50
States + DC
136M+
Properties
109M+
Valuations
85M+
Rent Estimates
60M+
Mortgages
Dataset Columns
Full_Address
Address
The complete physical address of the property, including street name, house number, city, state, and ZIP code, providing precise location details.
Unit
Address
The specific unit or apartment number associated with the property, applicable in multi-unit buildings or complexes.
City
Address
The name of the city where the property is situated, used for geographical classification and analysis.
Zip
Address
The 5-digit postal code corresponding to the property’s address, used for location accuracy and mail delivery purposes.
Zip_4
Address
The additional 4-digit code appended to the 5-digit ZIP code, offering more granular location detail for the property.
County_Name
Address
The name of the county where the property is located, providing a key geographic and administrative classification.
State
Address
The U.S. state where the property is located, critical for regional classification and compliance with state-level regulations.
Address_Unit_Name
Address
The specific number or identifier for the unit within a multi-unit property, such as an apartment or suite, providing additional address detail.
Address_Unit_Type
Address
Specifies the type of unit associated with the property (e.g., Apartment, Suite, Unit), providing additional detail for multi-unit properties.
Address_Street_Number
Address
The numeric component of the property’s street address, representing the building or lot number for precise identification.
Address_Street_Name
Address
The name of the street where the property is located, excluding street number or directional prefixes, used for address identification.
Address_Street_Type
Address
The classification of the street associated with the property (e.g., Avenue, Road, Street, Boulevard), providing additional context to the address.
Address_Direction_Post
Address
Specifies the directional indicator following the street type, such as “North” or “East,” used to distinguish properties on similarly named streets.
Address_Direction_Pre
Address
The directional prefix (e.g., N, S, E, W) that appears before the street name in the address, indicating the orientation or section of the street.
Address_Subdivision
Address
The name of the subdivision or neighborhood where the property is situated, providing additional geographic and community context.
Metro_Div_ID
Address
The unique identifier for the metropolitan division where the property is located, used for detailed regional and economic analysis.
FIPS
Address
The Federal Information Processing Standards (FIPS) code identifying the geographic area where the property is located, used for standardized regional analysis.
Tract_ID
Address
The unique identifier for the census tract where the property is situated, used for detailed geographic and demographic analysis.
Block_ID
Address
The unique identifier for the census block where the property is located, used for demographic and geographic analysis.
Block_Group_ID
Address
The unique identifier for the census block group where the property is situated, offering intermediate geographic segmentation between census tracts and blocks.
Lat
Address
The geographic coordinate that specifies the north-south position of the property on the Earth’s surface, expressed in decimal degrees.
Lon
Address
The geographic coordinate that specifies the east-west position of the property on the Earth’s surface, expressed in decimal degrees.
Lat_Lon_Precision
Address
The accuracy level of the latitude and longitude coordinates provided for the property, specifying the degree of spatial resolution.
Value_Estimate
Value
An estimated market value of the property, calculated using national data models with a margin of error under 4% nationwide and under 2.5% in metropolitan areas.
Value_Estimate_Per_SqFt
Value
The estimated market value of the property per square foot, calculated by dividing the total estimated value by the property’s total square footage.
Value_Forecast_12m
Value
The projected market value of the property for the next 12 months, calculated using the Home Price Index (HPI) forecast specific to the property’s ZIP code.
Value_Forecast_24m
Value
The projected market value of the property for the next 24 months, calculated using the Home Price Index (HPI) forecast specific to the property’s ZIP code.
Value_Forecast_36m
Value
The projected market value of the property for the next 36 months, calculated using the Home Price Index (HPI) forecast specific to the property’s ZIP code.
Rent_Estimate
Rent
An approximation of the monthly rent the property can generate, determined through averaging and market adjustments, with a precision margin below 5% and rounded to enhance usability.
Amenities
Property Specs
A detailed list of additional features or facilities associated with the property, such as swimming pools, fire sprinklers, or outdoor kitchens, that enhance its comfort and value.
Attic_Flag
Property Specs
Indicates whether the property includes an attic, with “Y” denoting presence and “N” denoting absence.
Basement_Area
Property Specs
The total area of the basement in the property, measured in square feet, indicating the available space below ground level.
