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Zillow Real Estate Dataset

Property Listings, Prices & Market Trends

With over 160 million active listings, off-market properties, rental listings, and historical sales records, access structured Zillow datasets to gain deep insights into property valuations, neighborhood trends, buyer and seller behavior, and the overall US housing market. Leverage comprehensive housing data combined with real-time pricing intelligence to track market movements, identify investment opportunities, analyze demand patterns, and make faster, data-driven real estate decisions with confidence.

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Quick Stats

Properties Tracked

160M+

Active Listings

Data Coverage

5M+

Dataset Records

Nationwide Reach

50

US States

Market History

5yr+

Historical Data

PLATFORMS WE COVER
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PLATFORM ADVANTAGES

Why Choose Zillow Datasets from WebDataInsights?

Structured, analysis-ready real estate data built for professionals—including investors, proptech teams, analysts, and market researchers. Access large-scale property, rental, and historical housing datasets designed to support forecasting, valuation modeling, trend analysis, and efficient price monitoring across dynamic real estate markets. Turn complex housing data into actionable insights for smarter investment, research, and business decisions.

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Comprehensive Coverage

Property details, Zestimate valuations, listing history, rental estimates, neighborhood demographics, school ratings, and more.

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Geo-Specific Data

Datasets for all 50 US states covering metros, suburbs, rural markets, and specific zip codes or MLS regions.

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Customizable

Choose your property types — residential, commercial, rental — plus fields and update frequency to match your analytics workflow.

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Multiple Formats

Delivered in CSV, Excel, JSON, and API feeds for seamless integration into BI tools, AVM models, or proptech platforms.

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Real-Time + Historical

Access live listing feeds for active market monitoring or bulk historical archives spanning 5+ years of sale and valuation records.

ABOUT THIS DATASET

Zillow Property & Pricing Dataset

Real estate market intelligence powered by Zillow property, pricing, and market trend data.

Use the power of WebDataInsights Zillow datasets to empower real estate investors, mortgage lenders, proptech startups, and market researchers to discover insights at scale — from identifying undervalued zip codes to tracking appreciation in emerging neighborhoods.

Whether you’re building an Automated Valuation Model (AVM), benchmarking investment returns, analyzing neighborhood price trajectories, or developing data-driven real estate applications, this dataset provides premium structured housing data powered by Zillow. Explore property valuations, rental trends, market activity, and historical sales insights to support forecasting, investment analysis, and smarter decision-making. With rich market signals and continuously updated records, the dataset is also ideal for tracking dynamic pricing trends and understanding how property values evolve across changing market conditions.

LEVERAGE THIS DATA TO:

  • Create or validate Automated Valuation Models (AVMs) using Zestimate & historical sales data.
  • Track hyper-local price trends on zip code, neighborhood, and school district levels.
  • Fuel investment screening tools with rental yields, cap rates, and price-to-rent ratios.

Key Metrics

Price

$249.00

Format

CSV / JSON

Records

5M+ Verified Records

Coverage

USA Nationwide

Update Frequency

Weekly / Monthly

Availability

Instant Access

Delivery Time

Immediately

Preview actual dataset structure before purchase.

DATA PREVIEW

Sample Zillow Dataset Preview

A representative snapshot of the structured fields included in every record.

