# Translation Delivery — Numeric Row Ordering + IQR Outlier Flags

> Translation Delivery — Numeric Row Ordering + IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).

Sorts translation delivery records by a numeric field and flags statistical outliers using IQR analysis, returning two analytical reports for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-writing-04-119?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-26
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/translation-delivery-numeric-row-ordering-iqr-outlier-flags-1de3cf05
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_qmWwDYY7GPDCixnW6SLLL

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-numeric-row-ordering-iqr-outlier-flags-1de3cf05 -d '<json body>'
```

Example prompt: Can you sort my translation delivery records by translated_words and flag any IQR outliers? Here are my rows: row-1 (group-a, 2024-01-10, 1200 source, 1500 translated), row-2 (group-b, 2024-01-11, 800 source, 950 translated), row-3 (group-a, 2024-01-12, 50 source, 60 translated), row-4 (group-b, 2024-01-13, 5000 source, 6200 translated).

## When to prefer this

Choose this endpoint when you have up to 200 translation delivery records and need both numeric rank ordering and IQR-based outlier detection in a single call without any external data lookups or predictions. It is ideal for QA workflows, invoice auditing, or anomaly detection on localization project data where you already have the records and want fast, local statistical analysis on either translated word counts or source word counts.

## Known failure modes

- Fewer than 1 row or more than 200 rows supplied — request rejected
- Missing required fields (row_id, date, document_group) on any row — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Null values in the selected numeric field may reduce outlier detection accuracy
- Field enum value not one of 'translated_words' or 'source_words' — invalid input

## How this service works

Translation delivery — Numeric row ordering + IQR outlier flags: Numeric row ordering + IQR outlier flags 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 analytical reports: (1) rows sorted by the selected numeric field (translated_words or source_words) in ascending or descending order, and (2) each row flagged with an IQR-based outlier indicator showing which records fall outside the expected interquartile range. No external data is fetched; all analysis is performed on the supplied rows only.

## 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-numeric-row-ordering-iqr-outlier-flags-1de3cf05/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)