Consumer Social Stats

Description

The Consumer Social Slice Dataset is a subset of our full Person Dataset and is composed of all the records containing a Facebook URL. 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
Contact Info Enrichment, Sales and Marketing, Fraud, Background Checks, People Search

Field	Count	Numeric	Fill Percentage
`Total`	703,304,499	703304499	100.0%
`activity_score`	19,605,049	19605049	2.8%
`activity_score_factors`	19,605,049	19605049	2.8%
`activity_score_factors.connection_change`	19,605,049	19605049	2.8%
`activity_score_factors.months_since_last_end_resume`	1,965,796	1965796	0.3%
`activity_score_factors.profile_change`	19,605,049	19605049	2.8%
`birth_date`	14,498,844	14498844	2.1%
`birth_year`	43,065,963	43065963	6.1%
`certifications`	5,151,542	5151542	0.7%
`certifications.end_date`	3,868,803	3868803	0.6%
`certifications.name`	5,151,542	5151542	0.7%
`certifications.organization`	5,040,448	5040448	0.7%
`certifications.start_date`	4,182,855	4182855	0.6%
`countries`	427,641,180	427641180	60.8%
`education`	336,063,449	336063449	47.8%
`education.degrees`	21,211,986	21211986	3.0%
`education.end_date`	31,921,120	31921120	4.5%
`education.gpa`	1,154,267	1154267	0.2%
`education.majors`	38,189,358	38189358	5.4%
`education.minors`	355,365	355365	0.1%
`education.raw`	73,298,298	73298298	10.4%
`education.school`	335,868,411	335868411	47.8%
`education.school.domain`	204,787,505	204787505	29.1%
`education.school.facebook_url`	114,332,516	114332516	16.3%
`education.school.id`	218,123,230	218123230	31.0%
`education.school.linkedin_id`	218,123,230	218123230	31.0%
`education.school.linkedin_url`	218,102,149	218102149	31.0%
`education.school.location`	196,134,907	196134907	27.9%
`education.school.location.continent`	196,134,907	196134907	27.9%
`education.school.location.country`	196,134,758	196134758	27.9%
`education.school.location.locality`	186,351,468	186351468	26.5%
`education.school.location.name`	196,134,907	196134907	27.9%
`education.school.location.region`	190,302,649	190302649	27.1%
`education.school.name`	335,868,362	335868362	47.8%
`education.school.raw`	335,860,635	335860635	47.8%
`education.school.twitter_url`	107,361,588	107361588	15.3%
`education.school.type`	306,355,696	306355696	43.6%
`education.school.website`	204,787,505	204787505	29.1%
`education.start_date`	15,590,893	15590893	2.2%
`education.summary`	7,170,376	7170376	1.0%
`emails`	52,255,933	52255933	7.4%
`emails.address`	52,255,933	52255933	7.4%
`emails.first_seen`	52,255,933	52255933	7.4%
`emails.last_seen`	52,255,933	52255933	7.4%
`emails.md5_hash`	52,255,933	52255933	7.4%
`emails.num_sources`	52,255,933	52255933	7.4%
`emails.sha_256_hash`	52,255,933	52255933	7.4%
`emails.type`	49,007,122	49007122	7.0%
`experience`	248,895,781	248895781	35.4%
`experience.company`	243,846,956	243846956	34.7%
`experience.company.facebook_url`	66,490,079	66490079	9.5%
`experience.company.founded`	86,634,433	86634433	12.3%
`experience.company.id`	121,984,645	121984645	17.3%
`experience.company.industry`	114,986,923	114986923	16.3%
`experience.company.industry_v2`	110,771,113	110771113	15.8%
`experience.company.linkedin_id`	121,984,645	121984645	17.3%
`experience.company.linkedin_url`	121,984,645	121984645	17.3%
`experience.company.location`	115,704,366	115704366	16.5%
`experience.company.location.address_line_2`	13,528,414	13528414	1.9%
