# Translation Delivery Record Quality Audit, Deduplication & Numeric Distribution

> 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.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-writing-04-210?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-25
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/translation-delivery-record-quality-audit-deduplication-numeric-b419dca7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_72iaOKmqb0hFSKKcQRkCf

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability translation-delivery-record-quality-audit-deduplication-numeric-b419dca7 -d '<json body>'
```

Example prompt: Can you run a quality audit, deduplicate exact rows, and show me the numeric distribution of translated_words for this batch of translation delivery records? I have up to 50 rows with fields like row_id, document_group, date, translated_words, and source_words.

## When to prefer this

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.

## Known failure modes

- 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

## 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.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "document_group",
     "date",
     "translated_words",
     "source_words"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "source_words": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "document_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "translated_words": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "source_words": 1,
     "document_group": "group-a",
     "translated_words": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "source_words": 2,
     "document_group": "group-b",
     "translated_words": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "source_words": 3,
     "document_group": "group-a",
     "translated_words": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "source_words": 4,
     "document_group": "group-b",
     "translated_words": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "translated_words",
    "source_words"
   ],
   "type": "string",
   "default": "translated_words"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/translation-delivery-record-quality-audit-deduplication-numeric-b419dca7/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)