# Water Service Coverage — Exact Row Deduplication + Secondary-Measure Weighted Mean

> Water Service Coverage — Exact Row Deduplication + Secondary-Measure Weighted Mean 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).

Deduplicates water service coverage records by exact row match and computes a secondary-measure weighted mean over served_households or total_households data.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-economics-19-051?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/water-service-coverage-exact-row-deduplication-secondary-measure-3f3b540f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_0zx1AG5BqGq4cFD_hxDUe

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-service-coverage-exact-row-deduplication-secondary-measure-3f3b540f -d '<json body>'
```

Example prompt: I have water service coverage records for multiple regions — can you deduplicate them by exact row match and then compute the secondary-measure weighted mean for served_households? Here are up to 200 rows with row_id, region, date, served_households, and total_households fields.

## When to prefer this

Use this endpoint when you have tabular water service coverage data (served_households, total_households) that may contain duplicate rows and you need both a deduplication pass and a weighted mean statistic in a single low-cost call. Ideal for data pipeline cleanup steps, utility reporting audits, or pre-analysis data quality checks on datasets up to 200 rows. Not suitable for real-time lookups, predictive modeling, or datasets exceeding 200 rows.

## Known failure modes

- Missing required fields (row_id, region, date, served_households, or total_households) cause validation errors
- Exceeding 200 rows returns an error or truncation
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Null values in both primary and secondary measure fields may affect weighted mean accuracy
- Payment not fulfilled results in 402 response and no report generated

## How this service works

Water service coverage — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied water service coverage records (served_households, total_households). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Returns two analytical reports: (1) an exact row deduplication result identifying and removing fully duplicate records from the input dataset, and (2) a secondary-measure weighted mean calculation for the specified field (served_households or total_households), weighted by the complementary measure. Both 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",
     "region",
     "date",
     "served_households",
     "total_households"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "region": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "total_households": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "served_households": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "region": "group-a",
     "row_id": "row-1",
     "total_households": 1,
     "served_households": 10
    },
    {
     "date": "2026-10-02",
     "region": "group-b",
     "row_id": "row-2",
     "total_households": 2,
     "served_households": 20
    },
    {
     "date": "2026-10-03",
     "region": "group-a",
     "row_id": "row-3",
     "total_households": 3,
     "served_households": 15
    },
    {
     "date": "2026-10-04",
     "region": "group-b",
     "row_id": "row-4",
     "total_households": 4,
     "served_households": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "served_households",
    "total_households"
   ],
   "type": "string",
   "default": "served_households"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/water-service-coverage-exact-row-deduplication-secondary-measure-3f3b540f/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)