Property Idproperty urlpricebedsbathssqftEventTypeAddresspostalCodeaddressLocalityaddressRegionListed bystartDateendDateavailabilityVisit TimingsImage1Image2Image3
18164359https://www.zillow.com/homedetails/39428-Corte-Garboso-Murrieta-CA-92563/18164359_zpid/$759,800 532,3183D Tour Available - 39428 Corte GarbosoHouse for sale39428 Corte Garboso, Murrieta, CA 9256392563MurrietaCACENTURY 21 MASTERS08-05-2608-05-26InStockShowcasehttps://photos.zillowstatic.com/fp/a32085b888c1537b9945a58005872603-p_e.webphttps://photos.zillowstatic.com/fp/5f7198c788d0707664029cde57d30314-p_e.webphttps://photos.zillowstatic.com/fp/5c45bdac3afa9dcab61bd65854355c6d-p_e.webp
61303054https://www.zillow.com/homedetails/30600-Kentfield-Dr-Murrieta-CA-92563/61303054_zpid/$799,990 543,113Open House - 0:00 - 3:00 PMHouse for sale30600 Kentfield Dr, Murrieta, CA 9256392563MurrietaCAABUNDANCE REAL ESTATE09-05-2609-05-26InStockOpen: Sat 12-3pm (5/9)https://photos.zillowstatic.com/fp/f51420731ece7f74658183d2718c9428-p_e.webphttps://photos.zillowstatic.com/fp/0f6e7727c646c18beef5675b6fde8aa3-p_e.webphttps://photos.zillowstatic.com/fp/74b3ad7613b7d2043aa28323fd47d2de-p_e.webp
18013790https://www.zillow.com/homedetails/25485-Fay-Ave-Moreno-Valley-CA-92551/18013790_zpid/$490,000 321,249Open House - 0:00 - 3:00 PMHouse for sale25485 Fay Ave, Moreno Valley, CA 9255192551Moreno ValleyCANEST REAL ESTATE09-05-2609-05-26InStockOpen: Sat 12-3pm (5/9)https://photos.zillowstatic.com/fp/41c8043816536fdecf3f5ac83cc1cfcc-p_e.webphttps://photos.zillowstatic.com/fp/084d8f74d9a6e4a5490c66b5370a5030-p_e.webphttps://photos.zillowstatic.com/fp/8061010fd76d0a298b8488f88c75ec2c-p_e.webp
21462029https://www.zillow.com/homedetails/10612-Hester-Ave-Whittier-CA-90604/21462029_zpid/$749,000 321,426Open House - 0:00 - 6:00 PMHouse for sale10612 Hester Ave, Whittier, CA 9060490604WhittierCAEHOMES09-05-2609-05-26InStockOpen: Sat 12-6pm (5/9)https://photos.zillowstatic.com/fp/a2c610d2c36c4e6946b5a8cc0fe83dc5-p_e.webphttps://photos.zillowstatic.com/fp/0ba1c3e91fdf7bf75742f38a3c922447-p_e.webphttps://photos.zillowstatic.com/fp/48e3595549feba7db794c42812fa5917-p_e.webp
15421709https://www.zillow.com/homedetails/3775-E-Highway-41-Paso-Robles-CA-93446/15421709_zpid/$750,000 421,5323D Tour Available - 3775 E Highway 41Home for sale3775 E Highway 41, Paso Robles, CA 9344693446Paso RoblesCAHOME & RANCH SOTHEBY'S INTL08-05-2608-05-26InStockShowcasehttps://photos.zillowstatic.com/fp/d5458b57f7c3cdeb228317bac78bcce2-p_e.webphttps://photos.zillowstatic.com/fp/98e12b36820172d8f7cc5b744bcf9446-p_e.webphttps://photos.zillowstatic.com/fp/ce82993ea06b49048be8a5ffba5655d4-p_e.webp
16541694https://www.zillow.com/homedetails/2433-Albany-Ave-Davis-CA-95618/16541694_zpid/$645,000 321,153Open House - 11:00 AM - 1:00 PMHouse for sale2433 Albany Ave, Davis, CA 9561895618DavisCA09-05-2609-05-26InStockOpen: Sat 11am-1pm (5/9)https://photos.zillowstatic.com/fp/88eca41f80e003209fe5d106d4fa3da4-p_e.webphttps://photos.zillowstatic.com/fp/e8b0244c5bea84a90e3154d267c41815-p_e.webphttps://photos.zillowstatic.com/fp/d1cc85db5f4b199a96f83075a7f9d22e-p_e.webp
19042713https://www.zillow.com/homedetails/11123-Coachlight-Ct-Bakersfield-CA-93312/19042713_zpid/$500,000 321,886Open House - 2:00 - 4:00 PMHouse for sale11123 Coachlight Ct, Bakersfield, CA 9331293312BakersfieldCA09-05-2609-05-26InStockOpen: Sat 2-4pm (5/9)https://photos.zillowstatic.com/fp/422aaafaee047e35e8eaa77a9609be7e-p_e.webphttps://photos.zillowstatic.com/fp/725ae20249d6984ea7d10ab91042ec21-p_e.webphttps://photos.zillowstatic.com/fp/e5b200190a3e28364276031293383a87-p_e.webp
17350524https://www.zillow.com/homedetails/1447-Sheridan-Rd-San-Bernardino-CA-92407/17350524_zpid/$495,995 311,012Open House - 2:00 - 3:00 PMHouse for sale1447 Sheridan Rd, San Bernardino, CA 9240792407San BernardinoCALPT REALTY, INC09-05-2609-05-26InStockOpen: Sat 2-3pm (5/9)https://photos.zillowstatic.com/fp/9e53dd16d16827cd2f66522b03cb8c70-p_e.webphttps://photos.zillowstatic.com/fp/065f2ad457267c76131b7c1d163ccd13-p_e.webphttps://photos.zillowstatic.com/fp/d205d7dc2d27575949dde2a7b15aa880-p_e.webp
25921653https://www.zillow.com/homedetails/8528-Carlin-Ave-Sacramento-CA-95823/25921653_zpid/$509,000 431,851Open House - 4:00 - 6:00 PMHouse for sale8528 Carlin Ave, Sacramento, CA 9582395823SacramentoCA08-05-2608-05-26InStockOpen: Fri 4-6pm (5/8)https://photos.zillowstatic.com/fp/7012ebc51b435efa9dd34a890aa38719-p_e.webphttps://photos.zillowstatic.com/fp/dde930147d03e12f4f1aae9430fd3b9e-p_e.webphttps://photos.zillowstatic.com/fp/a48bf5f3d9be4ad7e8d11af77a53575e-p_e.webp
21379875https://www.zillow.com/homedetails/12124-Burgess-Ave-Whittier-CA-90604/21379875_zpid/$749,000 321,045Open House - 11:00 AM - 2:00 PMHouse for sale12124 Burgess Ave, Whittier, CA 9060490604WhittierCAEHOMES09-05-2609-05-26InStockOpen: Sat 11am-2pm (5/9)https://photos.zillowstatic.com/fp/ad79724976423651e68d1833ccbb0bcc-p_e.webphttps://photos.zillowstatic.com/fp/45d1351f9017266750242b3dc05741cc-p_e.webphttps://photos.zillowstatic.com/fp/4da2132781e6f2e247d5942fb410a876-p_e.webp
DATA STRUCTURE

