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t-SNE is the very popular algorithm to extremely reduce the dimensionality of your data in order to visually present it.

t-SNE is one of a series of possible dimensionality reduction algorithms which are called embedding algorithms.

The core idea is to preserve the similarity relations as much as possible.

data set