This is a clustering of New York apartments from the New York City Airbnb Open Data dataset, using various algorithms of clustering such as: K-means, DBSCAN, Birch and others, and different methods of dimension reducing such as: UMAP, t-SNE and others. Followed by interactive visualizations using the plotly library.

Colab links: NY_MAP, NY_CLUSTERING

Some Images: