Word Frequency Explorer

Discover how word frequencies in natural language follow predictable power law patterns

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Frequency Distribution

About Power Laws in Language

  • Zipf's Law: The nth most frequent word appears roughly 1/n as often as the most frequent word
  • Long Tail: A few words are extremely common, while most words are rare
  • Predictable Pattern: This distribution is consistent across different languages and texts
  • ML Implications: Understanding this helps design better tokenization and model architectures