# Budget Program Reach — Exact Row Deduplication + Numeric Row Ordering

> Budget Program Reach — Exact Row Deduplication + 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).

Deduplicates and numerically orders budget program reach records (beneficiary_count or spend_amount) for up to 200 rows, producing 2 independent analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-economics-21-042?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-exact-row-deduplication-numeric-row-ordering-68a3e6e1
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_5lptbG0MgVCaWqT7GDizK

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-exact-row-deduplication-numeric-row-ordering-68a3e6e1 -d '<json body>'
```

Example prompt: Deduplicate and numerically order these budget program reach rows by beneficiary_count — I have 4 rows with region, date, and spend data — and give me 2 analytical reports: row-1 (2026-10-01, group-a, spend 1, beneficiaries 10), row-2 (2026-10-02, group-b, spend 2, beneficiaries 20), row-3 (2026-10-03, group-a, spend 3, beneficiaries 15), row-4 (2026-10-04, group-b, spend 4, beneficiaries 30).

## When to prefer this

Choose this endpoint when you need fast, local deduplication and numeric ordering of budget program reach tabular data (beneficiary_count or spend_amount) without any live lookups or external data enrichment. It is ideal for data cleaning pipelines processing up to 200 program records at minimal cost ($0.01 USDC for 2 reports). Prefer this over general-purpose analytics services when the specific task is removing exact duplicate rows and producing numerically ordered output for economics or government program datasets.

## Known failure modes

- More than 200 rows submitted — exceeds maxItems limit
- Missing required fields (row_id, region, date, beneficiary_count, spend_amount) — validation error
- Invalid date format (not YYYY-MM-DD) — pattern mismatch error
- Numeric values outside allowed range (±1,000,000,000,000) — schema rejection
- Empty rows array (minItems: 1 violated) — schema error
- Payment not fulfilled — x402 payment required response

## How this service works

Budget program reach — Exact row deduplication + Numeric row ordering: Exact row deduplication + 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

Two independent analytical reports based on the supplied budget program reach data: one reflecting exact row deduplication results and one reflecting numeric ordering of the chosen field (beneficiary_count or spend_amount), covering up to 200 input rows.

## 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-exact-row-deduplication-numeric-row-ordering-68a3e6e1/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)