TextAnalysisR-package	TextAnalysisR-package
%>%	pipe
acronym	acronym
analyze_document_clustering	analyze_document_clustering
analyze_semantic_evolution	analyze_semantic_evolution
analyze_sentiment	analyze_sentiment
analyze_sentiment_llm	analyze_sentiment_llm
analyze_similarity_gaps	analyze_similarity_gaps
apply_standard_plotly_layout	apply_standard_plotly_layout
assess_embedding_stability	assess_embedding_stability
auto_tune_embedding_topics	auto_tune_embedding_topics
calculate_assignment_consistency	calculate_assignment_consistency
calculate_clustering_metrics	calculate_clustering_metrics
calculate_coherence	calculate_coherence
calculate_contrast_ratio	calculate_contrast_ratio
calculate_cosine_similarity	calculate_cosine_similarity
calculate_cross_similarity	calculate_cross_similarity
calculate_dispersion_metrics	calculate_dispersion_metrics
calculate_document_similarity	calculate_document_similarity
calculate_keyword_stability	calculate_keyword_stability
calculate_lexical_dispersion	calculate_lexical_dispersion
calculate_log_odds_ratio	calculate_log_odds_ratio
calculate_metrics	calculate_metrics
calculate_npmi	calculate_npmi
calculate_semantic_drift	calculate_semantic_drift
calculate_similarity_robust	calculate_similarity_robust
calculate_text_readability	calculate_text_readability
calculate_topic_cluster_correspondence	calculate_topic_cluster_correspondence
calculate_topic_diversity	calculate_topic_diversity
calculate_topic_probability	calculate_topic_probability
calculate_topic_quality	calculate_topic_quality
calculate_topic_stability	calculate_topic_stability
calculate_weighted_log_odds	calculate_weighted_log_odds
calculate_word_frequency	calculate_word_frequency
call_gemini_chat	call_gemini_chat
call_llm_api	call_llm_api
call_openai_chat	call_openai_chat
check_alt_text	check_alt_text
check_docker_deployment	check_docker_deployment
check_feature	check_feature
check_multimodal_prerequisites	check_multimodal_prerequisites
check_python_env	check_python_env
check_rate_limit	check_rate_limit
check_vision_models	check_vision_models
check_wcag_contrast	check_wcag_contrast
check_web_deployment	check_web_deployment
clean_similarity_matrix	clean_similarity_matrix
clear_lexdiv_cache	clear_lexdiv_cache
cluster_embeddings	cluster_embeddings
create_analysis_datatable	create_analysis_datatable
create_aria_label	create_aria_label
create_empty_plot_message	create_empty_plot_message
create_message_table	create_message_table
create_sr_text	create_sr_text
create_standard_ggplot_theme	create_standard_ggplot_theme
describe_image	describe_image
describe_image_gemini	describe_image_gemini
describe_image_openai	describe_image_openai
detect_multi_words	detect_multi_words
detect_pdf_content_type	detect_pdf_content_type
detect_pdf_content_type_py	detect_pdf_content_type_py
export_document_clustering	export_document_clustering
extract_cross_category_similarities	extract_cross_category_similarities
extract_keywords_keyness	extract_keywords_keyness
extract_keywords_tfidf	extract_keywords_tfidf
extract_morphology	extract_morphology
extract_named_entities	extract_named_entities
extract_noun_chunks	extract_noun_chunks
extract_pdf_multimodal	extract_pdf_multimodal
extract_pdf_smart	extract_pdf_smart
extract_pos_tags	extract_pos_tags
extract_subjects_objects	extract_subjects_objects
extract_tables_from_pdf_py	extract_tables_from_pdf_py
extract_text_from_pdf	extract_text_from_pdf
extract_text_from_pdf_py	extract_text_from_pdf_py
extract_topic_terms_df	extract_topic_terms_df
find_optimal_k	find_optimal_k
find_similar_words	find_similar_words
find_topic_matches	find_topic_matches
fit_embedding_model	fit_embedding_model
fit_embedding_topics	fit_embedding_topics
fit_semantic_model	fit_semantic_model
fit_temporal_model	fit_temporal_model
generate_cluster_labels	generate_cluster_labels
generate_cluster_labels_auto	generate_cluster_labels_auto
generate_embeddings	generate_embeddings
generate_semantic_topic_keywords	generate_semantic_topic_keywords
generate_topic_content	generate_topic_content
generate_topic_keywords	generate_topic_keywords
generate_topic_labels	generate_topic_labels
get_api_embeddings	get_api_embeddings
get_available_dfm	get_available_dfm
get_available_tokens	get_available_tokens
get_best_embeddings	get_best_embeddings
get_content_type_prompt	get_content_type_prompt
get_content_type_user_template	get_content_type_user_template
get_dfm_setup_instructions	get_dfm_setup_instructions
get_dt_options	get_dt_options
get_feature_status	get_feature_status
get_gemini_embeddings	get_gemini_embeddings
get_openai_embeddings	get_openai_embeddings
get_plotly_hover_config	get_plotly_hover_config
get_sentences	get_sentences
get_sentiment_color	get_sentiment_color
get_sentiment_colors	get_sentiment_colors
