# Museum Footfall Record Quality Audit

> Museum Footfall Record Quality Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Audits up to 200 museum footfall records for data quality issues, producing a bounded descriptive analytics report with no enrichment or forecasting.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-analytics-museum-footfall-quality?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/museum-footfall-record-quality-audit-4d1105bc
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_a8XAvPS02RzWx1gkG33Q7

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 museum-footfall-record-quality-audit-4d1105bc -d '<json body>'
```

Example prompt: Can you run a record quality audit on these museum footfall records — I have about 50 rows with exhibit names, dates in YYYY-MM-DD format, visitor counts, and dwell times in minutes, and I need a report on any data quality issues before I do my analysis?

## When to prefer this

Choose this endpoint when you have up to 200 museum footfall records and need a fast, local descriptive data quality audit before downstream analysis or loading. It is ideal when you want row-level quality feedback on visitor count and dwell time data without needing enrichment, forecasting, or external data joins. Prefer alternatives if you need more than 200 records processed, require predictive analytics, or need data enrichment from external sources.

## Known failure modes

- Fewer than 1 row submitted returns a validation error
- More than 200 rows submitted exceeds the batch limit
- Rows missing required fields (row_id, exhibit, date, visitors, dwell_minutes) cause schema rejection
- Invalid date format (not YYYY-MM-DD) triggers pattern validation failure
- Non-numeric values in visitors or dwell_minutes fields cause type errors
- Payment failure or insufficient USDC balance prevents processing

## How this service works

Museum footfall - Record quality audit: Record quality audit for Museum footfall. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded record quality audit report.

## Output

A bounded record quality audit report covering up to 200 submitted museum footfall rows, including descriptive analytics on data completeness, validity of field values (date format, numeric ranges, nulls), and per-row or aggregate quality findings. No data enrichment or forecasting is performed.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/museum-footfall-record-quality-audit-4d1105bc/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)