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Translation Delivery — Record Quality Audit + Grouped Numeric Summary
x402
Translation Delivery — Record Quality Audit + Grouped Numeric Summary 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).
Audits translation delivery records for data quality issues and produces a grouped numeric summary across document groups, analyzing translated_words and source_words fields for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Translation delivery — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary 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) a record-level quality audit flagging issues such as missing values, null entries, or out-of-range values for each row, and (2) a grouped numeric summary aggregating the selected field (translated_words or source_words) by document_group, providing statistics like counts, sums, and averages per group.
Example use cases
Localization project data quality check
“I have 50 translation delivery records with document groups like 'legal', 'marketing', and 'ui-strings', each with source_words and translated_words counts and dates in 2024. Can you audit them for data quality issues and give me a grouped numeric summary by document group, focused on translated_words?”
Monthly translation volume reporting
“Run a grouped numeric summary on these translation job records for October 2025 — I need word count statistics broken down by document_group so I can report on monthly output. Use the translated_words field and flag any quality issues in the data.”
Vendor QA for translation delivery
“I'm reviewing deliverables from my translation vendor. Here are 120 records with row IDs, document groups, dates, and word counts. Please do a record quality audit on them and summarize the translated_words numbers grouped by document group so I can spot any anomalies.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-04-005?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a grouped numeric summary on translation delivery data (translated_words, source_words) in a single low-cost call. It is ideal for small-to-medium datasets (up to 200 rows) where you want offline analytical processing without any external lookup, live data enrichment, or professional translation assessment. Prefer it over general-purpose analytics tools when working specifically with translation job records organized by document group.
Side effects
- Empty rows array or fewer than 1 item returns a validation error
- More than 200 rows submitted exceeds the limit and will be rejected
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Missing required fields (row_id, document_group, date) in any row causes rejection
- Numeric values outside the allowed range trigger validation errors
- Payment of 0.01 USDC must be included; missing payment results in 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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