get_spacy_embeddings	get_spacy_embeddings
get_spacy_model_info	get_spacy_model_info
get_topic_prevalence	get_topic_prevalence
get_topic_terms	get_topic_terms
get_topic_texts	get_topic_texts
get_word_similarity	get_word_similarity
identify_topic_trends	identify_topic_trends
import_files	import_files
init_spacy_nlp	init_spacy_nlp
lemmatize_tokens	lemmatize_tokens
lexical_analysis	lexical_analysis
lexical_diversity_analysis	lexical_diversity_analysis
lexical_frequency_analysis	lexical_frequency_analysis
log_security_event	log_security_event
parse_morphology_string	parse_morphology_string
plot_cluster_terms	plot_cluster_terms
plot_cross_category_heatmap	plot_cross_category_heatmap
plot_document_sentiment_trajectory	plot_document_sentiment_trajectory
plot_emotion_radar	plot_emotion_radar
plot_entity_frequencies	plot_entity_frequencies
plot_error	plot_error
plot_keyness_keywords	plot_keyness_keywords
plot_keyword_comparison	plot_keyword_comparison
plot_lexical_dispersion	plot_lexical_dispersion
plot_lexical_diversity_distribution	plot_lexical_diversity_distribution
plot_log_odds_ratio	plot_log_odds_ratio
plot_model_comparison	plot_model_comparison
plot_morphology_feature	plot_morphology_feature
plot_mwe_frequency	plot_mwe_frequency
plot_ngram_frequency	plot_ngram_frequency
plot_pos_frequencies	plot_pos_frequencies
plot_quality_metrics	plot_quality_metrics
plot_readability_by_group	plot_readability_by_group
plot_readability_distribution	plot_readability_distribution
plot_semantic_viz	plot_semantic_viz
plot_sentiment_boxplot	plot_sentiment_boxplot
plot_sentiment_by_category	plot_sentiment_by_category
plot_sentiment_distribution	plot_sentiment_distribution
plot_sentiment_violin	plot_sentiment_violin
plot_similarity_heatmap	plot_similarity_heatmap
plot_term_trends_continuous	plot_term_trends_continuous
plot_tfidf_keywords	plot_tfidf_keywords
plot_topic_effects_categorical	plot_topic_effects_categorical
plot_topic_effects_continuous	plot_topic_effects_continuous
plot_topic_probability	plot_topic_probability
plot_top_readability_documents	plot_top_readability_documents
plot_weighted_log_odds	plot_weighted_log_odds
plot_word_frequency	plot_word_frequency
plot_word_probability	plot_word_probability
prep_texts	prep_texts
process_pdf_file	process_pdf_file
process_pdf_file_py	process_pdf_file_py
process_pdf_unified	process_pdf_unified
reduce_dimensions	reduce_dimensions
remove_notification_by_id	remove_notification_by_id
render_displacy_dep	render_displacy_dep
render_displacy_ent	render_displacy_ent
render_pdf_pages_to_base64	render_pdf_pages_to_base64
renumber_clusters_sequentially	renumber_clusters_sequentially
require_feature	require_feature
run_app	run_app
run_neural_topics_internal	run_neural_topics_internal
run_rag_search	run_rag_search
run_text_workflow	run_text_workflow
sanitize_llm_input	sanitize_llm_input
sanitize_text_input	sanitize_text_input
semantic_document_clustering	semantic_document_clustering
semantic_similarity_analysis	semantic_similarity_analysis
sentiment_embedding_analysis	sentiment_embedding_analysis
sentiment_lexicon_analysis	sentiment_lexicon_analysis
setup_python_env	setup_python_env
show_completion_notification	show_completion_notification
show_dfm_instructions_modal	show_dfm_instructions_modal
show_dfm_required_modal	show_dfm_required_modal
show_error_notification	show_error_notification
show_guide_modal	show_guide_modal
show_loading_notification	show_loading_notification
show_no_dfm_notification	show_no_dfm_notification
show_no_feature_matrix_notification	show_no_feature_matrix_notification
show_preprocessing_required_modal	show_preprocessing_required_modal
show_preprocessing_steps_modal	show_preprocessing_steps_modal
show_unite_texts_required_notification	show_unite_texts_required_notification
show_warning_notification	show_warning_notification
show_web_banner	show_web_banner
spacy_extract_entities	spacy_extract_entities
spacy_has_vectors	spacy_has_vectors
spacy_initialized	spacy_initialized
spacy_lemmatize	spacy_lemmatize
spacy_parse_full	spacy_parse_full
SpecialEduTech	SpecialEduTech
stm_15	stm_15
stopwords_list	stopwords_list
summarize_morphology	summarize_morphology
TextAnalysisR	TextAnalysisR-package
truncate_text_to_words	truncate_text_to_words
truncate_text_with_ellipsis	truncate_text_with_ellipsis
unite_cols	unite_cols
validate_api_key	validate_api_key
validate_column_name	validate_column_name
validate_cross_models	validate_cross_models
validate_file_upload	validate_file_upload
validate_keyboard_navigation	validate_keyboard_navigation
validate_semantic_coherence	validate_semantic_coherence
word_correlation_network	word_correlation_network
word_co_occurrence_network	word_co_occurrence_network
wrap_long_text	wrap_long_text
wrap_text_for_tooltip	wrap_text_for_tooltip
