# Returns Handling Data Quality Suite — Record Quality Audit, Exact Row Deduplication & Duplicate Key Report

> Returns Handling Data Quality Suite — Record Quality Audit, Exact Row Deduplication & Duplicate Key Report is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).

Runs three analytical reports on returns handling data: a record quality audit, exact row deduplication, and a duplicate key report — all locally, with no external calls.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-retail-04-209?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-11-02
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/returns-handling-data-quality-suite-record-quality-audit-exact-row-fadde893
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_98po4ZQEjvCUORIN56mW-

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 returns-handling-data-quality-suite-record-quality-audit-exact-row-fadde893 -d '<json body>'
```

Example prompt: Can you run a full data quality check on my returns handling records — I need a record quality audit, exact row deduplication, and a duplicate key report for these rows covering store groups A and B from October 2026 with returned_units and processing_minutes?

## When to prefer this

Choose this endpoint when you need all three data quality operations — record quality audit, exact deduplication, and duplicate key reporting — bundled in a single low-cost call on returns handling data (up to 200 rows). It is ideal for pre-processing retail returns datasets before analytics or warehousing, when no live lookup or external enrichment is needed and the full analysis can be done on supplied data alone. Prefer alternatives if you need only one of the three reports, need more than 200 rows processed, or require predictive analytics or external data enrichment.

## Known failure modes

- Exceeding 200-row limit results in rejection or truncation
- Missing required fields (row_id, date, store_group, returned_units, processing_minutes) causes validation error
- Malformed date strings not matching YYYY-MM-DD pattern are flagged or rejected
- Empty rows array (minItems:1 not met) returns an error
- Numeric values outside the allowed range may be rejected or flagged
- Payment of 0.01 USDC not received causes 402 response blocking processing

## How this service works

Returns handling — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied returns handling records (returned_units, processing_minutes). 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 delivered together: (1) a record quality audit summarizing data issues such as nulls, out-of-range values, and format violations across returned_units and processing_minutes fields; (2) an exact row deduplication result showing which rows are identical and a cleaned set; (3) a duplicate key report identifying rows sharing the same row_id or key combination. All analysis is performed locally on the submitted data with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/returns-handling-data-quality-suite-record-quality-audit-exact-row-fadde893/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)