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`	772,952,365	772952365	100.0%
`activity_score`	75,065,633	75065633	9.7%
`activity_score_factors`	75,065,633	75065633	9.7%
`activity_score_factors.connection_change`	75,065,633	75065633	9.7%
`activity_score_factors.months_since_last_end_resume`	5,977,101	5977101	0.8%
`activity_score_factors.profile_change`	75,065,633	75065633	9.7%
`birth_date`	115,461,135	115461135	14.9%
`birth_year`	205,293,037	205293037	26.6%
`certifications`	13,574,627	13574627	1.8%
`certifications.end_date`	9,990,327	9990327	1.3%
`certifications.name`	13,574,627	13574627	1.8%
`certifications.organization`	13,263,337	13263337	1.7%
`certifications.start_date`	10,821,968	10821968	1.4%
`countries`	511,425,423	511425423	66.2%
`education`	163,163,488	163163488	21.1%
`education.degrees`	39,800,298	39800298	5.1%
`education.end_date`	51,965,787	51965787	6.7%
`education.gpa`	3,205,408	3205408	0.4%
`education.majors`	51,367,547	51367547	6.6%
`education.minors`	862,092	862092	0.1%
`education.raw`	67,629,197	67629197	8.7%
`education.school`	163,118,799	163118799	21.1%
`education.school.domain`	112,118,684	112118684	14.5%
`education.school.facebook_url`	73,806,240	73806240	9.5%
`education.school.id`	115,455,158	115455158	14.9%
`education.school.linkedin_id`	115,455,158	115455158	14.9%
`education.school.linkedin_url`	115,452,216	115452216	14.9%
`education.school.location`	107,499,496	107499496	13.9%
`education.school.location.continent`	107,499,496	107499496	13.9%
`education.school.location.country`	107,499,325	107499325	13.9%
`education.school.location.locality`	105,264,773	105264773	13.6%
`education.school.location.name`	107,499,496	107499496	13.9%
`education.school.location.region`	105,815,188	105815188	13.7%
`education.school.name`	163,118,573	163118573	21.1%
`education.school.raw`	162,982,088	162982088	21.1%
`education.school.twitter_url`	71,961,437	71961437	9.3%
`education.school.type`	152,740,803	152740803	19.8%
`education.school.website`	112,118,684	112118684	14.5%
`education.start_date`	44,339,847	44339847	5.7%
`education.summary`	16,948,163	16948163	2.2%
`emails`	223,032,456	223032456	28.9%
`emails.address`	223,032,456	223032456	28.9%
`emails.first_seen`	223,032,456	223032456	28.9%
`emails.last_seen`	223,032,456	223032456	28.9%
`emails.md5_hash`	223,032,456	223032456	28.9%
`emails.num_sources`	223,032,456	223032456	28.9%
`emails.sha_256_hash`	223,032,456	223032456	28.9%
`emails.type`	203,096,728	203096728	26.3%
`experience`	174,506,722	174506722	22.6%
`experience.company`	171,624,705	171624705	22.2%
`experience.company.facebook_url`	78,169,758	78169758	10.1%
`experience.company.founded`	91,174,727	91174727	11.8%
`experience.company.id`	116,453,048	116453048	15.1%
`experience.company.industry`	112,373,632	112373632	14.5%
`experience.company.industry_v2`	108,176,378	108176378	14.0%
`experience.company.linkedin_id`	116,453,048	116453048	15.1%
`experience.company.linkedin_url`	116,453,048	116453048	15.1%
`experience.company.location`	113,449,477	113449477	14.7%
`experience.company.location.address_line_2`	24,447,968	24447968	3.2%
`experience.company.location.continent`	113,224,149	113224149	14.6%
`experience.company.location.country`	113,449,290	113449290	14.7%
`experience.company.location.geo`	108,556,595	108556595	14.0%
`experience.company.location.locality`	109,163,230	109163230	14.1%