`experience.company.location.continent`	115,372,362	115372362	16.4%
`experience.company.location.country`	115,704,146	115704146	16.5%
`experience.company.location.geo`	106,913,735	106913735	15.2%
`experience.company.location.locality`	108,508,360	108508360	15.4%
`experience.company.location.metro`	54,330,596	54330596	7.7%
`experience.company.location.name`	115,704,366	115704366	16.5%
`experience.company.location.postal_code`	94,541,058	94541058	13.4%
`experience.company.location.region`	109,953,501	109953501	15.6%
`experience.company.location.street_address`	86,981,734	86981734	12.4%
`experience.company.name`	243,846,956	243846956	34.7%
`experience.company.raw`	243,846,905	243846905	34.7%
`experience.company.size`	121,984,645	121984645	17.3%
`experience.company.ticker`	20,932,128	20932128	3.0%
`experience.company.twitter_url`	60,730,692	60730692	8.6%
`experience.company.type`	121,984,645	121984645	17.3%
`experience.company.website`	107,188,948	107188948	15.2%
`experience.end_date`	37,180,665	37180665	5.3%
`experience.first_seen`	248,895,781	248895781	35.4%
`experience.is_primary`	248,895,781	248895781	35.4%
`experience.last_seen`	248,895,781	248895781	35.4%
`experience.location_names`	71,847,192	71847192	10.2%
`experience.num_sources`	248,895,781	248895781	35.4%
`experience.start_date`	99,503,043	99503043	14.1%
`experience.summary`	24,134,616	24134616	3.4%
`experience.title`	142,413,100	142413100	20.2%
`experience.title.class`	86,815,999	86815999	12.3%
`experience.title.levels`	39,091,783	39091783	5.6%
`experience.title.name`	142,413,100	142413100	20.2%
`experience.title.raw`	142,413,100	142413100	20.2%
`experience.title.role`	86,815,999	86815999	12.3%
`experience.title.sub_role`	75,250,395	75250395	10.7%
`facebook_friends`	36,244,484	36244484	5.2%
`facebook_id`	682,608,159	682608159	97.1%
`facebook_url`	703,304,490	703304490	100.0%
`facebook_username`	703,304,490	703304490	100.0%
`first_name`	703,304,499	703304499	100.0%
`first_seen`	703,304,499	703304499	100.0%
`full_name`	703,304,499	703304499	100.0%
`github_url`	478,460	478460	0.1%
`github_username`	478,460	478460	0.1%
`headline`	14,773,024	14773024	2.1%
`id`	703,304,499	703304499	100.0%
`industry`	20,451,114	20451114	2.9%
`inferred_salary`	28,106,395	28106395	4.0%
`inferred_years_experience`	98,555,587	98555587	14.0%
`interests`	19,301,183	19301183	2.7%
`job_company_12mo_employee_growth_rate`	33,909,661	33909661	4.8%
`job_company_employee_count`	34,066,495	34066495	4.8%
`job_company_facebook_url`	18,312,466	18312466	2.6%
`job_company_founded`	24,196,215	24196215	3.4%
`job_company_id`	34,070,839	34070839	4.8%
`job_company_industry`	32,334,219	32334219	4.6%
`job_company_industry_v2`	30,997,527	30997527	4.4%
`job_company_inferred_revenue`	34,066,495	34066495	4.8%
`job_company_linkedin_id`	34,070,839	34070839	4.8%
`job_company_linkedin_url`	34,070,839	34070839	4.8%
`job_company_location_address_line_2`	3,217,222	3217222	0.5%
`job_company_location_continent`	32,375,393	32375393	4.6%
`job_company_location_country`	32,472,600	32472600	4.6%
`job_company_location_geo`	30,250,171	30250171	4.3%
`job_company_location_locality`	30,691,141	30691141	4.4%
`job_company_location_metro`	15,950,381	15950381	2.3%
`job_company_location_name`	32,472,780	32472780	4.6%
`job_company_location_postal_code`	25,882,964	25882964	3.7%
`job_company_location_region`	31,057,211	31057211	4.4%
`job_company_location_street_address`	24,153,518	24153518	3.4%
