# Supplier Qualification Duplicate Key Report + IQR Outlier Flags

> Supplier Qualification Duplicate Key Report + 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 2026-10-19).

Detects duplicate row keys and flags IQR-based statistical outliers in supplier qualification data (checked_criteria, met_criteria) for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-02-065?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/supplier-qualification-duplicate-key-report-iqr-outlier-flags-88feb02d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_tY21j8jzB2GBnWY-UskzK

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 supplier-qualification-duplicate-key-report-iqr-outlier-flags-88feb02d -d '<json body>'
```

Example prompt: Check my supplier qualification dataset for duplicate row IDs and flag any IQR outliers in the checked_criteria field — here are up to 200 rows with row_id, company_group, date, checked_criteria, and met_criteria.

## When to prefer this

Choose this endpoint when you need fast, local statistical validation of supplier qualification records — specifically duplicate key detection and IQR-based outlier flagging — without any external API calls, live data lookups, or professional assessment. It is ideal for data hygiene tasks before ingesting supplier data into a procurement system, and cost-effective at $0.01 USDC for two reports covering up to 200 rows.

## Known failure modes

- Input array is empty or exceeds 200 rows — request rejected
- Invalid date format not matching YYYY-MM-DD pattern — validation error
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) on any row — error returned
- Field enum value not 'checked_criteria' or 'met_criteria' — invalid input
- Numeric values outside allowed range (-1e12 to 1e12) — schema rejection
- Dataset too small for meaningful IQR computation (fewer than 4 rows) — limited statistical output

## How this service works

Supplier qualification — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags for supplied supplier qualification records (checked_criteria, met_criteria). 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 reports: (1) a duplicate key report identifying rows with repeated row_id values, and (2) an IQR outlier flag report marking rows whose selected field value (checked_criteria or met_criteria) falls outside the interquartile range bounds — all computed locally without external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/supplier-qualification-duplicate-key-report-iqr-outlier-flags-88feb02d/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)