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Translation Delivery — Exact Row Deduplication + Category Frequencies
x402
Translation Delivery — Exact Row Deduplication + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).
Deduplicates translation delivery records by exact row match and computes category-level word-count frequencies across document groups, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Translation delivery — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies 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 reports: (1) an exact row deduplication report identifying which of the up to 200 supplied rows are duplicates and providing a deduplicated set; (2) a category frequency report showing how often each document_group value appears across the supplied records, including aggregations over translated_words and source_words where relevant.
Example use cases
Clean duplicate entries from translation logs
“I have a batch of translation delivery records from this month — some rows got submitted twice. Can you run exact deduplication on them and also show me how the translated word counts break down by document group? Here are the rows with row_id, date, document_group, translated_words, and source_words.”
Frequency audit of localization output by project
“We track translated_words and source_words per document_group for each translation job. Can you tell me how many records fall into each document_group category, and flag any exact duplicate rows, for the 120 delivery records I'm sending over?”
Pre-invoice data quality check for translation agency
“Before I generate invoices, I need to make sure there are no duplicate billing rows in our translation delivery data and I need a count of how often each document_group appears. Can you run both reports on my 80-row dataset with fields row_id, date, document_group, translated_words, and source_words?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-04-041?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have translation delivery records (with translated_words, source_words, document_group, date, row_id) and need both exact duplicate detection and category-level frequency analysis in a single low-cost call. It is purpose-built for translation/localization data quality workflows, costs only $0.01 USDC for both reports, requires no external lookups, and handles up to 200 rows per call entirely with local analytical computation.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, document_group, date, translated_words, source_words) — validation error
- Invalid date format not matching YYYY-MM-DD pattern — schema rejection
- Empty rows array (minItems: 1 violated) — error response
- Numeric values outside allowed range for translated_words or source_words — rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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