{"uid":"cap_keCUQ88G2lslbNR-Qpesa","slug":"budget-program-reach-record-quality-audit-numeric-row-ordering-eb63c45d","name":"Budget Program Reach — Record Quality Audit + Numeric Row Ordering","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-economics-21-007?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_wH1_XffWBMbdbZlwSB9Cc","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":"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.","exampleAgentPrompt":"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.","exampleUseCases":[{"title":"Pre-reporting data quality check","prompt":"Before I submit the quarterly program report, can you run a quality audit and row ordering by spend_amount on my 50 budget program reach records? I'll provide the row IDs, regions, dates, beneficiary counts, and spend amounts."},{"title":"Regional beneficiary ranking","prompt":"I need to rank my budget program regions by beneficiary_count — can you run the numeric row ordering report on these 30 records covering group-a and group-b across October 2026?"},{"title":"Identifying bad records in spend data","prompt":"Can you audit the record quality on my program spend dataset for 120 rows? I want to spot any issues with the beneficiary_count or spend_amount values before I pass them to finance."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:58.182Z","isFirstParty":false,"canonicalSlug":"budget-program-reach-record-quality-audit-numeric-row-ordering-eb63c45d"}