`job_company_name`	67,315,902	67315902	9.6%
`job_company_size`	34,070,839	34070839	4.8%
`job_company_ticker`	5,008,224	5008224	0.7%
`job_company_total_funding_raised`	6,875,607	6875607	1.0%
`job_company_twitter_url`	14,759,181	14759181	2.1%
`job_company_type`	34,070,839	34070839	4.8%
`job_company_website`	30,083,858	30083858	4.3%
`job_history`	248,912,320	248912320	35.4%
`job_history.company_id`	127,589,948	127589948	18.1%
`job_history.company_name`	243,958,514	243958514	34.7%
`job_history.first_seen`	248,912,320	248912320	35.4%
`job_history.last_seen`	248,912,320	248912320	35.4%
`job_history.num_sources`	248,912,320	248912320	35.4%
`job_history.title`	142,438,318	142438318	20.3%
`job_last_changed`	69,048,544	69048544	9.8%
`job_last_verified`	69,048,544	69048544	9.8%
`job_onet_broad_occupation`	26,526,875	26526875	3.8%
`job_onet_code`	26,526,875	26526875	3.8%
`job_onet_major_group`	26,526,875	26526875	3.8%
`job_onet_minor_group`	26,526,875	26526875	3.8%
`job_onet_specific_occupation`	26,526,875	26526875	3.8%
`job_onet_specific_occupation_detail`	10,134,144	10134144	1.4%
`job_start_date`	66,949,967	66949967	9.5%
`job_summary`	9,459,573	9459573	1.3%
`job_title`	55,366,495	55366495	7.9%
`job_title_class`	33,317,096	33317096	4.7%
`job_title_levels`	14,913,811	14913811	2.1%
`job_title_role`	33,317,096	33317096	4.7%
`job_title_sub_role`	27,291,515	27291515	3.9%
`languages`	102,833,963	102833963	14.6%
`languages.name`	102,833,963	102833963	14.6%
`languages.proficiency`	5,805,510	5805510	0.8%
`last_initial`	703,304,499	703304499	100.0%
`last_name`	703,285,761	703285761	100.0%
`linkedin_connections`	34,306,829	34306829	4.9%
`linkedin_id`	26,938,984	26938984	3.8%
`linkedin_url`	27,985,815	27985815	4.0%
`linkedin_username`	27,985,815	27985815	4.0%
`location_address_line_2`	3,737,020	3737020	0.5%
`location_continent`	427,641,748	427641748	60.8%
`location_country`	427,640,979	427640979	60.8%
`location_geo`	378,631,489	378631489	53.8%
`location_last_updated`	63,460,743	63460743	9.0%
`location_locality`	380,594,082	380594082	54.1%
`location_metro`	94,633,325	94633325	13.5%
`location_name`	427,641,748	427641748	60.8%
`location_names`	380,788,234	380788234	54.1%
`location_postal_code`	29,306,471	29306471	4.2%
`location_region`	425,193,710	425193710	60.5%
`location_street_address`	27,479,314	27479314	3.9%
`middle_initial`	161,075,230	161075230	22.9%
`middle_name`	141,002,459	141002459	20.0%
`mobile_phone`	177,960,536	177960536	25.3%
`name_aliases`	14,350,411	14350411	2.0%
`num_records`	703,304,499	703304499	100.0%
`num_sources`	703,304,499	703304499	100.0%
`personal_emails`	40,034,135	40034135	5.7%
`phone_numbers`	233,153,361	233153361	33.2%
`phones`	233,153,361	233153361	33.2%
`phones.first_seen`	233,153,361	233153361	33.2%
`phones.last_seen`	233,153,361	233153361	33.2%
`phones.num_sources`	233,153,361	233153361	33.2%
`phones.number`	233,153,361	233153361	33.2%
`possible_birth_dates`	31,003,706	31003706	4.4%
`possible_emails`	15,887,443	15887443	2.3%
`possible_emails.address`	15,887,443	15887443	2.3%
`possible_emails.first_seen`	15,887,443	15887443	2.3%
`possible_emails.last_seen`	15,887,443	15887443	2.3%
`possible_emails.md5_hash`	15,887,443	15887443	2.3%
`possible_emails.num_sources`	15,887,443	15887443	2.3%
`possible_emails.sha_256_hash`	15,887,443	15887443	2.3%
`possible_emails.type`	12,933,952	12933952	1.8%
