StepFastDescription
association_rulesCalculate association rules for a items/products in a dataset of transactions
cluster_datasetIdentify clusters in the dataset
cluster_embeddingsIdentify clusters using the distance between provided embeddings
cluster_networkIdentify clusters in the network
cluster_subnetworkIdentify clusters in the network by filtering the input dataset
extract_node_betweennessCalculate network node betweenness
extract_node_closenessCalculcate network node closeness
extract_node_degreeCalculate network node degrees
extract_node_pagerankCalculate network node pagerank
layout_coordinatesCreate x, y positions for nodes from their geographical coordinates
layout_datasetReduce the dataset to 2 dimensions that can be mapped to x/y node positions
layout_igraphCalculate layout, i.e. node positions, for a network
layout_networkCompute a force-directed graph layout with a fast forceAtlas2 implementation
layout_treemapPlace nodes on the screen using a treemap layout
link_embeddingsCreate network links between rows/nodes calculating the similarity of embeddings (vectors)
link_grouped_embeddingsCreate network links calculating the similarity of embeddings (vectors) within groups
link_rowsCreate network links using explicit lists of target IDs, weights and other link attributes
link_rows_by_idCreate network links using one or more lists of target ids
link_rows_by_rownumCreate network links using explicit lists of target row numbers and optional weights
link_sequence_itemsCreate network links between consecutive pairs in a column of sequences
link_session_itemsLink items (e.g. products) in sessions (baskets) if one item makes the presence of the other in the same session more …
link_similar_columnsCalculates all pair-wise column dependencies (by default mutual information)
link_similar_rowsCreate network links calculating similarity between multidimensional and multitype documents