United Kingdom

This dataset includes beauty ratings for different neighborhoods, derived from human-labeled data and extrapolated using an ML algorithm. Potential applications include urban planning, real estate analysis, and tourism research.

Selected Countried

This dataset contains Points of Interest (POIs) labeled as "beautiful places," derived from human-labeled data. Unlike traditional popularity-based lists, this dataset considers subjective beauty, including locations that may not be major tourist attractions. It's useful for travel planning, virtual tours, or location-based applications.

World

This dataset provides a comprehensive categorization of scenic POIs, addressing a gap in existing databases. It offers a valuable resource for travel planning, virtual tours, and location-based applications by categorizing POIs into specific scenic types like Historical Buildings, Waterfalls, and Nature Reserves.