`possible_location_names`	271,664,731	271664731	38.6%
`possible_phones`	5,887,517	5887517	0.8%
`possible_phones.first_seen`	5,887,517	5887517	0.8%
`possible_phones.last_seen`	5,887,517	5887517	0.8%
`possible_phones.num_sources`	5,887,517	5887517	0.8%
`possible_phones.number`	5,887,517	5887517	0.8%
`possible_profiles`	29,066,521	29066521	4.1%
`possible_profiles.first_seen`	29,066,521	29066521	4.1%
`possible_profiles.id`	26,152,250	26152250	3.7%
`possible_profiles.last_seen`	29,066,521	29066521	4.1%
`possible_profiles.network`	29,066,521	29066521	4.1%
`possible_profiles.num_sources`	29,066,521	29066521	4.1%
`possible_profiles.url`	29,066,521	29066521	4.1%
`possible_profiles.username`	12,127,554	12127554	1.7%
`possible_street_addresses`	3,434,082	3434082	0.5%
`possible_street_addresses.address_line_2`	770,406	770406	0.1%
`possible_street_addresses.continent`	3,434,082	3434082	0.5%
`possible_street_addresses.country`	3,434,082	3434082	0.5%
`possible_street_addresses.first_seen`	3,434,082	3434082	0.5%
`possible_street_addresses.geo`	3,433,547	3433547	0.5%
`possible_street_addresses.last_seen`	3,434,082	3434082	0.5%
`possible_street_addresses.locality`	3,434,035	3434035	0.5%
`possible_street_addresses.metro`	2,937,053	2937053	0.4%
`possible_street_addresses.name`	3,434,082	3434082	0.5%
`possible_street_addresses.num_sources`	3,434,082	3434082	0.5%
`possible_street_addresses.postal_code`	3,389,601	3389601	0.5%
`possible_street_addresses.region`	3,434,066	3434066	0.5%
`possible_street_addresses.street_address`	3,434,082	3434082	0.5%
`profile_score`	20,780,344	20780344	3.0%
`profile_score_factors`	20,780,344	20780344	3.0%
`profile_score_factors.attribute_fill_rate`	20,780,344	20780344	3.0%
`profile_score_factors.has_valid_url`	20,780,344	20780344	3.0%
`profile_score_factors.linkedin_connections`	20,780,344	20780344	3.0%
`profile_score_factors.profile_age_months`	20,780,344	20780344	3.0%
`profiles`	703,304,499	703304499	100.0%
`profiles.first_seen`	703,304,499	703304499	100.0%
`profiles.id`	683,286,887	683286887	97.2%
`profiles.last_seen`	703,304,499	703304499	100.0%
`profiles.network`	703,304,499	703304499	100.0%
`profiles.num_sources`	703,304,499	703304499	100.0%
`profiles.url`	703,304,499	703304499	100.0%
`profiles.username`	703,304,499	703304499	100.0%
`recommended_personal_email`	40,033,369	40033369	5.7%
`regions`	425,620,244	425620244	60.5%
`sex`	472,407,660	472407660	67.2%
`skills`	18,719,861	18719861	2.7%
`street_addresses`	29,485,094	29485094	4.2%
`street_addresses.address_line_2`	15,904,162	15904162	2.3%
`street_addresses.continent`	29,485,094	29485094	4.2%
`street_addresses.country`	29,485,094	29485094	4.2%
`street_addresses.first_seen`	29,485,094	29485094	4.2%
`street_addresses.geo`	29,399,097	29399097	4.2%
`street_addresses.last_seen`	29,485,094	29485094	4.2%
`street_addresses.locality`	29,442,948	29442948	4.2%
`street_addresses.metro`	26,881,280	26881280	3.8%
`street_addresses.name`	29,485,094	29485094	4.2%
`street_addresses.num_sources`	29,485,094	29485094	4.2%
`street_addresses.postal_code`	29,110,263	29110263	4.1%
`street_addresses.region`	29,449,643	29449643	4.2%
`street_addresses.street_address`	29,485,094	29485094	4.2%
`summary`	10,712,099	10712099	1.5%
`twitter_url`	3,303,968	3303968	0.5%
`twitter_username`	3,303,968	3303968	0.5%
`work_email`	9,065,102	9065102	1.3%

Stats shown are accurate as of data version 34.1