Zillow Dataset Categories

Six specialized data layers to power every real estate workflow.

Property Listings Dataset

  • Property address, zip code, city, county, state, and MLS region
  • Beds, baths, square footage, lot size, year built, and property type
  • Listing photos URL array, virtual tour links, and 3D walkthrough availability

Pricing & Valuation Dataset

  • List price, last sale price, and Zestimate automated valuation
  • Historical price changes with timestamps and % fluctuation
  • Rent Zestimate, price-to-rent ratio, and gross rental yield

Listing History Dataset

  • Days on market (DOM), listing status changes, and price reduction history
  • Number of listing views, saves, and contact requests (engagement signals)
  • Prior sale dates and prices going back 10+ years

Neighborhood & Location Dataset

  • Walk Score, Transit Score, and Bike Score by property
  • School ratings (GreatSchools), proximity to amenities
  • Crime index, flood zone risk, and air quality scores

Market Trends Dataset

  • Median listing price and sale price by metro, city, zip, and neighborhood
  • Inventory levels, months of supply, and list-to-sale price ratio
  • Year-over-year appreciation rates and new listing volume trends

Rental Dataset

  • Active rental listings with price, beds, baths, and amenities
  • Rent Zestimate by zip code and property type
  • Rental market trends including vacancy rates and median rent changes
GEOGRAPHIC SCOPE

Geo & Marketplace Coverage

Nationwide depth from the zip code level to national aggregates.

