MATLAB Text Analytics Toolbox™ User's Guide

Text Data Preparation
	Extract Text Data from Files
	Prepare Text Data for Analysis
	Parse HTML and Extract Text Content
	Correct Spelling in Documents
	Create Extension Dictionary for Spelling Correction
	Create Custom Spelling Correction Function Using Edit Distance Searchers
	Data Sets for Text Analytics
Modeling and Prediction
	Create Simple Text Model for Classification
	Analyze Text Data Using Multiword Phrases
	Analyze Text Data Using Topic Models
	Choose Number of Topics for LDA Model
	Compare LDA Solvers
	Visualize LDA Topics Using Word Clouds
	Visualize LDA Topic Probabilities of Documents
	Visualize Document Clusters Using LDA Model
	Visualize LDA Topic Correlations
	Visualize Correlations Between LDA Topics and Document Labels
	Create Co-occurrence Network
	Analyze Text Data Containing Emojis
	Analyze Sentiment in Text
	Generate Domain Specific Sentiment Lexicon
	Train a Sentiment Classifier
	Extract Keywords from Text Data Using RAKE
	Extract Keywords from Text Data Using TextRank
	Classify Text Data Using Deep Learning
	Classify Text Data Using Convolutional Neural Network
	Classify Text Data Using Custom Training Loop
	Multilabel Text Classification Using Deep Learning
	Sequence-to-Sequence Translation Using Attention
	Language Translation Using Deep Learning
	Classify Out-of-Memory Text Data Using Deep Learning
	Pride and Prejudice and MATLAB
	Word-By-Word Text Generation Using Deep Learning
	Generate Text Using Autoencoders
	Define Text Encoder Model Function
	Define Text Decoder Model Function
	Classify Out-of-Memory Text Data Using Custom Mini-Batch Datastore
Display and Presentation
	Visualize Text Data Using Word Clouds
	Visualize Word Embeddings Using Text Scatter Plots
Language Support
	Language Considerations
		Language-Independent Features
	Japanese Language Support
		Tokenization
		Part of Speech Details
		Named Entity Recognition
		Stop Words
		Lemmatization
		Language-Independent Features
	Analyze Japanese Text Data
	German Language Support
		Tokenization
		Sentence Detection
		Part of Speech Details
		Named Entity Recognition
		Stop Words
		Stemming
		Language-Independent Features
	Analyze German Text Data
	Korean Language Support
		Tokenization
		Part of Speech Details
		Named Entity Recognition
		Stop Words
		Lemmatization
		Language-Independent Features
	Language-Independent Features
		Word and N-Gram Counting
		Modeling and Prediction
Glossary
	Text Analytics Glossary
		Documents and Tokens
		Preprocessing
		Modeling and Prediction
		Visualization