# Travel Administration Data Quality Suite (Record Audit + Deduplication + Numeric Distribution)

> Travel Administration Data Quality Suite (Record 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 2026-10-24).

Runs three local analytical reports on travel administration records: a record quality audit, exact row deduplication, and numeric distribution analysis for trip_count or recorded_cost fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-operations-14-210?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/travel-administration-data-quality-suite-record-audit-deduplication-ad86d432
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_oNytskZu-5yxMDJZE3oMU

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 travel-administration-data-quality-suite-record-audit-deduplication-ad86d432 -d '<json body>'
```

Example prompt: Can you run a full data quality check on these travel records — audit record quality, remove exact duplicates, and show me the numeric distribution of trip_count — I have about 50 rows covering teams alpha and beta from last quarter?

## When to prefer this

Choose this endpoint when you need a bundled, low-cost ($0.01 USDC) triple-report data quality pass on up to 200 travel administration records without requiring any external data sources, live APIs, or predictions. It is ideal for pre-processing travel datasets before reporting, deduplication pipelines, or data hygiene checks on trip and cost records. Prefer it over general-purpose analytics tools when the dataset fits within 200 rows and you need all three operations (quality audit, deduplication, and distribution) in a single call.

## Known failure modes

- Exceeding 200-row limit returns a validation error
- Missing required fields (row_id, team_group, date, trip_count, recorded_cost) causes schema rejection
- Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure
- Unsupported field selector value (anything other than trip_count or recorded_cost) returns enum error
- Empty rows array fails minItems constraint
- All-null numeric values may yield empty distribution results

## How this service works

Travel administration — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied travel administration records (trip_count, recorded_cost). 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

Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or malformed fields across all rows; (2) an exact row deduplication report identifying and grouping fully identical records; and (3) a numeric distribution summary (min, max, mean, percentiles, etc.) for the selected field — either trip_count or recorded_cost — computed entirely locally without any external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/travel-administration-data-quality-suite-record-audit-deduplication-ad86d432/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)