`experience.company.location.metro`	82,854,341	82854341	10.7%
`experience.company.location.name`	113,449,477	113449477	14.7%
`experience.company.location.postal_code`	100,897,688	100897688	13.1%
`experience.company.location.region`	109,650,197	109650197	14.2%
`experience.company.location.street_address`	97,291,232	97291232	12.6%
`experience.company.name`	171,624,705	171624705	22.2%
`experience.company.raw`	171,621,604	171621604	22.2%
`experience.company.size`	116,453,048	116453048	15.1%
`experience.company.ticker`	27,524,825	27524825	3.6%
`experience.company.twitter_url`	70,321,002	70321002	9.1%
`experience.company.type`	116,453,048	116453048	15.1%
`experience.company.website`	108,029,237	108029237	14.0%
`experience.end_date`	54,122,095	54122095	7.0%
`experience.first_seen`	174,506,722	174506722	22.6%
`experience.is_primary`	174,506,722	174506722	22.6%
`experience.last_seen`	174,506,722	174506722	22.6%
`experience.location_names`	85,866,860	85866860	11.1%
`experience.num_sources`	174,506,722	174506722	22.6%
`experience.start_date`	88,923,419	88923419	11.5%
`experience.summary`	40,640,215	40640215	5.3%
`experience.title`	131,939,674	131939674	17.1%
`experience.title.class`	103,655,824	103655824	13.4%
`experience.title.levels`	61,573,777	61573777	8.0%
`experience.title.name`	131,939,674	131939674	17.1%
`experience.title.raw`	131,939,674	131939674	17.1%
`experience.title.role`	103,655,824	103655824	13.4%
`experience.title.sub_role`	93,675,389	93675389	12.1%
`facebook_friends`	13,951,901	13951901	1.8%
`facebook_id`	438,084,458	438084458	56.7%
`facebook_url`	234,500,499	234500499	30.3%
`facebook_username`	234,500,499	234500499	30.3%
`first_name`	772,952,365	772952365	100.0%
`first_seen`	772,952,365	772952365	100.0%
`full_name`	772,952,365	772952365	100.0%
`github_url`	586,466	586466	0.1%
`github_username`	586,466	586466	0.1%
`headline`	51,238,802	51238802	6.6%
`id`	772,952,365	772952365	100.0%
`industry`	76,540,609	76540609	9.9%
`inferred_salary`	56,952,319	56952319	7.4%
`inferred_years_experience`	88,444,521	88444521	11.4%
`interests`	65,524,096	65524096	8.5%
`job_company_12mo_employee_growth_rate`	62,057,692	62057692	8.0%
`job_company_employee_count`	62,462,766	62462766	8.1%
`job_company_facebook_url`	36,455,239	36455239	4.7%
`job_company_founded`	46,558,731	46558731	6.0%
`job_company_id`	62,467,980	62467980	8.1%
`job_company_industry`	60,281,961	60281961	7.8%
`job_company_industry_v2`	57,191,025	57191025	7.4%
`job_company_inferred_revenue`	62,462,766	62462766	8.1%
`job_company_linkedin_id`	62,467,980	62467980	8.1%
`job_company_linkedin_url`	62,467,980	62467980	8.1%
`job_company_location_address_line_2`	8,099,293	8099293	1.0%
`job_company_location_continent`	59,963,730	59963730	7.8%
`job_company_location_country`	60,163,907	60163907	7.8%
`job_company_location_geo`	57,084,377	57084377	7.4%
`job_company_location_locality`	57,512,266	57512266	7.4%
`job_company_location_metro`	42,738,844	42738844	5.5%
`job_company_location_name`	60,164,136	60164136	7.8%
`job_company_location_postal_code`	50,295,269	50295269	6.5%
`job_company_location_region`	57,903,724	57903724	7.5%
`job_company_location_street_address`	48,257,949	48257949	6.2%
`job_company_name`	86,274,422	86274422	11.2%
`job_company_size`	62,467,980	62467980	8.1%
`job_company_ticker`	10,023,359	10023359	1.3%
