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Translation Delivery Quality Audit & Numeric Distribution
x402
Translation Delivery Quality Audit & Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-29).
Runs two local analytical reports — a quality audit and a numeric distribution — on supplied translation delivery records (translated_words, source_words) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Translation delivery — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution for supplied translation delivery records (translated_words, source_words). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent analytical reports: (1) a quality audit identifying anomalous, missing, or problematic rows in the translation delivery data, and (2) a numeric distribution summary of the selected field (translated_words or source_words), all computed locally without external lookups or predictions.
Example use cases
Monthly translation batch QA review
“I have 150 translation delivery records from October — each has a row ID, document group, date, source word count, and translated word count. Can you run a quality audit and numeric distribution on the translated_words field so I can see where outliers or data issues are?”
Comparing source vs translated word volumes
“Run a quality audit and distribution report on my translation dataset using the source_words field — I want to see how source word counts are spread across my document groups and catch any bad rows before I invoice the client.”
Translation project data validation before reporting
“Before I send my translation delivery summary to the project manager, can you audit these 80 records for data quality issues and give me a numeric distribution of translated_words broken down by document group?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-04-004?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have translation delivery record datasets (up to 200 rows) and need both a data quality audit and a numeric distribution analysis in a single low-cost call ($0.01 USDC). It is ideal for pre-reporting validation of translation project data, catching bad rows, and understanding word count distributions — without needing live external lookups or machine-learning predictions.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, date, document_group) cause validation errors
- Dates not in YYYY-MM-DD format fail schema validation
- Null or extreme numeric values may skew distribution outputs
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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