raimbekovm/astana-real-estate
Astana Real Estate Dataset A comprehensive dataset of apartment listings from Astana, Kazakhstan with prices, features, and locations. Dataset Description This dataset contains 18,388 real estate listings scraped from krisha.kz (the largest real estate platform in Kazakhstan) in December 2025 - January 2026. Why this dataset? Largest public real estate dataset from Kazakhstan on Hugging Face Rich features: 27 columns including GPS coordinates… See the full description on the dataset page: https://huggingface.co/datasets/raimbekovm/astana-real-estate.
Astana Real Estate Dataset
A comprehensive dataset of apartment listings from Astana, Kazakhstan with prices, features, and locations.
Dataset Description
This dataset contains 18,388 real estate listings scraped from krisha.kz (the largest real estate platform in Kazakhstan) in December 2025 - January 2026.
Why this dataset?
- Largest public real estate dataset from Kazakhstan on Hugging Face
- Rich features: 27 columns including GPS coordinates, residential complex info
- Dual currency: prices in both KZT (original) and USD
- Real market data: actual prices from active listings
- Growing market: Astana is one of the fastest-developing cities in Central Asia
Use Cases
- Housing price prediction models
- Real estate market analysis for emerging markets
- Residential complex comparison
- Urban development research
- Geographic price analysis
Dataset Structure
Data Fields
Categorical Values (in Russian)
building_type: монолитный (monolithic), кирпичный (brick), панельный (panel), иной (other)
condition: свежий ремонт (fresh renovation), черновая отделка (rough finish), требует ремонта (needs repair)
district: Есильский р-н, Сарыарка р-н, Алматы р-н, Нура р-н, Байконыр р-н
Data Splits
Price Statistics
Quick Start
from datasets import load_dataset
dataset = load_dataset("raimbekovm/astana-real-estate")
df = dataset['train'].to_pandas()
# Price statistics
print(f"Total listings: {len(df)}")
print(f"Median price: ${df['price_usd'].median():,.0f}")
print(f"Median price/m²: ${df['price_per_m2_usd'].median():,.0f}")
# Price by district
print(df.groupby('district')['price_usd'].median().sort_values(ascending=False))
# Most popular residential complexes
print(df['residential_complex_name'].value_counts().head(10))Dataset Creation
Source
- Website: krisha.kz
- Period: December 2025 - January 2026
- Location: Astana, Kazakhstan
Processing
- Extracted from parsed database
- Removed empty columns (<1% fill rate)
- No duplicates found
- UTF-8 encoding
- Currency conversion: Original prices in KZT converted to USD using NBRK exchange rate 508.91 KZT/USD (January 8, 2026)
Geographic Coverage
The dataset covers all districts of Astana:
- Есильский район (Yesil district) - central/business
- Сарыарка район (Saryarka district) - northern
- Алматы район (Almaty district) - southern
- Нура район (Nura district) - eastern
- Байконыр район (Baikonur district) - western
Considerations
Biases
- Only listings from krisha.kz platform
- Prices are asking prices, not final sale prices
- New construction heavily represented (79% have residential complex info)
Limitations
- No photos included (yet)
- No historical price changes
- Some fields have partial coverage
Related Datasets
- raimbekovm/bishkek-real-estate - Real estate from Bishkek, Kyrgyzstan (with photos)
Citation
@dataset{astana_real_estate_2025,
title={Astana Real Estate Dataset},
author={raimbekovm},
year={2025},
publisher={Hugging Face},
url={https://huggingface.co/datasets/raimbekovm/astana-real-estate}
}License
This dataset is released under CC-BY-4.0.
Updates
- v1.1 (January 8, 2026): Added original KZT prices, recalculated USD using NBRK rate (508.91)
- v1.0 (January 2026): Initial release with 18,388 listings
- Photos will be added in future updates