N-gram Frequency Analyzer

Overview

The N-gram Frequency Analyzer extracts and counts n-grams (sequences of n consecutive words or characters) from text. Visualize unigrams, bigrams, trigrams, and their frequencies. Perfect for understanding language models, text generation, and sequence analysis.

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Tips

• Unigrams (1-gram): individual words
• Bigrams (2-gram): word pairs (“machine learning”)
• Trigrams (3-gram): word triplets (“natural language processing”)
• Higher n-grams capture more context but are sparser
• Applications: language models, text generation, authorship attribution
• Frequency analysis reveals common phrases and patterns
• Character n-grams useful for spelling correction and language detection