{"uid":"cap_5lptbG0MgVCaWqT7GDizK","slug":"budget-program-reach-exact-row-deduplication-numeric-row-ordering-68a3e6e1","name":"Budget Program Reach — Exact Row Deduplication + Numeric Row Ordering","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-economics-21-042?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"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"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_46bSp73JWirGnyZdap4Eg","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Deduplicates and numerically orders budget program reach records (beneficiary_count or spend_amount) for up to 200 rows, producing 2 independent analytical reports.","exampleAgentPrompt":"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).","exampleUseCases":[{"title":"Cleaning regional program disbursement data","prompt":"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?"},{"title":"Ordering spend records for audit review","prompt":"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."},{"title":"Preparing reach data for policy presentation","prompt":"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."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:44.441Z","isFirstParty":false,"canonicalSlug":"budget-program-reach-exact-row-deduplication-numeric-row-ordering-68a3e6e1"}