Dimensionality reduction and data embedding via PCA, MDS, and Isomap.
The "zoo" dataset (https://archive.ics.uci.edu/ml/datasets/zoo) is included in the "zoo.data" file. The dataset description is included in the "zoo.names" file. Meta-information about the dataset is included in the "Index" file.