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Budget Program Reach — Exact Row Deduplication + Numeric Row Ordering
x402
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.
Price / call$0.01
Success—
StatusUnknown
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.
Example use cases
Cleaning regional program disbursement data
“I have a list of 50 budget program records across different regions with beneficiary counts and spend amounts — some rows might be duplicates. Can you deduplicate them and sort by beneficiary_count, then give me 2 reports?”
Ordering spend records for audit review
“Sort and deduplicate these 120 budget program reach rows by spend_amount for our quarterly audit — I need the two standard analytical reports showing the cleaned, ordered data.”
Preparing reach data for policy presentation
“Take these budget program rows for groups A and B across October 2026 and remove any exact duplicates, then order them numerically by beneficiary_count and produce the two reports so I can use them in our policy brief.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-economics-21-042?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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