Generate Interpretable Cluster Report — generate_cluster

Creates a comprehensive, interpretable report of the clustering results including model selection summary, cluster profiles, and practical interpretations.

Usage

generate_cluster_report(
  results,
  model_name = NULL,
  output_format = "console",
  include_recommendations = TRUE
)

Arguments

results: Object from clustering()
model_name: Model to report on. If NULL, uses best model by BIC.
output_format: Output format: "console" (default), "gt" (returns gt tables), or "markdown" (returns markdown text).
include_recommendations: Logical. Include interpretation guidelines. Defaults to TRUE.

Value

Depending on output_format:

"console": Prints report and returns NULL invisibly
"gt": Returns a list of gt table objects
"markdown": Returns markdown text as character string

Examples

if (FALSE) { # \dontrun{
results <- clustering(data, vars, n_clusters = 3)

# Print to console
generate_cluster_report(results)

# Get gt tables
tables <- generate_cluster_report(results, output_format = "gt")

# Get markdown
md_text <- generate_cluster_report(results, output_format = "markdown")
} # }