Get most important hubs for each Z factor
Usage
get_z_hubs(fa, hubs_per_factor = 10, factors = 1:fa$rank)
get_y_hubs(fa, hubs_per_factor = 10, factors = 1:fa$rank)Arguments
- fa
A
vsp_fa()object.- hubs_per_factor
The number of important nodes to get per latent factor. Defaults to
10.- factors
The specific columns to index into. The most reliable option here is to index with an integer vector of column indices, but you could also use a character vector if columns have been named. By default returns all factors/singular vectors.
Value
A tibble::tibble() where each row corresponds to a single
hub, and three columns:
id: Node id of hub nodefactor: Which factor that node is a hub for. Nodes can be hubs of multiple factors.loading: The actual value of the hubs factor loading for that factor.