727	21089727	2.7%
`last_initial`	780,053,775	780053775	100.0%
`last_name`	778,966,436	778966436	99.9%
`linkedin_connections`	86,727,159	86727159	11.1%
`linkedin_id`	82,827,835	82827835	10.6%
`linkedin_url`	87,817,100	87817100	11.3%
`linkedin_username`	87,817,100	87817100	11.3%
`location_address_line_2`	29,317,057	29317057	3.8%
`location_continent`	518,034,973	518034973	66.4%
`location_country`	518,034,115	518034115	66.4%
`location_geo`	495,083,156	495083156	63.5%
`location_last_updated`	319,543,165	319543165	41.0%
`location_locality`	496,233,338	496233338	63.6%
`location_metro`	304,892,507	304892507	39.1%
`location_name`	518,034,973	518034973	66.4%
`location_names`	496,685,669	496685669	63.7%
`location_postal_code`	269,398,955	269398955	34.5%
`location_region`	513,564,829	513564829	65.8%
`location_street_address`	259,047,186	259047186	33.2%
`middle_initial`	241,867,541	241867541	31.0%
`middle_name`	122,095,282	122095282	15.7%
`mobile_phone`	483,764,487	483764487	62.0%
`name_aliases`	62,078,368	62078368	8.0%
`num_records`	780,053,775	780053775	100.0%
`num_sources`	780,053,775	780053775	100.0%
`personal_emails`	163,007,991	163007991	20.9%
`phone_numbers`	780,053,775	780053775	100.0%
`phones`	780,053,775	780053775	100.0%
`phones.first_seen`	780,053,775	780053775	100.0%
`phones.last_seen`	780,053,775	780053775	100.0%
`phones.num_sources`	780,053,775	780053775	100.0%
`phones.number`	780,053,775	780053775	100.0%
`possible_birth_dates`	98,494,420	98494420	12.6%
`possible_emails`	56,614,603	56614603	7.3%
`possible_emails.address`	56,614,603	56614603	7.3%
`possible_emails.first_seen`	56,614,603	56614603	7.3%
`possible_emails.last_seen`	56,614,603	56614603	7.3%
`possible_emails.md5_hash`	56,614,603	56614603	7.3%
`possible_emails.num_sources`	56,614,603	56614603	7.3%
`possible_emails.sha_256_hash`	56,614,603	56614603	7.3%
`possible_emails.type`	49,020,212	49020212	6.3%
`possible_location_names`	448,983,372	448983372	57.6%
`possible_phones`	22,798,285	22798285	2.9%
`possible_phones.first_seen`	22,798,285	22798285	2.9%
`possible_phones.last_seen`	22,798,285	22798285	2.9%
`possible_phones.num_sources`	22,798,285	22798285	2.9%
`possible_phones.number`	22,798,285	22798285	2.9%
`possible_profiles`	37,223,638	37223638	4.8%
`possible_profiles.first_seen`	37,223,638	37223638	4.8%
`possible_profiles.id`	28,969,078	28969078	3.7%
`possible_profiles.last_seen`	37,223,638	37223638	4.8%
`possible_profiles.network`	37,223,638	37223638	4.8%
`possible_profiles.num_sources`	37,223,638	37223638	4.8%
`possible_profiles.url`	37,223,638	37223638	4.8%
`possible_profiles.username`	19,658,836	19658836	2.5%
`possible_street_addresses`	18,177,309	18177309	2.3%
`possible_street_addresses.address_line_2`	4,005,661	4005661	0.5%
`possible_street_addresses.continent`	18,177,309	18177309	2.3%
`possible_street_addresses.country`	18,177,309	18177309	2.3%
`possible_street_addresses.first_seen`	18,177,309	18177309	2.3%
`possible_street_addresses.geo`	18,176,734	18176734	2.3%
`possible_street_addresses.last_seen`	18,177,309	18177309	2.3%
`possible_street_addresses.locality`	18,177,145	18177145	2.3%
`possible_street_addresses.metro`	15,657,058	15657058	2.0%
`possible_street_addresses.name`	18,177,309	18177309	2.3%
`possible_street_addresses.num_sources`	18,177,309	18177309	2.3%
`possible_street_addresses.postal_code`	18,007,161	18007161	2.3%
`possible_street_addresses.region`	18,177,206	18177206	2.3%
`possible_street_addresses.street_address`	18,177,309	18177309	2.3%
`profile_score`	88,894,804	88894804	11.4%
`profile_score_factors`	88,894,804	88894804	11.4%
`profile_score_factors.attribute_fill_rate`	88,894,804	88894804	11.4%
`profile_score_factors.has_valid_url`	88,894,804	88894804	11.4%
`profile_score_factors.meets_connection_threshold`	88,894,804	88894804	11.4%
`profile_score_factors.profile_age_months`	88,894,804	88894804	11.4%
`profiles`	527,856,378	527856378	67.7%
`profiles.first_seen`	527,856,378	527856378	67.7%
`profiles.id`	503,894,235	503894235	64.6%
`profiles.last_seen`	527,856,378	527856378	67.7%
`profiles.network`	527,856,378	527856378	67.7%
`profiles.num_sources`	527,856,378	527856378	67.7%
`profiles.url`	527,856,378	527856378	67.7%
`profiles.username`	309,228,033	309228033	39.6%
`recommended_personal_email`	162,989,527	162989527	20.9%
`regions`	514,106,756	514106756	65.9%
`sex`	606,836,302	606836302	77.8%
`skills`	51,495,080	51495080	6.6%
`street_addresses`	265,199,266	265199266	34.0%
`street_addresses.address_line_2`	85,368,091	85368091	10.9%
`street_addresses.continent`	265,199,266	265199266	34.0%
`street_addresses.country`	265,199,266	265199266	34.0%
`street_addresses.first_seen`	265,199,266	265199266	34.0%
`street_addresses.geo`	264,917,306	264917306	34.0%
`street_addresses.last_seen`	265,199,266	265199266	34.0%
`street_addresses.locality`	264,937,970	264937970	34.0%
`street_addresses.metro`	227,842,048	227842048	29.2%
`street_addresses.name`	265,199,266	265199266	34.0%
`street_addresses.num_sources`	265,199,266	265199266	34.0%
`street_addresses.postal_code`	264,000,683	264000683	33.8%
`street_addresses.region`	264,975,806	264975806	34.0%
`street_addresses.street_address`	265,199,266	265199266	34.0%
`summary`	32,837,067	32837067	4.2%
`twitter_url`	5,688,262	5688262	0.7%
`twitter_username`	5,688,262	5688262	0.7%
`work_email`	33,371,516	33371516	4.3%

Stats shown are accurate as of data version 34.2