{"uid":"cap_zFrK4xe4nX70Bc59fsCX0","slug":"record-routing-analytics-quality-audit-deduplication-numeric-cd55ca9b","name":"Record Routing Analytics: Quality Audit + Deduplication + Numeric Distribution","description":"Record routing — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied record routing records (accepted_records, rejected_records). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-19-210?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"}}},"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_YWtIydpywj-ly9ysXdQ5z","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 three local analytical reports on record routing data — quality audit, exact row deduplication, and numeric distribution — for accepted_records and rejected_records fields across up to 200 rows.","exampleAgentPrompt":"Can you audit the quality, find exact duplicate rows, and show the numeric distribution of the accepted_records field across this batch of record routing data? I have up to 50 rows with row_id, dataset_group, date, accepted_records, and rejected_records.","exampleUseCases":[{"title":"Daily pipeline data quality check","prompt":"I have today's record routing logs with accepted and rejected counts per dataset group — can you run a quality audit, deduplicate any exact duplicate rows, and show the numeric distribution of accepted_records across all 80 rows?"},{"title":"Rejected records distribution review","prompt":"Can you analyze the numeric spread of rejected_records in my routing data, flag any duplicate rows, and audit overall data quality? I'll give you about 120 rows covering the past month across group-a and group-b."},{"title":"Pre-reporting deduplication and profiling","prompt":"Before I generate my weekly report, I need to deduplicate my record routing rows, run a quality audit, and get a distribution profile of accepted_records — I have 45 rows with dates, row IDs, and dataset groups ready to send."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging nulls, format issues, and anomalies in the supplied rows; (2) an exact row deduplication report identifying identical rows; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles, histogram) for the selected numeric field (accepted_records or rejected_records). All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows submitted — exceeds row limit","Missing required fields (row_id, date, accepted_records, rejected_records) — validation error","Malformed date format (not YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (-1T to +1T) — rejected","Empty or missing rows array — schema error"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations (quality audit, deduplication, numeric distribution) on a small-to-medium record routing dataset (up to 200 rows) in a single low-cost call. Ideal for pre-reporting data validation, pipeline QA, or quick profiling of accepted/rejected record counts without needing external data lookups or ML predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T18:51:25.791Z","isFirstParty":false,"canonicalSlug":"record-routing-analytics-quality-audit-deduplication-numeric-cd55ca9b"}