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Field Name
Data Type
Description
Example
Source
idstringThe Shovels ID for the permit.”caf3b9d5ce317d53”Shovels
permit_numberstringThe jurisdiction permit number”RE2303928”Permit Jurisdiction
apnstringParcel Number”3209567”Shovels
county_fipsstringFederal FIPS code for the county”06193”Gov (Fed)
state_fipsstringFederal FIPS code for the state”06”Gov (Fed)
cbsastringCore Based Statistical Area”San Francisco-Oakland-Berkeley, CA”Gov (Fed)
cbsa_fipsstringCore Based Statistical Area FIPS code”41869”Gov (Fed)
statusstringThe status of the permit (active, in_review, in_active, or final)“active”Shovels
start_datedateThe earliest date on record for the permit”2023-01-01”Shovels
end_datedateThe last date on record for the permit”2024-12-31”Shovels
issue_datedateThe date the permit was issued”2023-01-31”Permit Jurisdiction
file_datedateThe date the permit was filed with the permit office”2023-01-01”Permit Jurisdiction
final_datedateThe date the permit (and underlying project) was completed”2024-12-31”Permit Jurisdiction
typestringThe type of permit (or project) as determined by the jurisdiction”Residential accessory structure”Permit Jurisdiction
subtypestringThe sub-type of permit (or project) as determined by the jurisdiction”garage”Permit Jurisdiction
approval_durationintegerThe number of days it took to approve the permit”30”Shovels
construction_durationintegerThe number of days between permit approval and completion”700”Shovels
total_durationintegerThe total number of days between permit filing and completion”730”Shovels
feesdecimalThe total reported fees paid for the permit”1000.00”Permit Jurisdiction
job_valuedecimalThe total reported job value, as self-reported by the applicant”100000.00”Permit Jurisdiction
inspection_pass_ratedoubleThe ratio of passed inspections against total inspections for the permit”50(%)“Shovels
inspection_passedbooleanTRUE if the permit passed ANY inspection”TRUE”Shovels
descriptionstringThe long-form description of the permit, as reported by the jurisdiction”single car garage”Permit Jurisdiction
owner_namestringThe name of the property owner”John Doe”Permit Jurisdiction
owner_streetstringThe street address of the property owner”123 Main St”Permit Jurisdiction
owner_citystringThe city of the property owner”San Francisco”Permit Jurisdiction
owner_statestringThe state of the property owner”CA”Permit Jurisdiction
owner_zipcodestringThe zipcode of the property owner”94101”Permit Jurisdiction
owner_emailstringThe email address of the property ownerjohn.doe@example.comPermit Jurisdiction
owner_phonestringThe phone number of the property owner”123-456-7890”Permit Jurisdiction
applicant_namestringThe name of the permit applicant”John Smith”Permit Jurisdiction
applicant_streetstringThe street address of the permit applicant”789 A St”Permit Jurisdiction
applicant_citystringThe city of the permit applicant”San Francisco”Permit Jurisdiction
applicant_statestringThe state of the permit applicant”CA”Permit Jurisdiction
applicant_zipcodestringThe zipcode of the permit applicant”94101”Permit Jurisdiction
applicant_emailstringThe email address of the permit applicantjohn.smith@example.comPermit Jurisdiction
applicant_phonestringThe phone number of the permit applicant”123-456-7890”Permit Jurisdiction
window_doorbooleanTRUE if the permit includes a window or door”TRUE”Shovels
street_nostringThe street number of the property”123”Permit Jurisdiction
streetstringThe street name of the property”Main St”Permit Jurisdiction
citystringThe city of the property”San Francisco”Permit Jurisdiction
zipcodestringThe zipcode of the property”94101”Permit Jurisdiction
zipcode_extstringThe zipcode extension of the property”1234”Permit Jurisdiction
jurisdictionstringThe jurisdiction that issued the permit”San Francisco”Permit Jurisdiction
countystringThe county of the property”San Francisco”Permit Jurisdiction
statestringThe state of the property”CA”Permit Jurisdiction
latdecimalThe latitude of the property”37.7749”Shovels
longdecimalThe longitude of the property”-122.4194”Shovels
address_idstringThe Shovels geo_ID for the address”caf3b9d5ce317d53”Shovels
city_idstringThe Shovels geo_ID for the city”KLais31”Shovels
