{"uid":"cap_P40cjvOMcYWpMze-GDnbh","slug":"transaction-fee-observations-exact-row-deduplication-numeric-dce45604","name":"Transaction Fee Observations — Exact Row Deduplication + Numeric Distribution","description":"Transaction fee observations — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution for supplied transaction fee observations records (fee_units, transaction_count). 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-finance-03-039?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","instrument_group","date","fee_units","transaction_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"fee_units":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"instrument_group":{"type":"string","default":"","maxLength":80},"transaction_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","fee_units":10,"instrument_group":"group-a","transaction_count":1},{"date":"2026-10-02","row_id":"row-2","fee_units":20,"instrument_group":"group-b","transaction_count":2},{"date":"2026-10-03","row_id":"row-3","fee_units":15,"instrument_group":"group-a","transaction_count":3},{"date":"2026-10-04","row_id":"row-4","fee_units":30,"instrument_group":"group-b","transaction_count":4}],"maxItems":200,"minItems":1},"field":{"enum":["fee_units","transaction_count"],"type":"string","default":"fee_units"}}},"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_1mXKaXvy2j7XhHC2renEA","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 exact row deduplication and numeric distribution analysis on user-supplied transaction fee observation records (fee_units, transaction_count) for up to 200 rows.","exampleAgentPrompt":"I have 150 rows of transaction fee observations with columns row_id, instrument_group, date, fee_units, and transaction_count — can you run exact row deduplication and a numeric distribution report on the fee_units field for me?","exampleUseCases":[{"title":"Deduplicating daily fee records","prompt":"I've got a batch of 80 daily transaction fee records for two instrument groups and I suspect there are exact duplicates — can you deduplicate them and also give me a numeric distribution of the fee_units?"},{"title":"Profiling transaction count spread","prompt":"Here are 120 rows of fee observations with row_id, date, instrument_group, fee_units, and transaction_count — please run the numeric distribution report on transaction_count so I can see how it's spread across the dataset."},{"title":"Auditing fee data quality before reporting","prompt":"Before I finalize my quarterly fee report, can you check these 200 transaction fee observation rows for exact duplicate entries and give me a numeric distribution of fee_units so I know the data is clean?"}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying and removing fully duplicate rows from the submitted dataset, and (2) a numeric distribution report (e.g. min, max, mean, percentiles, histogram bins) for the selected numeric field (fee_units or transaction_count), both computed locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 row submitted — validation error","More than 200 rows submitted — exceeds limit, request rejected","Invalid date format (not YYYY-MM-DD) — schema validation failure","Missing required fields (row_id, instrument_group, date, fee_units, transaction_count) — schema rejection","Non-numeric value in fee_units or transaction_count when numeric required — type error","Payment not provided or insufficient USDC — 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of transaction fee observation records and need both exact duplicate detection and a numeric distribution profile in a single paid call. Ideal for data quality audits before reporting pipelines, or when you want a quick statistical summary of fee_units or transaction_count without setting up a local analytics stack. Not suitable for live data lookup, forecasting, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:32:25.757Z","isFirstParty":false,"canonicalSlug":"transaction-fee-observations-exact-row-deduplication-numeric-dce45604"}