Create Summary Dashboard

Generate a multi-panel summary of clustering results

Usage

create_cluster_dashboard(
  data,
  cluster_col = "cluster",
  validation_metrics = NULL
)

Arguments

data

Data frame with cluster assignments

cluster_col

Cluster column name

validation_metrics

Optional tibble of validation metrics

Value

Invisibly returns a list of ggplot objects. The combined plot grid is drawn as a side effect via grid.arrange.

Examples

# \donttest{
df <- iris[, 1:4]
df$cluster <- kmeans(df, 3)$cluster
create_cluster_dashboard(df)

# }