Two-dimensional space embeddings such as Multi-Dimensional Scaling (MDS) are a popular means to gain insight into high-dimensional data relationships. However. in all but the simplest cases these embeddings suffer from significant distortions. which can lead to misinterpretations of the high-dimensional data. https://storeanimalwiz.shop/product-category/disposal/