Patent ID: 11954614
Assignee: 10X GENOMICS, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 16:
17. The visualization system of claim 1, wherein
the clustering the discrete attribute value dataset comprises application of a Louvain modularity algorithm to a map, the map comprising a plurality of nodes and a plurality of edges,
each node in the plurality of nodes represents a second entity in the plurality of second entities, wherein the coordinates in N-dimensional space of a respective node in the plurality of nodes are a set of principal components of the corresponding second entity in the plurality of second entities, wherein the set of principal components is derived from the corresponding discrete attribute values of the plurality of first entities of the first type and the plurality of first entities of the second type for the corresponding second entity, wherein N is the number of principal components in each set of principal components, and
an edge exists in the plurality of edges between a first node and a second node in the plurality of nodes when the first node is among the k nearest neighboring nodes of the second node in the first plurality of node, wherein the k nearest neighboring nodes to the second node is determined by computing a distance in the N-dimensional space between each node in the plurality of nodes, other than the second node, and the second node.