datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
real_estate_ads
🏠 Divar Real Estate Ads Dataset
📋 Overview
The real_estate_ads dataset contains one million anonymized real estate advertisements collected from the Divar platform, one of the largest classified ads platforms in the Middle East. This comprehensive dataset provides researchers, data scientists, and entrepreneurs with authentic real estate market data to build innovative solutions such as price evaluation models, market analysis tools, and forecasting systems.… See the full description on the dataset page: https://huggingface.co/datasets/divarofficial/real_estate_ads.real-estate-listings
Real Estate Listings (Synthetic) (Free Sample)
This is a free sample with 2,020 rows. The full dataset has 39,989 rows across 5 tables.
Mid-market residential property listings from a simulated US metro area
spanning two years of listing activity, agent assignments, neighborhood
characteristics, and price-history updates. Includes detached homes,
condos, townhomes, and multifamily inventory with location-based pricing,
seasonality, and listing lifecycle events that look like real… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/real-estate-listings.Aqar.fm-Saudi-Real-Estate-Listings
Aqar.fm Saudi Real Estate Listings Dataset
Dataset Description
This dataset contains real estate listings scraped from sa.aqar.fm, covering various regions in Saudi Arabia. It includes data for sales, rentals, and auctions.
Total Records: 6,252
Date Collected: 30/12/2025
Source: Public listings on sa.aqar.fm
File Structure
The dataset is provided in CSV, JSON, and Notebook formats:
aqar_fm_listings_cleaned.csv: The main dataset containing all cleaned… See the full description on the dataset page: https://huggingface.co/datasets/afaskar/Aqar.fm-Saudi-Real-Estate-Listings.canada_realestate_listingsahmedshahriarsakib_usa-real-estate-dataset
USA Real Estate Dataset
Real Estate listings (2.2M+) in the US broken by State and zip code
Dataset Info
Source: Kaggle
Original Size: 38.23 MB
Kaggle Downloads: 38,673
Files: 1
Files
realtor-data.zip.csv
Mirrored from Kaggle
miami_real_estate_data.csvdubai-real-estate-dld
Dubai Real Estate — DLD open data, cleaned and aggregated
Registered property sales, rent contracts and the project registry of the
Dubai Land Department (DLD), cleaned and aggregated by
Dubai Data — the same numbers that are published on the portal,
exported from its nightly build.
Data through: 2026-09-17 (DLD publishes with a lag of a few working days)
Updated: weekly from the portal's nightly build
Methodology: https://datadubai.ae/methodology/ — outlier trimming, minimum… See the full description on the dataset page: https://huggingface.co/datasets/datadubai/dubai-real-estate-dld.Russia_Real_Estate_2018_2021
Context
The dataset consists of lists of unique objects of popular portals for the sale of real estate in Russia. More than 540 thousand objects.
The dataset contains 540000 real estate objects in Russia.
Content
The Russian real estate market has a relatively short history. In the Soviet era, all properties were state-owned; people only had the right to use them with apartments allocated based on one's place of work. As a result, options for moving were fairly limited.… See the full description on the dataset page: https://huggingface.co/datasets/daniilakk/Russia_Real_Estate_2018_2021.real-estate-conversationhanoi-hcmc-real-estate
Hanoi & Ho Chi Minh City Real Estate Dataset
Dataset Summary
This dataset is a cleaned, consolidated, and analysis-ready real estate dataset covering two major Vietnamese urban markets:
Hanoi
Ho Chi Minh City
It was prepared for PropertyVision BI, a business intelligence and decision-support project focused on property analytics, price prediction, ROI analysis, planning-risk exploration, and dashboard-based market monitoring.
The dataset is designed for:
exploratory… See the full description on the dataset page: https://huggingface.co/datasets/SpringWang08/hanoi-hcmc-real-estate.luxembourg-real-estate-market
ChatHome Luxembourg Real Estate Market Aggregates
Privacy-safe, commune-level housing market aggregates for Luxembourg, published by ChatHome. The dataset combines sample-gated asking-price statistics from active residential listings with clearly labelled official references from STATEC / Observatoire de l'Habitat.
It contains no listing descriptions, photos, street addresses, contact details, user data, or individual property records.
