Machine Learning, Clustering, Unsupervised Learning, Towards Data Science, Travel.
Because the Earth isn’t flat: enter HDBSCAN Hence, we need a clustering method that can handle Geographical distances, meaning lengths of the shortest curve between two points along the surface of the Earth. A density function such as HDBSCAN, which is based on the DBScan algorithm, may be useful