bertopicr0.3.6 package

Topic Modeling with 'BERTopic'

configure_macos_homebrew_zlib

Configure Homebrew zlib on macOS

find_topics_df

Find Topics DataFrame Function

get_document_info_df

Get Document Information DataFrame

get_most_representative_docs

Get Most Representative Documents for a Specific Topic

get_representative_docs_custom

Get Representative Documents for a Specific Topic

get_topic_df

Get Topic DataFrame Function

get_topic_info_df

Get Topic Information DataFrame

get_topics_df

Get Topics DataFrame Function

load_bertopic_model

Load a BERTopic Model Bundle

save_bertopic_model

Save a BERTopic Model Bundle

setup_python_environment

Set Up Python Environment for BERTopic

train_bertopic_model

Train a BERTopic Model

visualize_barchart

Visualize BERTopic Bar Chart

visualize_distribution

Visualize Topic Distribution for a Specific Document using BERTopic

visualize_documents_2d

Visualize Documents in 2D Space using BERTopic

visualize_documents_3d

Visualize Documents in 3D Space using BERTopic

visualize_documents

Visualize Documents in Reduced Embedding Space

visualize_heatmap

Visualize Topic Similarity Heatmap using BERTopic

visualize_hierarchy

Visualize Topic Hierarchy Nodes using BERTopic

visualize_topics_over_time

Visualize Topics Over Time using BERTopic

visualize_topics_per_class

Visualize Topics per Class

visualize_topics

Visualize Topics using BERTopic

Download source packageRead PDF manual

Provides topic modeling and visualization by interfacing with the 'BERTopic' library for 'Python' via 'reticulate'. See Grootendorst (2022) <doi:10.48550/arXiv.2203.05794>.