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Training Lesson Word Frequency Analyzer
x402
Training Lesson Word Frequency Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).
Computes word frequency statistics from a training lesson's Markdown or plain text content (up to 20,000 characters) using deterministic processing.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training lesson - Word frequencies: Word frequencies for Training lesson. Supplied Markdown or plain text, up to 20,000 characters. Deterministic processing and document templates; no generative prose or fact checking. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded word frequencies deliverable.
Output
A bounded word frequency deliverable listing each unique word from the submitted Markdown or plain text and how many times it appears, computed deterministically without generative prose or AI-invented content.
Example use cases
Vocabulary audit for e-learning module
“I've written a new e-learning lesson on data structures and want to know which words I'm overusing — can you count the word frequencies in this Markdown text and show me the top terms? Here's the content: '## Introduction
A data structure is a way to organize data. Data structures help store and retrieve data efficiently...'”
Keyword balance check for training content
“I'm reviewing a training lesson about agile methodology and want to make sure I'm not repeating certain jargon too much — please analyze the word frequencies in this plain text lesson so I can see how often each term appears.”
Readability vocabulary analysis for course designer
“I'm designing a beginner coding lesson and want to verify the vocabulary is appropriately simple — can you run a word frequency analysis on this lesson text so I can see if technical terms are dominating over plain language words?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-writing-training-lesson-word-frequency?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need deterministic, reproducible word frequency counts from training lesson content (Markdown or plain text) without any generative AI interpretation, fact-checking, or probabilistic output. Ideal for content audits, vocabulary analysis, and instructional design review where consistency matters.
Side effects
- Text exceeds 20,000 character limit — request rejected
- Empty or missing text field — no frequencies returned
- Malformed Markdown causing parsing inconsistency
- Payment failure via x402 protocol blocking execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| text | string |
Tags
x402
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