Basement_Flag
Property Specs
Indicates whether the property includes a basement, with a “Y” denoting presence and “N” denoting absence.
Bathrooms_Full
Property Specs
The total count of full bathrooms in the property, including facilities such as a sink, toilet, and a bath or shower.
Bathrooms_Partial
Property Specs
The total count of partial bathrooms in the property, typically including a toilet and sink but no bath or shower.
Bedrooms
Property Specs
The total count of bedrooms in the property, indicating the number of rooms designed primarily for sleeping.
Building_Quality
Property Specs
The assessed quality grade of the building, as recorded in public records, reflecting its overall construction standards and condition.
Buildings_Total
Property Specs
The total count of buildings present on the property, including all primary and accessory structures.
Condition
Property Specs
Represents the overall condition of the property, classified on a scale from C1 (excellent) to C6 (poor), based on structural integrity, maintenance, and livability.
Construction
Property Specs
Specifies the types of construction used for the property, such as wood, brick, or steel, as categorized in public records.
Cooling
Property Specs
Specifies the cooling systems present on the property, such as Central Air, Wall/Window Units, Ceiling Fans, or specialized configurations like Zoned Cooling or Whole House Fans.
Elevator
Property Specs
Indicates whether the property is equipped with an elevator or similar vertical transportation features, such as escalators or lifts, for improved accessibility.
Fireplace_Flag
Property Specs
Indicates whether or not the property contains a fireplace. Values include a binary flag (Yes/No or equivalent) to denote the presence of a fireplace.
Foundation
Property Specs
The type of material used for the property’s foundation, such as concrete, stone, or wood, providing insight into its structural base.
Heating
Property Specs
The types of heating systems installed in the property, such as central heating, forced air, or radiant heat, detailing the methods used to maintain indoor warmth.
Living_Area
Property Specs
The total gross living area (GLA) of the property, measured in square feet, representing the usable living space within the building.
Lot_Area
Property Specs
The total area of the property’s lot, measured in square feet, providing insight into the land size associated with the property.
Parking_Garage
Property Specs
The total number of garage parking spaces available at the property, providing storage or vehicle accommodation.
Parking_Total
Property Specs
The total number of parking spaces available at the property, including both garage and outdoor parking spots.
Pool_Flag
Property Specs
Indicates if the property includes a private pool, with options for “Yes” or “No.”
Property_Type
Property Specs
Specifies the classification of the property, such as Single Family Residential (SFR), Condominium, Land, Commercial, or Townhouse, providing insight into its use and structure.
Public_Sewer_Flag
Property Specs
Indicates whether the property is connected to a public sewer system, with “Y” for yes and “N” for no.
Roof_Materials
Property Specs
The type of material used for the property’s roof, such as shingles, metal, or tiles, indicating its durability and style.
Roof_Type
Property Specs
Specifies the architectural style of the roof, such as gable, hip, gambrel, or flat, providing details on the property’s structural design.
Solar_Panels_Flag
Property Specs
Indicates whether the property is equipped with solar panels, with “Y” representing presence and “N” representing absence.
Stories
Property Specs
The total number of stories in the property, including all above-ground and below-ground levels.
Walls_Exterior
Property Specs
The type of material used for the exterior walls of the property, such as brick, siding, or stucco, providing details on its construction.
Water_Source
Property Specs
Specifies the source of water available for the property, such as municipal, private, well, or spring.
Year_Built
Property Specs
The year the property was originally constructed, providing historical context for its age and potential condition.
HOA
HOA
Indicates whether the property is part of a Homeowners Association (HOA), signifying potential community governance and additional property regulations.
HOA_Fees
HOA
The total monthly fees associated with the property, including HOA dues, other association charges, and additional recurring fees.
Owner_Address_City
Owners
The city component of the property owner’s mailing address, specifying the municipal area for correspondence.
Owner_Address_State
Owners
The state component of the property owner’s mailing address, represented by a two-letter abbreviation for efficient identification.
Owner_Address_Street
Owners
The current mailing street address of the property owner, used for official correspondence or communication purposes.
Owner_Address_Unit
Owners
The specific unit number or name within the owner’s mailing address, providing detailed information for precise identification.
Owner_Address_Unit_Type
Owners
Specifies the type of mailing address unit associated with the owner, such as apartment, suite, or PO box, providing additional address details.