jurisdiction_idstringThe Shovels geo_ID for the jurisdiction”ALa2s33”Shovels
county_idstringThe Shovels geo_ID for the county”BLa2s33”Shovels
additionbooleanTRUE if the permit includes an addition”TRUE”Shovels
adubooleanTRUE if the permit includes an Additional Dwelling Unit (ADU)“FALSE”Shovels
bathroombooleanTRUE if the permit includes a bathroom”FALSE”Shovels
batterybooleanTRUE if the permit includes a battery”FALSE”Shovels
demolitionbooleanTRUE if the permit includes demolition”FALSE”Shovels
electric_meterbooleanTRUE if the permit includes an electric meter”FALSE”Shovels
electricalbooleanTRUE if the permit includes electrical work”TRUE”Shovels
ev_chargerbooleanTRUE if the permit includes an EV charger”TRUE”Shovels
fire_sprinklerbooleanTRUE if the permit includes a fire sprinkler”TRUE”Shovels
gasbooleanTRUE if the permit includes gas work”FALSE”Shovels
generatorbooleanTRUE if the permit includes a generator”FALSE”Shovels
gradingbooleanTRUE if the permit includes grading”FALSE”Shovels
heat_pumpbooleanTRUE if the permit includes a heat pump”FALSE”Shovels
hvacbooleanTRUE if the permit includes HVAC work”FALSE”Shovels
kitchenbooleanTRUE if the permit includes a kitchen”FALSE”Shovels
new_constructionbooleanTRUE if the permit includes new construction”FALSE”Shovels
plumbingbooleanTRUE if the permit includes plumbing work”FALSE”Shovels
pool_and_hot_tubbooleanTRUE if the permit includes a pool or hot tub”FALSE”Shovels
remodelbooleanTRUE if the permit includes remodeling work”FALSE”Shovels
roofingbooleanTRUE if the permit includes roofing work”FALSE”Shovels
solarbooleanTRUE if the permit includes solar work”TRUE”Shovels
water_heaterbooleanTRUE if the permit includes a water heater”FALSE”Shovels
property_year_builtintegerThe year the property was built”1980”Shovels
property_lot_sizeintegerThe size of the property lot in square feet”1000”Shovels
property_story_countintegerThe number of stories on the property”2”Shovels
property_unit_countintegerThe number of units on the property”1”Shovels
property_assess_market_valueintegerThe assessed market value of the property (in USD)“19000000.00”Shovels
property_typestringThe type of property”Residential”Shovels
property_type_detailstringThe detailed type of property”Single Family Home”Shovels
property_building_areaintegerThe total building area of the property (in square feet)“1000”Shovels
property_legal_ownerstringThe name of the legal owner of the property”John Doe”Shovels
property_owner_typestringThe type of owner of the property”Individual”Shovels
property_census_tractstringThe property’s census tract number”06075000100”Gov (Fed)
property_congressional_districtstringThe property’s congressional district number”11”Gov (Fed)
contractor_idstringThe Shovels ID for the contractor (if any) associated with this permit”John Smith Construction, LLC”Shovels
contractor_group_idstringThe Shovels ID for the highest level contractor entity associated with this permit”Smith & Brothers, LLC”Shovels
Field Name
Data Type
Description
Example
Source
biz_namestringThe business name of the contractor”John Smith Construction, LLC”Permit Jurisdiction
biz_typestringThe type of business: Joint Venture, Corporation, Partnership, Limited Liability, Sole Owner”General Contractor”Shovels
namestringThe name of the contractor associated with the business, if available”John Smith”Permit Jurisdiction
dbastringThe “Doing Business As” name of the contractor, as recorded on the permit”John Smith Construction, LLC”Shovels
classificationarrayThe type of license(s) issued to the contractor["General Contractor", "Plumbing"]Shovels
licensestringThe license number of the contractor”1234567890”Shovels
license_act_datedateThe activation date of the contractor’s license”2022-01-04”Shovels
license_exp_datedateThe expiration date of the contractor’s license”2026-12-31”Shovels
license_inact_datedateThe inactivation date of the contractor’s license”NULL”Shovels
license_issue_datedateThe issue date of the contractor’s license”2022-01-01”Shovels
first_seen_datedateThe date the contractor was first seen in the Shovels database”2023-01-01”Shovels
sicstringThe Standard Industrial Classification (SIC) code of the contractor”1234”Shovels
naicsstringThe North American Industry Classification System (NAICS) code of the contractor”123456”Shovels
