{"uid":"cap_0cvudBOg6htpHtSjsqEkt","slug":"record-routing-exact-row-deduplication-explicit-missing-value-fill-15ca4e6f","name":"Record Routing — Exact Row Deduplication + Explicit Missing-Value Fill","description":"Record routing — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied record routing records (accepted_records, rejected_records). 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-analytics-19-054?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","accepted_records","rejected_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"accepted_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"rejected_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","accepted_records":10,"rejected_records":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","accepted_records":20,"rejected_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","accepted_records":15,"rejected_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","accepted_records":30,"rejected_records":4}],"maxItems":200,"minItems":1},"field":{"enum":["accepted_records","rejected_records"],"type":"string","default":"accepted_records"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_LLygyrco-nHY2Cswd982f","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 identical rows and fills missing values in accepted_records or rejected_records fields across up to 200 record routing rows, producing two analytical reports.","exampleAgentPrompt":"Take my record routing dataset of 150 rows with date, row_id, dataset_group, accepted_records, and rejected_records — deduplicate exact rows and fill any missing accepted_records values using median imputation, then give me both reports.","exampleUseCases":[{"title":"Cleaning routing pipeline acceptance logs","prompt":"I have a batch of 120 record routing rows with accepted_records and rejected_records fields — some rows are duplicated and some values are null. Can you deduplicate the exact rows and fill in the missing accepted_records using median, and give me both the dedup and fill reports?"},{"title":"Imputing missing rejections with zero fill","prompt":"My rejected_records column has several nulls in this 80-row routing dataset grouped by dataset_group and date. Please remove any exact duplicate rows and replace the missing rejected_records with zero, then show me the two reports."},{"title":"Pre-processing routing data before aggregation","prompt":"Before I aggregate my routing stats, I need these 200 rows cleaned — strip out exact duplicates and fill any missing accepted_records using the mean. Can you run both the deduplication and missing-value fill reports for me?"}],"resultDescription":"Two analytical reports: (1) an exact row deduplication report identifying and removing identical rows from the supplied dataset, and (2) a missing-value fill report showing which accepted_records or rejected_records cells were null and what values were imputed using the chosen method (zero, mean, or median). No external lookups or predictions are made; all analysis is performed locally on the supplied rows.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows submitted — exceeds row limit","Invalid date format (not YYYY-MM-DD) — schema validation error","row_id missing or empty — required field error","Field value outside allowed numeric range (±1,000,000,000,000) — validation failure","Invalid fill method enum value — rejected at schema level","Payment of 0.01 USDC not completed — 402 response"],"whenToPreferThis":"Choose this endpoint when you need to clean a moderate-sized record routing dataset (up to 200 rows) by simultaneously removing exact duplicate rows and imputing missing numeric values in accepted_records or rejected_records, and you want both operations reported together in a single low-cost call. Prefer this over general-purpose data tools when working specifically with routing acceptance/rejection count data grouped by date and dataset_group.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:03.564Z","isFirstParty":false,"canonicalSlug":"record-routing-exact-row-deduplication-explicit-missing-value-fill-15ca4e6f"}