Owner_Address_Zip
Owners
The ZIP code portion of the property owner’s mailing address, provided in its standard 5-digit format for regional identification.
Owner_Address_Zip4
Owners
The additional 4-digit ZIP code extension of the property owner’s mailing address, providing enhanced geographic precision.
Owner_Names
Owners
The names of the property owners, with the ability to list up to six individuals or entities associated with ownership.
Owner_Occupied_Flag
Owners
Indicates whether the property is occupied by the owner, providing insights into primary residence status.
Last_Sale_Date
Last sale
The recorded date of the most recent sale transaction for the property, indicating when ownership was last transferred.
Last_Sale_Price
Last sale
The sale price of the property in its most recent transaction, expressed in U.S. dollars.
Last_Sale_Buyer1
Last sale
The name of the primary buyer involved in the most recent sale of the property.
Last_Sale_Buyer2
Last sale
The name of the secondary buyer involved in the most recent sale of the property, if applicable.
Last_Sale_Seller1
Last sale
The name of the primary seller involved in the most recent property sale.
Last_Sale_Seller2
Last sale
Represents the name of the secondary seller involved in the last recorded sale, if applicable.
Last_Sale_Distressed_Flag
Last sale
Indicates whether the property’s most recent sale was a distressed sale, such as a foreclosure or short sale.
Last_Sale_Flip_Flag
Last sale
Indicates whether the last recorded sale of the property was part of a property flip, where it was purchased and resold within a short time frame.
Last_Sale_REO_Flag
Last sale
Indicates whether the last recorded sale of the property was a Real Estate Owned (REO) transaction, typically involving bank-owned properties.
Last_Sale_Partial_Interest
Last sale
Indicates whether the most recent sale was a partial interest transaction, where only a portion of the property ownership was transferred, or a full sale.
Last_Sale_Recorder_Book
Last sale
Indicates the record book number where the last sale deed was officially recorded.
Last_Sale_Recorder_Doc
Last sale
This column contains the document number assigned by the assessor for the recorded lien associated with the most recent property sale.
Last_Sale_Recorder_Page
Last sale
This column captures the page number of the lien as recorded in the county recorder’s office.
In_Default_Flag
Mortgage & Liens
Indicates whether the property is currently in default.
Last_Default_Date
Mortgage & Liens
Date when the lien was last recorded as in default.
Lien1_Amount
Mortgage & Liens
The total dollar amount financed for the first lien.
Lien1_ARM_Adj_Date
Mortgage & Liens
The specific date on which the adjustable rate for the first lien changes.
Lien1_ARM_Index
Mortgage & Liens
Index used to adjust the interest rate for the lien, such as LIBOR or CD rates.
Lien1_Borrower1
Mortgage & Liens
The name of the primary borrower associated with the first lien.
Lien1_Borrower2
Mortgage & Liens
The name of the second borrower associated with the first lien.
Lien1_Due_Date
Mortgage & Liens
The repayment due date for the first lien.
Lien1_Duration
Mortgage & Liens
The total duration of the first lien in months.
Lien1_Interest
Mortgage & Liens
The interest rate applicable to the first lien.
Lien1_Lender
Mortgage & Liens
Name of the financial institution or individual providing the first lien.
Lien1_Lender_Type
Mortgage & Liens
Classification of the lender that provided the first lien.
Lien1_Principal_Balance
Mortgage & Liens
The remaining balance of the principal amount for the first lien.
Lien1_Principal_Paid
Mortgage & Liens
The total amount of principal repaid on the first lien to date.
Lien1_Start_Date
Mortgage & Liens
The initiation date of the first lien contract.
Lien1_Type
Mortgage & Liens
Specifies the type of loan associated with the first lien (e.g., Conventional, ARM, USDA).
Lien2_Amount
Mortgage & Liens
Amount in dollars financed for the second lien.
Lien2_ARM_Adj_Date
Mortgage & Liens
Reflects when the interest rate adjustment occurred for the second lien.
Lien2_ARM_Index
Mortgage & Liens
ARM index followed by the second lien.
Lien2_Borrower1
Mortgage & Liens
Name of the first borrower on the second lien.
Lien2_Borrower2
Mortgage & Liens
Co-borrower associated with the second lien.
