Factori US Home Ownership & Mortgage | AI & ML Property Intelligence

Synthetic Data Generation

Tags and Keywords

Usa

Homedata

Property

Realestate

Mortgagage

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Factori US Home Ownership & Mortgage | AI & ML Property Intelligence Dataset on Opendatabay data marketplace

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£263,000

About

US Home Ownership data is gathered and aggregated via surveys, digital services, and public data sources, with powerful profiling algorithms ensuring collection and ingestion of only fresh and reliable data points.
This comprehensive data enrichment solution addresses gaps in customer data, enables deeper understanding of customers, and is structured for ML pipeline consumption across real estate, financial, and behavioral applications. Data is dynamically collected and delivered at suitable intervals to ensure the most up-to-date insights for model training and enrichment workflows.

Attribute Domains

1. Geography: City, State, ZIP, County, CBSA, Census Tract
2. Demographics: Gender, Age Group, Marital Status, Language
3. Financial: Income Range, Credit Rating Range, Credit Type, Net Worth Range
4. Persona: Consumer Type, Communication Preferences, Family Type
5. Interests: Content, Brands, Shopping, Hobbies, Lifestyle
6. Household: Number of Children, Number of Adults, IP Address
7. Behaviours: Brand Affinity, App Usage, Web Browsing
8. Firmographics: Industry, Company, Occupation, Revenue
9. Retail Purchase: Store, Category, Brand, SKU, Quantity, Price
10. Auto: Car Make, Model, Type, Year
11. Housing: Home Type, Home Value, Renter/Owner, Year Built

Data Schema

City
State
ZIP
County
CBSA
Census Tract
Gender
Age Group
Marital Status
Language
Income Range
Credit Rating Range
Credit Type
Net Worth Range
Consumer Type
Communication Preferences
Family Type
Content
Brands
Shopping
Hobbies
Lifestyle
Number of Children
Number of Adults
IP Address
Brand Affinity
App Usage
Web Browsing
Industry
Company
Occupation
Revenue
Store
Category
Brand
SKU
Quantity
Price
Car Make
Model
Type
Year
Home Type
Home Value
Renter/Owner
Year Built

AI Use Cases

360-Degree Customer View — Aggregate internal and external data across geography, demographics, financial, and housing attributes to build comprehensive customer-level feature sets for ML model training.
Data Enrichment & Audience Segmentation — Leverage online-to-offline consumer profiles spanning household, persona, and behavioral fields to build holistic audience segments for improved campaign targeting models.
Fraud Detection & Identity Verification — Cross-reference IP Address, digital web and mobile identities against financial and household signals to verify real users and train anomaly detection models flagging fraudulent activity.
Advertising & Marketing Model Training — Use demographic, interest, lifestyle, and behavioral attributes to train audience targeting models based on consumer preferences, hobbies, and brand affinity signals.
propensity & Credit Risk Modeling — Combine Income Range, Credit Rating Range, Net Worth Range, and Home Value fields to build propensity-to-buy and credit risk scoring models for financial applications.
Real Estate & Housing Intelligence — Analyze Home Type, Home Value, Renter/Owner, and Year Built fields alongside geographic attributes to model property market dynamics and housing demand patterns.
Retail Purchase & Consumer Behavior Prediction — Use Retail Purchase fields including Store, Category, Brand, and SKU alongside behavioral signals to train purchase prediction and recommendation models.

Delivery & Integration

Data sources: Surveys, digital services, and public data sources
Update cadence: Dynamic collection; delivered at daily, weekly, or monthly intervals depending on use case requirements
Data reach attributes: Country location, MAU, DAU, and Monthly Location Pings
Export method: Delivered via best-suited method at suitable intervals

Dataset documentation: https://docs.factori.ai/docs/consumer-data-1?utm_source=direct&utm_medium=referral&utm_campaign=opendatabay
Talk to an expert: https://www.factori.ai/talk-to-expert/?utm_source=direct&utm_medium=referral&utm_campaign=opendatabay

Listing Stats

VIEWS

32

DELIVERY

INSTANT DOWNLOAD

LISTED

19/01/2026

UPDATED

27/03/2026

REGION

NORTH AMERICA

Universal Data Quality Score Logo UDQSQUALITY

5 / 5

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£263,000

Download Dataset in CSV Format