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Translation Delivery Duplicate Key Report + Category Frequencies
x402
Translation Delivery Duplicate Key Report + 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 2026-10-30).
Analyzes translation delivery records to produce a duplicate row_id report and document_group category frequency counts — two local analytical reports in one call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Translation delivery — Duplicate key report + Category frequencies: Duplicate key report + 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 independent analytical reports: (1) a duplicate key report listing any row_ids that appear more than once across the submitted rows, and (2) a category frequency table showing how many records exist per distinct document_group value. Both reports are computed locally against the supplied data with no external lookups.
Example use cases
Audit localization batch for duplicates
“I've got a set of translation delivery records from this sprint — about 80 rows with row IDs and document groups — can you check them for any duplicate row IDs and also tell me how many records fall into each document group?”
QA check on translation vendor exports
“Our translation vendor sent us an export with row_id, document_group, date, translated_words, and source_words — can you scan it for duplicate keys and give me a breakdown of record counts by document group so I can spot imbalances?”
Summarize translation pipeline records
“I need to clean up our translation pipeline data — can you run a duplicate row_id report and a category frequency summary on this batch of 120 translation delivery rows before I load them into the database?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-04-057?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need both duplicate key detection and category frequency analysis on translation delivery records in a single low-cost call. Ideal for QA pipelines validating translation vendor exports or localization batch data before ingestion. Best suited for datasets under 200 rows where offline analytical computation is sufficient and no live data enrichment or external lookup is needed.
Side effects
- Exceeds 200-row limit — request rejected, must batch into smaller submissions
- Missing required fields (row_id, document_group, date, translated_words, source_words) — validation error
- Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure
- Empty rows array — minimum 1 item required
- Payment not included or incorrect amount — x402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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