# Backup Exercises Data Quality Suite — Record Audit, String Normalisation & Exact Deduplication

> Backup Exercises Data Quality Suite — Record Audit, String Normalisation & Exact Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).

Runs three local analytical reports on backup exercise records (restore_minutes, restored_gb): record quality audit, string normalisation, and exact row deduplication — up to 200 rows per call.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-security-05-191?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-24
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/backup-exercises-data-quality-suite-record-audit-string-normalisation-1e147c7f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_5cVM-J48LRUmpEuZLBLPd

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 backup-exercises-data-quality-suite-record-audit-string-normalisation-1e147c7f -d '<json body>'
```

Example prompt: Can you run the record quality audit, string normalisation, and exact row deduplication reports on my backup exercise dataset? Here are up to 200 rows with fields row_id, control_group, date, restore_minutes, and restored_gb — I need all three reports back.

## When to prefer this

Choose this endpoint when you have backup exercise tabular data (restore_minutes, restored_gb) and need all three of record quality auditing, string normalisation, and exact deduplication in a single call without any external API lookups or predictions. It is especially suited for pre-analysis data cleaning pipelines on small-to-medium datasets (up to 200 rows) at very low cost ($0.01 per call for all three reports).

## Known failure modes

- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, date, restore_minutes, restored_gb, control_group) — validation error
- Date field not matching YYYY-MM-DD pattern — schema validation failure
- Numeric fields out of allowed range (±1,000,000,000,000) — schema rejection
- Empty rows array — minItems violation

## How this service works

Backup exercises — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied backup exercises records (restore_minutes, restored_gb). 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, null, or out-of-range values across all fields; (2) a string normalisation report showing standardised versions of text fields like control_group; (3) an exact row deduplication report identifying fully identical rows. All reports are computed locally with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/backup-exercises-data-quality-suite-record-audit-string-normalisation-1e147c7f/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)