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Translation Delivery Record Quality Audit, Deduplication & Numeric Distribution
x402
Translation Delivery Record Quality Audit, Deduplication & 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 2026-10-25).
Runs three local analytical reports on translation delivery records: a record quality audit, exact row deduplication, and numeric distribution analysis for translated_words or source_words fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Translation delivery — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied translation delivery records (translated_words, source_words). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three independent analytical reports: (1) a record quality audit flagging missing, malformed, or inconsistent fields; (2) an exact row deduplication report identifying duplicate entries; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles) for the selected numeric field (translated_words or source_words). No external lookups or predictions are made — all analysis is local and deterministic.
Example use cases
Cleaning translation vendor invoice data
“I got a CSV from our translation vendor with columns row_id, document_group, date, translated_words, and source_words — about 120 rows. Can you audit the record quality, flag any exact duplicate rows, and show me the distribution of translated_words so I can spot anomalies before I approve the invoice?”
Validating localization project word counts
“We have 80 localization delivery records for our Q3 project and I need to check them for quality issues, remove exact duplicates, and see how source_words are distributed across document groups. Can you run all three reports on this data?”
Deduplication check on merged translation logs
“We merged translation logs from two teams and ended up with about 150 rows. Can you run an exact duplicate check, a quality audit, and give me a numeric distribution of translated_words so I know if the merge introduced any bad data?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-04-210?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three quick, offline analytical reports on translation delivery data — quality audit, deduplication, and numeric distribution — in a single low-cost call. It is ideal for batches up to 200 rows where no external lookup, prediction, or human review is required. Prefer this over general analytics APIs when the data schema specifically involves translated_words and source_words fields and you want all three reports in one round trip for $0.01 USDC.
Side effects
- Exceeding 200 rows causes a validation error
- Missing required fields (row_id, date, translated_words, source_words, document_group) causes row-level or batch rejection
- Invalid date format (non-YYYY-MM-DD) triggers schema validation failure
- Empty rows array returns an error
- Non-numeric values in translated_words or source_words fields may cause distribution report errors
- Payment not received (x402) results in no response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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