# Water Monitoring String Normalisation

> Water Monitoring String Normalisation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-14).

Normalises site names, dates, and other string fields in water monitoring records (up to 200 rows) for local data-quality processing.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-water-monitoring-normalise?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/water-monitoring-string-normalisation-40f0d1f8
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_8i5HJha2BD-uQY6gaYttT

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 water-monitoring-string-normalisation-40f0d1f8 -d '<json body>'
```

Example prompt: Can you normalise these water monitoring records for me? I have 4 rows with site names like 'group-a' and 'group-b', dates from 2026-10-01 to 2026-10-04, litres values of 10, 20, 15, and 30, and costs of 1, 2, 3, and 4 — please clean and standardise the string fields.

## When to prefer this

Choose this endpoint when you have water monitoring tabular data (up to 200 rows) that needs local string normalisation and data-quality cleanup without any external enrichment, forecasting, or third-party lookups. It is best suited for pre-processing pipelines where consistent site names and date formats are required before downstream analysis.

## Known failure modes

- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, site, date, litres, cost) causes record rejection
- Dates not matching YYYY-MM-DD pattern fail schema validation
- Numeric values outside ±1,000,000,000,000 bounds are rejected
- Empty row arrays return a bad-request error
- Payment failure (x402) blocks the request entirely

## How this service works

Water monitoring - String normalisation: String normalisation for Water monitoring. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded string normalisation deliverable.

## Output

A normalised set of up to 200 water monitoring records with cleaned and standardised string fields (site names, dates), along with any data-quality indicators derived from local processing. No external enrichment is applied.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/water-monitoring-string-normalisation-40f0d1f8/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)