% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/semantic_analysis.R
\name{analyze_document_clustering}
\alias{analyze_document_clustering}
\title{Analyze Document Clustering}
\usage{
analyze_document_clustering(
  feature_matrix,
  method = "UMAP",
  clustering_method = "none",
  ...
)
}
\arguments{
\item{feature_matrix}{Feature matrix (documents x features)}

\item{method}{Dimensionality reduction method ("PCA", "t-SNE", "UMAP")}

\item{clustering_method}{Clustering method ("none", "kmeans", "hierarchical", "dbscan", "hdbscan")}

\item{...}{Additional parameters for methods}
}
\value{
List containing coordinates, clusters, method info, and quality metrics
}
\description{
Complete document clustering analysis with dimensionality reduction and optional clustering
}
\concept{semantic}
