Real Estate Data UAE

Title: Real Estate Data UAE
Subtitle: UAE Studio Listings 2024

Description:

Dataset Overview:
This dataset offers a comprehensive snapshot of studio apartment listings available for sale across the United Arab Emirates as of 2024. It encompasses a variety of properties, presenting a unique opportunity for market analysis, trend identification, and investment evaluation within the UAE real estate sector.
The collection meticulously compiles data from various listings, presenting attributes such as unique identifiers, property titles, display addresses, the number of bathrooms, bedrooms, listing addition dates, regulatory details, property types, and pricing. This dataset is particularly tailored for those interested in the dynamics of the UAE's studio apartment market.

Data Science Applications:
Despite its compact size, this dataset is ripe for various data science explorations. Analysts can leverage it for predictive modeling of property prices, trend analysis over time, geographical market segmentation, and feature importance studies to understand price determinants. It's a valuable resource for academic research, market analysis, and portfolio management, providing insights into the burgeoning real estate market of the UAE.

Column Descriptors:

• id: Unique property listing identifier.
• title: Descriptive title of the property listing.
• displayAddress: Location information including community and city.
• bathrooms: Count of bathrooms in the property.
• bedrooms: Count of bedrooms in the property, noting the studio nature.
• addedOn: Timestamp marking the listing's addition to the dataset.
• type: Denotes the transaction nature, focused here on sales.
• rera: Real Estate Regulatory Agency number for regulatory compliance.
• propertyType: Categorized as 'apartment' for all entries.
• price: Listed price of the property.

Ethically Mined Data:
This dataset is curated with a strong commitment to ethical data practices. Sensitive information, such as agent contacts, has been diligently excluded to respect privacy and confidentiality. The compilation process adhered to fair use principles, ensuring data integrity and compliance with legal standards.

Acknowledgements:
Special appreciation is extended to Property Finder and other platforms that serve as primary sources for real estate listings. Their dedication to maintaining up-to-date and accessible property information has been instrumental in the creation of this dataset.

This dataset is intended for educational and informational purposes, aiming to contribute to the broader understanding of the UAE real estate landscape. It encourages responsible use and further exploration within the data science community.