Python Pandas Tree Structure

Hierarchical indexing or multiple indexing in python pandas: # multiple indexing or hierarchical indexing df1=df.setindex('Exam', 'Subject') df1 setindex Function is used for indexing, First the data is indexed on Exam and then on Subject column. So the resultant dataframe will be a hierarchical dataframe as shown below. A dendrogram or tree diagram allows to illustrate the hierarchical organisation of several entities. For example, we often use it to make family trees. It is constituted of a root node, which give birth to several nodes that ends by giving leaf nodes (the. Bottom of the tree). Dendrogram can be made with 2 types of dataset. I/ a numeric matrix.

So I have hierarchical information stored within a pandas DataFrame and I would like to construct and visualize a hierarchical tree based on this information.For example, a row in my DataFrame has the column headings —'Phylum','Class','Order','Family','Genus','Species','Subspecies'and I want to create a tree with each row, where all 'Subspecies' are unique strings and should be leaves in the tree. Can someone point me to the best method/package etc. For doing this? Ideally the output will be a matplotlib object. Thank you in advance!

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