phonestringThe phone number of the contractor”123-456-7890”Permit Jurisdiction
emailstringThe email address of the contractorjohn.smith@example.comPermit Jurisdiction
primary_industrystringThe primary industry of the contractor”Construction”Shovels
primary_phonestringThe most relevant phone number of the contractor, based on recent permits”123-456-7890”Shovels
primary_emailstringThe most relevant email address of the contractor, based on recent permitsjohn.smith@example.comShovels
linkedin_urlstringThe LinkedIn URL of the contractorwww.linkedin.com/in/johnsmithShovels
websitestringThe website of the contractorwww.johnsmithconstruction.comShovels
revenueintegerThe annual revenue of the contractor (in USD)“1000000”Shovels
streetstringThe street address of the contractor”A St”Shovels
street_nostringThe street number of the contractor”789”Shovels
citystringThe city of the contractor”San Francisco”Shovels
countystringThe county of the contractor”San Francisco”Shovels
statestringThe state of the contractor”CA”Shovels
zipcodeintegerThe zipcode of the contractor”94101”Shovels
zipcode_extintegerThe zipcode extension of the contractor”1234”Shovels
latdecimalThe latitude of the contractor’s address”37.7749”Shovels
lngdecimalThe longitude of the contractor’s address”-122.4194”Shovels
Field Name
Data Type
Description
Example
Source
contractor_idstringUnique Shovels ID for each contractor record.”e79c3393ad”Shovels
contractor_group_idstringUnique Shovels ID for related contractor records.”a894slk74382siv2”Shovels
person_idstringUnique ID for the individual contractor or employee.”aa145cd32c95f69b95e9233f6a957a32”Shovels
namestringThe name of the individual.”Jane Smith”Shovels
street_nostringThe street number of the individual’s address.”789”Shovels
streetstringThe street name of the individual’s address.”A St”Shovels
citystringThe city of the individual’s address.”San Francisco”Shovels
zipcodestringThe zipcode of the individual’s address.”94101”Shovels
zipcode_extstringThe zipcode extension of the individual’s address.”1234”Shovels
statestringThe state of the individual’s address.”CA”Shovels
phonestringThe phone number of the individual.”123-456-7890”Shovels
emailstringThe personal email address of the individual.jane.smith@example.comShovels
email_validation_statusstringState of whether the email address is validated.”Valid (Digital)“Shovels
email_last_seendateMost recent date the email was confirmed active.”2025-02-07”Shovels
business_emailstringThe business email of the individual.jane.smith@johnsmithconstruction.comShovels
business_email_validation_statusstringState of whether the business email is validated.”Valid (Digital)“Shovels
business_email_last_seendateMost recent date the business email was confirmed active.”2025-02-02”Shovels
linkedin_urlstringThe LinkedIn URL of the individual.www.linkedin.com/in/jane-smith-constructionShovels
homeownerstringIndicates whether the individual owns their home.”Y”Shovels
genderstringIndicates the gender of the individual.”F”Shovels
age_rangestringThe age bracket of the individual.”35-44”Shovels
is_marriedbooleanTRUE if the individual is married.”TRUE”Shovels
has_childrenbooleanTRUE if the individual has children.”FALSE”Shovels
income_rangestringThe annual income bracket of the individual (in USD).“60,000 to 74,999”Shovels
net_worthstringThe net worth bracket of the individual (in USD).“1,000,000 to 2,499,999”Shovels
job_titlestringCurrent professional position.”Revenue Analyst”Shovels
seniority_levelstringCurrent seniority level in the individual’s position.”Staff”Shovels
departmentstringCurrent department or division of employment.”Revenue Operations”Shovels
job_title_last_updateddateThe date the job title information was last updated.”2025-01-01”Shovels
work_historyarrayThe individual’s employment history details.[{"company_name": "John Smith Construction, LLC", "duration": "3 years 5 months", "end_time": "Present"}]Shovels
education_historyarrayThe individual’s education history.[{"degree": "Bachelors of Arts, Marketing", "institution_name": "University of California, Berkeley", "end_time": "2014-06-01", etc}]Shovels
Field Name
Data Type
Description
Example
Source
idstringUnique ID for each resident record.”we8lsd25l08”Shovels