`job_company_total_funding_raised`	13,842,508	13842508	1.8%
`job_company_twitter_url`	30,140,179	30140179	3.9%
`job_company_type`	62,467,980	62467980	8.1%
`job_company_website`	56,709,627	56709627	7.3%
`job_history`	174,552,855	174552855	22.6%
`job_history.company_id`	119,580,749	119580749	15.5%
`job_history.company_name`	171,886,346	171886346	22.2%
`job_history.first_seen`	174,552,855	174552855	22.6%
`job_history.last_seen`	174,552,855	174552855	22.6%
`job_history.num_sources`	174,552,855	174552855	22.6%
`job_history.title`	132,006,735	132006735	17.1%
`job_last_changed`	88,113,027	88113027	11.4%
`job_last_verified`	88,113,027	88113027	11.4%
`job_onet_broad_occupation`	46,114,435	46114435	6.0%
`job_onet_code`	46,114,435	46114435	6.0%
`job_onet_major_group`	46,114,435	46114435	6.0%
`job_onet_minor_group`	46,114,435	46114435	6.0%
`job_onet_specific_occupation`	46,114,435	46114435	6.0%
`job_onet_specific_occupation_detail`	17,603,089	17603089	2.3%
`job_start_date`	69,990,975	69990975	9.1%
`job_summary`	18,736,784	18736784	2.4%
`job_title`	82,875,165	82875165	10.7%
`job_title_class`	62,332,618	62332618	8.1%
`job_title_levels`	32,205,490	32205490	4.2%
`job_title_role`	62,332,618	62332618	8.1%
`job_title_sub_role`	51,626,749	51626749	6.7%
`languages`	156,942,532	156942532	20.3%
`languages.name`	156,942,532	156942532	20.3%
`languages.proficiency`	20,272,976	20272976	2.6%
`last_initial`	772,952,365	772952365	100.0%
`last_name`	772,222,189	772222189	99.9%
`linkedin_connections`	80,942,564	80942564	10.5%
`linkedin_id`	76,370,172	76370172	9.9%
`linkedin_url`	80,784,384	80784384	10.5%
`linkedin_username`	80,784,384	80784384	10.5%
`location_address_line_2`	29,302,078	29302078	3.8%
`location_continent`	511,425,661	511425661	66.2%
`location_country`	511,424,872	511424872	66.2%
`location_geo`	489,064,798	489064798	63.3%
`location_last_updated`	312,989,978	312989978	40.5%
`location_locality`	490,151,933	490151933	63.4%
`location_metro`	302,031,860	302031860	39.1%
`location_name`	511,425,661	511425661	66.2%
`location_names`	490,561,310	490561310	63.5%
`location_postal_code`	269,321,311	269321311	34.8%
`location_region`	507,346,347	507346347	65.6%
`location_street_address`	258,926,684	258926684	33.5%
`middle_initial`	241,406,586	241406586	31.2%
`middle_name`	121,602,517	121602517	15.7%
`mobile_phone`	481,052,382	481052382	62.2%
`name_aliases`	61,617,573	61617573	8.0%
`num_records`	772,952,365	772952365	100.0%
`num_sources`	772,952,365	772952365	100.0%
`personal_emails`	160,979,708	160979708	20.8%
`phone_numbers`	772,952,365	772952365	100.0%
`phones`	772,952,365	772952365	100.0%
`phones.first_seen`	772,952,365	772952365	100.0%
`phones.last_seen`	772,952,365	772952365	100.0%
`phones.num_sources`	772,952,365	772952365	100.0%
`phones.number`	772,952,365	772952365	100.0%
`possible_birth_dates`	98,535,383	98535383	12.7%
`possible_emails`	55,311,684	55311684	7.2%
`possible_emails.address`	55,311,684	55311684	7.2%
`possible_emails.first_seen`	55,311,684	55311684	7.2%
`possible_emails.last_seen`	55,311,684	55311684	7.2%
`possible_emails.md5_hash`	55,311,684	55311684	7.2%
`possible_emails.num_sources`	55,311,684	55311684	7.2%
`possible_emails.sha_256_hash`	55,311,684	55311684	7.2%
`possible_emails.type`	47,829,485	47829485	6.2%
`possible_location_names`	442,986,959	442986959	57.3%
`possible_phones`	22,496,123	22496123	2.9%