Lien2_Due_Date
Mortgage & Liens
Scheduled repayment date for the second lien.
Lien2_Duration
Mortgage & Liens
Length of the loan agreement for the second lien, in months.
Lien2_Interest
Mortgage & Liens
Reflects the applied rate for the second lien.
Lien2_Lender_Type
Mortgage & Liens
Classification of the lender that provided the second lien.
Lien2_Lender
Mortgage & Liens
Entity providing financing for the second lien.
Lien2_Principal_Balance
Mortgage & Liens
Remaining unpaid balance on the principal of the second lien.
Lien2_Principal_Paid
Mortgage & Liens
Total principal paid toward the second lien to date.
Lien2_Start_Date
Mortgage & Liens
Reflects the initiation date of the second lien.
Lien2_Type
Mortgage & Liens
Defines the nature of the second lien (e.g., ARM, conventional).
Liens_Principal_Balance
Mortgage & Liens
Total remaining principal balance across all liens on the property.
Liens_Principal_Paid
Mortgage & Liens
Total principal amount repaid for all liens on the property.
Liens_Total
Mortgage & Liens
Total value of liens currently placed on the property.
APN
Tax assessment
This column contains the Assessor’s Parcel Number (APN), a unique identifier assigned to the property for tax assessment purposes.
Last_Tax_Assessed
Tax assessment
Assessed value based on the latest tax assessment records.
Last_Tax_Assessed_Improvements
Tax assessment
The most recent assessed value of buildings or structures on the property.
Last_Tax_Assessed_Land
Tax assessment
The latest assessed value of the property’s land, excluding any structures.
Last_Tax_Exemptions
Tax assessment
Any applicable exemptions associated with the property’s tax record.
Last_Tax_Total
Tax assessment
Total property taxes assessed annually for the property.
Last_Tax_Year
Tax assessment
The tax assessment year associated with the recorded tax amount.
Legal_Description
Tax assessment
The legal description of the property, including boundaries, lot details, and survey information, as recorded in public records.
Land_Use_Category
Zoning
Specifies the land use category as defined by the county, indicating the zoning and permitted property usage (e.g., residential, commercial, agricultural).
Land_Use_Sub-Category
Zoning
Specifies the detailed subcategory of land use as defined by the county, providing granular information about the property’s permitted usage (e.g., Single Family Residential, Condominium Unit).
Zoning_Code
Zoning
The official zoning code assigned to the property, indicating permitted land use and development regulations (e.g., R1, R2, Residential).
Zoning_Info
Zoning
A detailed textual description of the zoning code, outlining permitted land uses and specific property restrictions (e.g., Residential, Single Family).
College_Degree
Local Market
Percentage of the population within the zip code that holds a college degree.
Commute_Time
Local Market
Average commute time in minutes for residents within the zip code.
Home_Ownership_Cost
Local Market
Median monthly cost of home ownership in dollars within the zip code.
Household_Income
Local Market
Average household income from all sources within the zip code.
Median_Home_Value
Local Market
Median home value for properties within the zip code.
Poverty
Local Market
Percentage of households below the poverty line within the zip code.
Rent_Cost
Local Market
Median monthly cost of rent in dollars within the zip code.
Retirement_Income
Local Market
Average household retirement income within the zip code.
Unemployment
Local Market
The unemployment rate calculated for residents within the zip code.
Purchase Dataset
$8,900
End-of-year sale
89% off
$945.00
Data sample
LEAD TIME
Under 24h
Expect an email after purchase with the download links.
Last updated
Nov 28
This dataset is normally updated every 2-3 weeks.
Files
.CSV
Open as a spreadsheet or import into DB.
Total size
120GB
Split into 51 separate files, one for each state & DC.
License
✅ Internal business use
✅ Personal use
✅ Marketing
🚫 Resale or distribution
Dataset Overview
Explore the wide range of insights you can uncover with this dataset. Below is a visual representation showcasing some examples of the data available.
US Residential Mortgage Statistics
Rate
Median mortgage rate for all properties.
3.9%
ARM
Share of adjustable rate mortgages.
1.2%
In default
Properties with mortgages in default.
2.1%
Equity
Median equity of mortgaged homes.
57.2%
Multiple liens
Properties with 2 or more active mortgages.
8.2%