Rental Automated Valuation Model

# ATTOM Rental AVM – Nationwide Residential Rental Valuation Data

## Overview

ATTOM Rental AVM provides estimated monthly rental values for residential properties across the United States. The dataset delivers modeled rental value estimates for single-family homes, including condominiums and townhomes, using ATTOM’s nationwide property database and geospatial modeling techniques.

## Coverage & Scale

- 126,433,173 total residential rental value records
- Coverage across 3,143 counties nationwide
- United States geography
- Updated monthly
- 21 data columns

## What the Dataset Includes

ATTOM Rental AVM provides the following rental valuation metrics:

- Estimated Rental Value, representing the modeled monthly rental value
- Estimated High Rental Value, representing the modeled maximum monthly value based on confidence and FSD scoring
- Estimated Low Rental Value, representing the modeled minimum monthly value based on confidence and FSD scoring
- Rental Valuation Date indicating when the rental value was modeled

## Valuation Methodology

Rental estimates are calculated using ATTOM’s nationwide property database and localized using geospatial layers such as neighborhoods, school districts, county subdivisions, ZIP codes, cities, and counties. Rental values are tested using statistical techniques and compared against more than one million nationwide active rental listings to support estimate accuracy.

## Availability

- Updated monthly

搜集汇总

背景与挑战

背景概述

该数据集提供美国住宅物业的月度租金估值，覆盖单户住宅、公寓和联排别墅，基于全国物业数据库和地理空间建模技术生成。它包含约1.26亿条记录，每月更新，涉及3,143个县，并包含租金估值范围及日期等关键指标。