Language Entropy Calculator vs Semantic Density Calculator
Two calculators for the same neighbourhood of questions. Here is what each measures, what you feed in, and where you'd reach for one over the other.
Language Entropy Calculator
Computes the Shannon information entropy of a text based on character or symbol probabilities. Used by computational linguists and NLP researchers to quantify predictability and information density in language.
- Answers
- Entropy (bits)
- Inputs
- Character Probability 1, Character Probability 2, Character Probability 3
Semantic Density Calculator
Calculate the proportion of meaning-bearing (content) words in a text to gauge its informational richness. Useful for teachers, writers, and NLP researchers evaluating text complexity.
- Answers
- Semantic Density (%)
- Inputs
- Content Words, Function Words
At a glance
| Language Entropy Calculator | Semantic Density Calculator | |
|---|---|---|
| Category | Language | Language |
| Answers | Entropy | Semantic Density |
| Inputs | 3 | 2 |
| Result unit | bits | % |
When to use each
Computes the Shannon information entropy of a text based on character or symbol probabilities. Used by computational linguists and NLP researchers to quantify predictability and information density in language.
Calculate the proportion of meaning-bearing (content) words in a text to gauge its informational richness. Useful for teachers, writers, and NLP researchers evaluating text complexity.