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Module 1
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Word Frequency Explorer
Discover how word frequencies in natural language follow predictable power law patterns
Input Text
Enter or paste text to analyze:
The quick brown fox jumps over the lazy dog. The dog was sleeping peacefully under the old oak tree. The fox was clever and quick, always looking for new adventures. The tree provided shade for many animals during the hot summer days.
Simple Text
News Article
Literature
Technical
0
Total Words
0
Unique Words
Most Frequent Words
Key Insights
Enter text to see frequency analysis
Frequency Distribution
Log Scale (shows power law clearly)
Show Power Law Trendline
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