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National Coverage

All 50 US states, 3,000+ counties, 30,000+ zip codes with complete property data.

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Metro Focus

Top 100 US metros with enhanced data depth, including sub-market breakdowns.

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Neighborhood Level

Zillow-defined neighborhood boundaries with aggregated metrics and scores.

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Add-Ons

School district overlays, flood risk layers, and census demographic data available.

APPLICATIONS

Use Cases of Zillow Datasets

Built for every professional that depends on real estate data—from investors and proptech startups to analysts, researchers, and enterprises tracking housing market trends. These datasets support property valuation, rental analysis, market forecasting, price intelligence, and competitive benchmarking against major real estate platform competitors.

For Real Estate Investors

  • Screen markets and zip codes for investment potential based on rental yield and appreciation trends
  • Identify undervalued properties using Zestimate vs. list Price divergence signals
  • Track micro-market price cycles to time acquisitions and exits

For PropTech & Mortgage Platforms

  • Power AVMs and price estimation tools with structured Zestimate and sale history data
  • Enrich property search experiences with neighborhood scores and school ratings
  • Build lead generation tools using listing engagement signal data

For Market Research & Consulting

  • Produce metro-level housing market reports backed by current listing and sale data
  • Analyze affordability trends and price-to-income ratios across geographies
  • Study inventory dynamics and days-on-market trends by price tier

For AI & ML Teams

  • Train AVM models using historical Zestimate, list price, and final sale price data
  • Build neighborhood classification models using demographic and amenity feature data
  • Develop rental price prediction engines with Rent Zestimate and market trend feeds
Why It Matters

Benefits of Zillow Datasets

Real advantages for teams building on real estate data.

01

Faster Decision-Making

Eliminate manual property research — access structured, analysis-ready data across 5M+ listings in seconds.

02

Accurate Forecasting

Build robust housing price and rental yield models using 5+ years of granular historical Zillow records.

03

Competitive Edge

Spot price reductions, new listing surges, and DOM anomalies in near real-time — before the market moves.

04

Custom Feeds

Get only the states, property types, and data fields your team needs — no generic data dumps.

PLANS & PRICING

Pricing & Subscription Models

Choose the access model that fits your use case.

RESEARCH & BENCHMARKING

One-Time Dataset Purchase

$249 /dataset

Best for market research projects, feasibility studies, or AVM training runs.

Monthly / Quarterly
  • 5M+ property records
  • CSV, JSON, Parquet formats
  • Immediate delivery
  • Geo-filtered on request
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⭐ Most popular

Monthly Subscription

$499 /month

Automatically refreshed listing and pricing data — ideal for live dashboards and active market monitoring.

Weekly / Daily Updates
  • Daily data refresh
  • All formats included
  • API feed access
  • Priority support
  • Historical archive included
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FULL COVERAGE

Enterprise License

Custom Pricing

Full national coverage with unlimited API calls, dedicated account support, and SLA-backed delivery.

Real-Time / Custom
  • Unlimited API calls
  • Dedicated account manager
  • SLA-backed delivery
  • Custom field selection
  • White-label data feeds
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FAQs

Frequently Asked Questions

Quick answers about data formats, coverage, and delivery.

CSV, Excel, JSON, and API feeds. Parquet format is available for large-scale data engineering workflows.

Listing data is refreshed daily. Pricing, Zestimate, and market trend data can be delivered in near real-time or on a weekly cadence depending on your subscription plan.

Yes. WebDataInsights supports geo-filtered requests down to the zip code level, as well as MSA, county, and city segmentation to match your exact analysis area.

Yes. Access up to 5+ years of historical listing, pricing, Zestimate, and sale records, depending on the data category. Bulk historical archives are available for all subscription tiers.

Absolutely. The Zillow Pricing & Valuation Dataset includes Zestimate history, list price, final sale price, and property attributes — all the core features required for supervised AVM training and validation.

Yes. The Zillow Rental Dataset covers active rental listings, Rent Zestimate by property and zip code, and rental market trend indicators including vacancy rates and median rent changes.

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