2.5. Clustering the Zoo Data Set 1. The Zoo data set describes 101 animals using 18 different attributes. The data set is provided in ILIAS as an ARFF file. Import the Zoo data set with the arff.loadarff function from scipy. 2. Cluster the data set using Agglomerative Hierarchical Clustering. Experiment with different parameter settings in order to generate a nice species tree. 3. Try to assign appropriate species names to the clusters at the upper levels