`possible_phones.first_seen`	22,496,123	22496123	2.9%
`possible_phones.last_seen`	22,496,123	22496123	2.9%
`possible_phones.num_sources`	22,496,123	22496123	2.9%
`possible_phones.number`	22,496,123	22496123	2.9%
`possible_profiles`	36,968,476	36968476	4.8%
`possible_profiles.first_seen`	36,968,476	36968476	4.8%
`possible_profiles.id`	28,789,538	28789538	3.7%
`possible_profiles.last_seen`	36,968,476	36968476	4.8%
`possible_profiles.network`	36,968,476	36968476	4.8%
`possible_profiles.num_sources`	36,968,476	36968476	4.8%
`possible_profiles.url`	36,968,476	36968476	4.8%
`possible_profiles.username`	19,418,533	19418533	2.5%
`possible_street_addresses`	18,080,409	18080409	2.3%
`possible_street_addresses.address_line_2`	3,967,827	3967827	0.5%
`possible_street_addresses.continent`	18,080,409	18080409	2.3%
`possible_street_addresses.country`	18,080,409	18080409	2.3%
`possible_street_addresses.first_seen`	18,080,409	18080409	2.3%
`possible_street_addresses.geo`	18,079,840	18079840	2.3%
`possible_street_addresses.last_seen`	18,080,409	18080409	2.3%
`possible_street_addresses.locality`	18,080,246	18080246	2.3%
`possible_street_addresses.metro`	15,568,046	15568046	2.0%
`possible_street_addresses.name`	18,080,409	18080409	2.3%
`possible_street_addresses.num_sources`	18,080,409	18080409	2.3%
`possible_street_addresses.postal_code`	17,910,310	17910310	2.3%
`possible_street_addresses.region`	18,080,307	18080307	2.3%
`possible_street_addresses.street_address`	18,080,409	18080409	2.3%
`profile_score`	81,626,931	81626931	10.6%
`profile_score_factors`	81,626,931	81626931	10.6%
`profile_score_factors.attribute_fill_rate`	81,626,931	81626931	10.6%
`profile_score_factors.has_valid_url`	81,626,931	81626931	10.6%
`profile_score_factors.linkedin_connections`	81,626,931	81626931	10.6%
`profile_score_factors.profile_age_months`	81,626,931	81626931	10.6%
`profiles`	520,615,460	520615460	67.4%
`profiles.first_seen`	520,615,460	520615460	67.4%
`profiles.id`	497,431,999	497431999	64.4%
`profiles.last_seen`	520,615,460	520615460	67.4%
`profiles.network`	520,615,460	520615460	67.4%
`profiles.num_sources`	520,615,460	520615460	67.4%
`profiles.url`	520,615,460	520615460	67.4%
`profiles.username`	301,983,680	301983680	39.1%
`recommended_personal_email`	160,961,217	160961217	20.8%
`regions`	507,844,714	507844714	65.7%
`sex`	601,322,281	601322281	77.8%
`skills`	47,545,572	47545572	6.2%
`street_addresses`	264,925,093	264925093	34.3%
`street_addresses.address_line_2`	85,283,416	85283416	11.0%
`street_addresses.continent`	264,925,093	264925093	34.3%
`street_addresses.country`	264,925,093	264925093	34.3%
`street_addresses.first_seen`	264,925,093	264925093	34.3%
`street_addresses.geo`	264,665,799	264665799	34.2%
`street_addresses.last_seen`	264,925,093	264925093	34.3%
`street_addresses.locality`	264,683,079	264683079	34.2%
`street_addresses.metro`	227,653,351	227653351	29.5%
`street_addresses.name`	264,925,093	264925093	34.3%
`street_addresses.num_sources`	264,925,093	264925093	34.3%
`street_addresses.postal_code`	263,804,341	263804341	34.1%
`street_addresses.region`	264,718,497	264718497	34.2%
`street_addresses.street_address`	264,925,093	264925093	34.3%
`summary`	29,906,114	29906114	3.9%
`twitter_url`	5,345,306	5345306	0.7%
`twitter_username`	5,345,306	5345306	0.7%
`work_email`	31,387,913	31387913	4.1%

Stats shown are accurate as of data version 34.1