Create Summary Dashboard — create_cluster

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 named list of the ggplot objects drawn: clusters, the scatter plot, when the data has two numeric columns besides cluster_col; sizes; and metrics, when validation_metrics is given. 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)

# }