Trulia real-estate property listings dataset

Real estate dataset from trulia

This dataset contains over 1.1 million property listings extracted from Trulia, one of the largest U.S. real estate marketplaces. Compiled and structured by the CrawlFeeds team, this dataset includes residential property data across the United States — making it a valuable resource for real estate analytics, machine learning, and location-based modeling.

Key Features:

  • Full listing info: title, description, URL

  • Detailed location data: city, ZIP code, latitude, longitude

  • Property specs: bedrooms, bathrooms, floor space, features

  • Pricing details: current price, currency, status

  • Metadata: timestamps, image URLs, and breadcrumbs

  • Format: Clean CSV, ready for modeling and analysis

Ideal for:

  • Housing price prediction models

  • Real estate investment analysis

  • Location clustering & zip code segmentation

  • Building property recommendation engines

  • Mapping visualizations & geospatial applications

Last crawled: September 2, 2021
Data format: CSV (1.4M+ records)

 

Need the latest data?

Create a custom request through CrawlFeeds if you need to re-extract updated listings from Trulia or slice by region, price range, or timestamp.


Last crawled:

Sept 2021


Data points:

title, url, description, state_code, city, zip_code, street_address, longitude, latitude, price, currency_code, bedrooms, bathrooms, floorSpace, images, breadcrumbs, features, status, _id, crawled_at, last_updated_at


Data points count:

21


Sample dataset:

View Sample (Signin)

Availability or Type:

Immediately


Delivery time:

immediately


Remaining datasets from trulia:

Trulia Real-Estate Properties Listings


Demo:

[ {'title': '6264 Cedarhurst Dr, Lake, MI 48632 | Trulia', 'url': 'https://www.trulia.com/p/mi/lake/6264-cedarhurst-dr-lake-mi-48632--1004704862', 'description': 'Great Little Getaway at Lake of the Pines! Need someplace to relax and unwind or a quiet retreat to "work from home"?? This affordable 2 bedroom cottage that can double as a full time residence offers a cozy living room with new gas log wood stove, newer kitchen & bath, engineered laminate flooring and dining area with a doorwall to a large private deck. The 2.5 car garage is wired for 220 and offers added storage options. With access to 300 acre Doc & Tom Lake, it has proven a popular location among anglers of all skill levels, featuring a wide variety of sport fish including large and smallmouth bass, spotted bass, black crappie and walleye. Dock your boat at the marina for only $125 per year and fish to your heart\'s content. Lake of the Pines also offers a campground on the lake, boat and kayak rentals, outdoor pool, pavilion, kayak docking and a rec hall for its members. Best of all, Lake of the Pines offers 522 acres of hunting grounds & 45 acres of walking trails for member use.', 'state_code': 'MI', 'city': 'Lake', 'zip_code': '48632', 'street_address': '6264 Cedarhurst Dr', 'longitude': -84.97496032714844, 'latitude': 43.93659973144531, 'price': 125000, 'currency_code': '', 'bedrooms': '2 Beds', 'bathrooms': '1 Bath', 'floorSpace': '', 'images': 'https://www.trulia.com/pictures/thumbs_5/zillowstatic/fp/0aee83029d69681548b3a2ac045827d2-full.jpg', 'breadcrumbs': 'Sold | MI | Lake | 48632 | 6264 Cedarhurst Dr', 'features': 'Year Built: 1974 | Parking: Garage | Price/Sqft: No Info | HOA: $165/Annually | Heating: Yes | Cooling: No | Outdoor: Porch | Pool: No', 'status': 'Recently Sold', '_id': '61e78cbb-14c2-5a0d-ab6a-de1eb4bb99ee', 'crawled_at': '09/02/2021, 15:02:20', 'last_updated_at': '09/02/2021, 15:02:20'}, {'title': '4587 Medina Lake Dr, Hamel, MN 55340 | Trulia', 'url': 'https://www.trulia.com/p/mn/hamel/4587-medina-lake-dr-hamel-mn-55340--2055568796', 'description': 'This custom Lakeview Executive Home is nestled on the best West facing lot in Foxberry Farms. Home features a generous main and lower-level open floor plan with huge formal dining, five bedrooms, two offices, a gym and 4-car garage. Interior highlights include a spacious main floor great room, an entertainer’s kitchen, formal dining, a private den and separate sitting area. Upstairs discover a master wing with huge private bath an oversized closet, a Junior Suite and two bedrooms w/Jack-n-Jill bath. Downstairs enjoy the finished entertaining lower level with a full bar, family room, a huge workout gym, 5th bedroom & the home’s 2nd office. Outside you’ll enjoy the screened porch, a new oversized deck, a walkout patio looking over the .91 acre private, level yard with play system. Home has a new roof, new kitchen APPLS, and is freshly painted throughout. Enjoy the neighborhood tennis courts, a tot-lot, canoe racks and lakeside walking trail. Re-discover Foxberry Farms in Wayzata Schools', 'state_code': 'MN', 'city': 'Hamel', 'zip_code': '55340', 'street_address': '4587 Medina Lake Dr', 'longitude': -93.5476303100586, 'latitude': 45.06125259399414, 'price': 1125000, 'currency_code': '', 'bedrooms': '5 Beds', 'bathrooms': '6 Baths', 'floorSpace': '', 'images': 'https://www.trulia.com/pictures/thumbs_5/zillowstatic/fp/25284bb237f47c121320f71528fcab05-full.jpg', 'breadcrumbs': 'Sold | MN | Hamel | 55340 | 4587 Medina Lake Dr', 'features': 'Year Built: 1998 | Parking: 4 Car Garage | Price/Sqft: No Info | HOA: $173/Quarterly | Heating: Yes | Cooling: Yes | Outdoor: Patio and Porch | Pool: No', 'status': 'Recently Sold', '_id': '9b486bd9-ac20-5c87-b452-c75b4354790c', 'crawled_at': '09/02/2021, 15:02:20', 'last_updated_at': '09/02/2021, 15:02:20'} ]