{"uid":"cap_EVPIynkkwevVJZ5XZFLLU","slug":"research-grant-spending-exact-row-deduplication-numeric-row-ordering-cba0f133","name":"Research Grant Spending — Exact Row Deduplication + Numeric Row Ordering","description":"Research grant spending — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering for supplied research grant spending records (budget_amount, 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-education-20-042?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","budget_amount","spend_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"spend_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"budget_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","spend_amount":1,"budget_amount":10},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","spend_amount":2,"budget_amount":20},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","spend_amount":3,"budget_amount":15},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","spend_amount":4,"budget_amount":30}],"maxItems":200,"minItems":1},"field":{"enum":["budget_amount","spend_amount"],"type":"string","default":"budget_amount"}}},"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_qzumxQNBdKjhoh5HhRhmC","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 rows and orders them numerically for research grant spending records containing budget and spend amounts, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have up to 200 research grant spending rows with budget_amount and spend_amount fields — can you deduplicate them exactly and sort them numerically by budget_amount, giving me two reports?","exampleUseCases":[{"title":"Grant budget reconciliation cleanup","prompt":"I've got a messy research grant dataset with possible duplicate entries across course groups and dates — can you run exact deduplication and numeric ordering on these rows by spend_amount and give me the two clean reports?"},{"title":"Education spending audit prep","prompt":"Before I submit our quarterly education grant report, can you deduplicate these 150 spending records and sort them numerically by budget_amount so I can spot inconsistencies?"},{"title":"Multi-group grant spend comparison","prompt":"I have grant spending data across several course groups from October 2026 — please deduplicate the rows exactly and order them numerically by budget_amount so I can compare allocations cleanly."}],"resultDescription":"Two analytical reports derived from the submitted rows: (1) an exact row deduplication report identifying and removing fully duplicated records, and (2) a numeric row ordering report sorting the records by the selected field (budget_amount or spend_amount). No external data is fetched; all analysis is performed locally on the supplied rows.","failureModes":["Rows exceeding 200 items will be rejected (maxItems constraint)","Missing required fields (row_id, course_group, date, budget_amount, spend_amount) will cause validation errors","Dates not matching YYYY-MM-DD pattern will fail schema validation","row_id values exceeding 80 characters will be rejected","Invalid field enum value (anything other than budget_amount or spend_amount) will fail","Empty row array (minItems: 1) will be rejected"],"whenToPreferThis":"Choose this endpoint when you need both exact duplicate removal and numeric ordering on research grant spending data in a single low-cost call. It is well-suited for pre-processing grant records before reporting or reconciliation, especially when you want two distinct analytical views (deduplication + ordering) without any external lookups or live data dependencies. At $0.01 USDC for two reports on up to 200 rows, it is cost-effective for routine data hygiene tasks on education finance datasets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:33:36.698Z","isFirstParty":false,"canonicalSlug":"research-grant-spending-exact-row-deduplication-numeric-row-ordering-cba0f133"}