company_idstringUnique ID for the company associated with the resident.”82lsdsso4800x25lk”Shovels
namestringThe full name of the resident.”John Doe”Shovels
street_nostringThe street number of the resident’s address.”123”Shovels
streetstringThe street name of the resident’s address.”Main St”Shovels
citystringThe city of the resident’s address.”San Francisco”Shovels
zipcodestringThe zipcode of the resident’s address.”94101”Shovels
zipcode_extstringThe zipcode extension of the resident’s address.”1234”Shovels
statestringThe state of the resident’s address.”CA”Shovels
phonestringThe phone number of the resident.”123-456-7890”Shovels
personal_emailsstringThe personal email addresses of the resident.john.doe@example.comShovels
personal_emails_validation_statusstringState of whether the personal email address is validated.”Valid (Digital)“Shovels
personal_emails_last_seendateMost recent date the personal email was confirmed active.”2025-01-28”Shovels
business_emailstringThe business email of the resident.john.doe@acme.comShovels
business_email_validation_statusstringState of whether the business email is validated.”Valid (Digital)“Shovels
business_email_last_seendateMost recent date the business email was confirmed active.”2025-02-08”Shovels
linkedin_urlstringThe LinkedIn URL of the resident.www.linkedin.com/in/john-doe-acmeShovels
homeownerstringIndicates whether the resident owns their home.”Y”Shovels
genderstringIndicates the gender of the resident.”M”Shovels
age_rangestringThe age bracket of the resident.”55-64”Shovels
is_marriedbooleanTRUE if the resident is married.”TRUE”Shovels
has_childrenbooleanTRUE if the resident has children.”FALSE”Shovels
income_rangestringThe income bracket of the resident.”100,000 to 124,999”Shovels
net_worthstringThe net worth bracket of the resident.”2,500,000 to 3,749,999”Shovels
job_titlestringThe current professional position of the resident.”Senior Project Manager”Shovels
seniority_levelstringThe current seniority level of the resident in their position.”Staff”Shovels
departmentstringThe current department or division of employment for the resident.”Operations”Shovels
job_title_last_updateddateThe date the job title information was last updated.”2025-02-01”Shovels
work_historystringThe resident’s employment history.[{"company_name": "Acme, LLC", "duration": "14 years 9 months", "end_time": "Present"}]Shovels
education_historystringThe resident’s education history.[{"degree": "Bachelors of Science, Electrical Engineering", "institution_name": "University of California, San Diego", "end_time": "1972-06-10", etc}]Shovels
social_connectionsstringThe number or details of the residents professional network connections.”500+“Shovels
company_namestringThe name of the company the resident works for.”Acme, LLC”Shovels
company_domainstringThe domain of the company the resident works for.”acme.com”Shovels
company_phonestringThe primary phone number of the resident’s company.”102-040-5060”Shovels
company_sicstringThe Standard Industrial Classification (SIC) code of the resident’s company.”1234”Shovels
company_street_nostringThe company’s primary location’s street address number.”111”Shovels
company_streetstringThe company’s primary location’s street address.”Acme St”Shovels
company_citystringThe company’s primary location’s city.”San Francisco”Shovels
company_zipstringThe company’s primary location’s zipcode.”94101”Shovels
company_statestringThe company’s primary location’s state.”CA”Shovels
company_linkedin_urlstringThe LinkedIn URL of the company.www.linkedin.com/company/acmeShovels
company_revenuestringThe annual revenue bracket of the company (in USD).“1 Billion and over”Shovels
company_employee_countstringThe number of employees of the company.”150,000”Shovels
company_primary_industrystringThe primary industry of the company.”Manufacturing”Shovels
company_descriptionstringThe description of the company.”Acme is a leading manufacturer of cartoon mousetraps.”Shovels
company_naicsstringThe North American Industry Classification System (NAICS) code of the company.”123456”Shovels
address_idstringThe Shovels ID for the address of the resident.”we8lsd25l08”Shovels
Field NameData TypeDescriptionExampleSource
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