# Budget Program Reach — Record Quality Audit + Numeric Row Ordering

> Budget Program Reach — Record Quality Audit + Numeric Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).

Runs two local analytical reports on budget program reach data: a record quality audit and numeric row ordering for beneficiary_count or spend_amount fields, across up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-economics-21-007?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-26
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/budget-program-reach-record-quality-audit-numeric-row-ordering-eb63c45d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_keCUQ88G2lslbNR-Qpesa

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 budget-program-reach-record-quality-audit-numeric-row-ordering-eb63c45d -d '<json body>'
```

Example prompt: Can you audit the data quality and rank the rows by beneficiary_count for my budget program reach dataset? I have records for 4 rows with region, date, beneficiary count, and spend amount — here's the data: row-1 group-a 2026-10-01 beneficiary_count=10 spend=1, row-2 group-b 2026-10-02 beneficiary_count=20 spend=2, row-3 group-a 2026-10-03 beneficiary_count=15 spend=3, row-4 group-b 2026-10-04 beneficiary_count=30 spend=4.

## When to prefer this

Choose this endpoint when you need a quick, low-cost double report (quality audit + numeric ordering) on up to 200 budget program reach records without requiring any external data lookup, live data enrichment, or predictive modeling. It is ideal for pre-reporting data hygiene checks or simple ranking of program beneficiaries or spend across regions.

## Known failure modes

- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, region, date, beneficiary_count, spend_amount) — validation error
- Invalid date format (not YYYY-MM-DD) — schema error
- Field enum value not one of 'beneficiary_count' or 'spend_amount' — rejected
- All rows have null numeric values — ordering report may be empty or degenerate
- Payment of 0.01 USDC not fulfilled — 402 Payment Required

## How this service works

Budget program reach — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering for supplied budget program reach records (beneficiary_count, spend_amount). 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 independent analytical reports: (1) a record quality audit flagging data issues such as nulls, out-of-range values, or anomalies in the beneficiary_count and spend_amount fields; and (2) a numeric row ordering report that ranks the supplied rows by the selected field (beneficiary_count or spend_amount). Both reports are computed locally without external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "region",
     "date",
     "beneficiary_count",
     "spend_amount"
    ],
    "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
     },
     "spend_amount": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "beneficiary_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "region": "group-a",
     "row_id": "row-1",
     "spend_amount": 1,
     "beneficiary_count": 10
    },
    {
     "date": "2026-10-02",
     "region": "group-b",
     "row_id": "row-2",
     "spend_amount": 2,
     "beneficiary_count": 20
    },
    {
     "date": "2026-10-03",
     "region": "group-a",
     "row_id": "row-3",
     "spend_amount": 3,
     "beneficiary_count": 15
    },
    {
     "date": "2026-10-04",
     "region": "group-b",
     "row_id": "row-4",
     "spend_amount": 4,
     "beneficiary_count": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "beneficiary_count",
    "spend_amount"
   ],
   "type": "string",
   "default": "beneficiary_count"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/budget-program-reach-record-quality-audit-numeric-row-ordering-eb63c45d/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)