Data files… See the full description on the dataset page: https://huggingface.co/datasets/chathome-lu/luxembourg-real-estate-market.mlit-japan-real-estate-price-2005-2024q3real-estate-batdongsan.com.vn
Bộ dữ liệu tin đăng căn hộ Việt Nam
Tóm tắt
Bộ dữ liệu này gồm các bản ghi tin đăng căn hộ tại Việt Nam, được export từ tầng hiển thị của backend bất động sản. Mỗi dòng tương ứng với một tin đăng/property post, bao gồm tiêu đề, mô tả, thuộc tính có cấu trúc, vị trí hành chính, giá, diện tích, ảnh, định danh nguồn và thông tin tiện ích xung quanh.
Bộ dữ liệu phù hợp cho các bài toán tìm kiếm bất động sản, truy hồi ngữ nghĩa, retrieval-augmented generation (RAG)… See the full description on the dataset page: https://huggingface.co/datasets/dotiendat711/real-estate-batdongsan.com.vn.Russia_Real_Estate_2021Real estate ads in Russia are published on the websites avito.ru, realty.yandex.ru, cian.ru, sob.ru, youla.ru, n1.ru, moyareklama.ru. The ads-api.ru service allows you to upload real estate ads for a fee. The parser of the service works strangely and duplicates real estate ads in the database if the authors extended them after some time. Also in the Russian market there are a lot of outbids (bad realtors) who steal ads and publish them on their own behalf. Before publishing this dataset, my… See the full description on the dataset page: https://huggingface.co/datasets/daniilakk/Russia_Real_Estate_2021.spain-real-estate-open-data
Spain Real Estate Open Data
Datos abiertos del mercado inmobiliario español por provincia, municipio, tipo de propiedad y operación. Source: la red federadora Eligemicasa.com — el portal que une a las inmobiliarias verificadas de toda España.
Resumen
Este dataset contiene un snapshot estructurado del mercado inmobiliario español:
52 provincias con métricas agregadas (volumen activo, precio medio/min/max).
8.131 municipios con población y volumen.
Precios medianos por… See the full description on the dataset page: https://huggingface.co/datasets/Eligemicasa/spain-real-estate-open-data.real_estatereal_estate_listing_analysis_bart_dataset
Real Estate Listing Analysis
Description: Perform various tasks to analyze real estate listings, including categorizing them by type, determining if they are for new buildings or business centers, identifying amenities, classifying listings based on location, and analyzing pricing trends.
How to Use
Here is how to use this model to classify text into different categories:
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model_name =… See the full description on the dataset page: https://huggingface.co/datasets/interneuronai/real_estate_listing_analysis_bart_dataset.RealEstatereal-estate-chatbotnewyork_real_estate_salesperson_practice_examreal-estate-data-mergedcheboksary-real-estate-ads-monthly
Объявления о недвижимости Чебоксар и Новочебоксарска
Ежемесячные выгрузки объявлений о недвижимости в Чебоксарах и Новочебоксарске за период 02.2022 — 12.2025.
Данные собраны с российских площадок (Avito, ЦИАН, Яндекс.Недвижимость и др.) и отфильтрованы по географическому bounding box, охватывающему Чебоксары и Новочебоксарск.
Структура
cheb_lite/
├── 2022_02.csv
├── 2022_03.csv
└── ...
Каждый файл — один календарный месяц. Имя файла: YYYY_MM.csv (например… See the full description on the dataset page: https://huggingface.co/datasets/daniilakk/cheboksary-real-estate-ads-monthly.dxb_realestatekonya-real-estate-dataset
Konya Real Estate Dataset ( 17.07.2024 )
Column
Value
Description
property_status
satilik
For sale
property_category
konut
Residential
property_subcategory
daire
Apartment
city
konya
Specific city
town
meram, selcuklu, karatay
Specific town
neighborhood
string
Specific neighborhood
district
string
District information
floor_count
integer between 1 and 18
Number of floors
floor
integer between 0 and 15
Floor number
building_age
0, 1, 2, 3, 4, 5 - 10, 11 -… See the full description on the dataset page: https://huggingface.co/datasets/ahmetalper/konya-real-estate-dataset.temp_real_estate_yang_coding_studyReal_estatefixed_miami_real_estate_data.csvreal_estate_ads
🏠 Divar Real Estate Ads Dataset
📋 Overview
The real_estate_ads dataset contains one million anonymized real estate advertisements collected from the Divar platform, one of the largest classified ads platforms in the Middle East. This comprehensive dataset provides researchers, data scientists, and entrepreneurs with authentic real estate market data to build innovative solutions such as price evaluation models, market analysis tools, and forecasting systems.… See the full description on the dataset page: https://huggingface.co/datasets/mhdm317/real_estate_ads.real_estaterealestate-test
