🏠 Madrid Idealista Property Listings 🇪🇸

Overview

This dataset provides a comprehensive collection of property listings from Madrid, Spain, sourced from the popular real estate platform, Idealista. It includes a variety of details for each listing, such as the URL, title, ID, price, number of bathrooms and rooms, square footage, description, address, typology, and the name of the advertiser.

Data Science Applications

This dataset is a valuable resource for data science projects and can be used for various applications such as:

• Real Estate Market Analysis: Understand the housing market in Madrid, identify trends, and make predictions.
• Price Prediction Models: Develop machine learning models to predict property prices based on various features.
• Geospatial Analysis: Analyze the geographical distribution of properties and their characteristics.

Column Descriptors

• url: The URL of the property listing.
• listingUrl: The URL of the page where the listing is found.
• title: The title of the property listing.
• id: The unique identifier for the property.
• price: The listed price of the property.
• baths: The number of bathrooms in the property.
• rooms: The number of rooms in the property.
• sqft: The square footage of the property.
• description: A description of the property.
• address: The address of the property.
• typology: The type of property (e.g., Pisos).
• advertiserProfessionalName: The professional name of the advertiser.
• advertiserName: The name of the advertiser.

Ethically Mined Data

This dataset has been ethically mined, using an API and only Publicly Available Data.

Acknowledgements

We would like to express our gratitude to Idealista for providing the platform from which this data was sourced. Their commitment to making real estate data accessible contributes significantly to the richness of this dataset.

Please note that this dataset is intended for educational and research purposes only. Always respect the terms of use of the source website when using this data. Happy data crunching! 📊