16 columns of Airbnb listing data for Istanbul, Turkey, including latitude, longitude, and price. The dataset is intended for analyzing Airbnb usage patterns in Istanbul and can be used for regression tasks like price prediction. It is published under a CC0-1.0 license on the OpenML platform.
Use Cases
- Predict listing prices based on location and other features mentioned in the description
- Analyze the spatial distribution of Airbnb rentals in Istanbul based on latitude and longitude data
- Study tourism accommodation patterns in a major city using data from the Airbnb platform
Strengths
- Dataset includes 16 columns, providing a defined set of features for analysis.
- Explicitly includes price data, enabling supervised learning tasks like regression.
Limitations
- Row count is unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
- Last update date is unknown; freshness unverified.
Provenance
- Source
- Airbnb
- Collection Method
- Collected from the Airbnb platform.
- Geography
- Istanbul, Turkey