{"uid":"cap_3em_mtwgm0U2o0iBp88Ve","slug":"record-routing-quality-audit-deduplication-iqr-outlier-flags-2adb2bda","name":"Record Routing Quality Audit: Deduplication + IQR Outlier Flags","description":"Record routing — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags 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-19-220?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_xbCrSHPoS1r4kV26og11R","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 — a quality audit, exact row deduplication, and IQR-based outlier flagging — for up to 200 rows of accepted/rejected record counts.","exampleAgentPrompt":"Can you audit my record routing data for quality issues, exact duplicates, and IQR outlier flags? I have rows with row_id, dataset_group, date, accepted_records, and rejected_records — check the accepted_records field across these 4 rows: row-1/group-a/2026-10-01 with 10 accepted and 1 rejected, row-2/group-b/2026-10-02 with 20 accepted and 2 rejected, row-3/group-a/2026-10-03 with 15 accepted and 3 rejected, row-4/group-b/2026-10-04 with 300 accepted and 4 rejected.","exampleUseCases":[{"title":"Pre-load ETL pipeline quality check","prompt":"Before I load this week's record routing output into the warehouse, can you run a quality audit, deduplication check, and IQR outlier scan on my accepted_records field? Here are 50 rows with row_id, dataset_group, date, accepted_records, and rejected_records."},{"title":"Spike detection in rejected records","prompt":"I think there might be some weird spikes in our rejected_records counts this month — can you flag any IQR outliers and also check for duplicate rows and overall data quality issues across these 80 routing rows?"},{"title":"Daily routing data sanity check","prompt":"Run the three-report audit on today's record routing batch — quality audit, exact deduplication, and outlier flags for the rejected_records field — across these 30 rows grouped by dataset_group and date."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit identifying missing values, format issues, and anomalies; (2) an exact row deduplication report listing duplicate rows; and (3) IQR-based outlier flags marking statistically unusual values in the selected field (accepted_records or rejected_records). All analysis is performed locally on the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, date, dataset_group, accepted_records, rejected_records) cause validation errors","Date fields not matching YYYY-MM-DD pattern will fail schema validation","Null values in numeric fields are allowed but may reduce outlier detection accuracy","Invalid field enum value (not 'accepted_records' or 'rejected_records') causes error"],"whenToPreferThis":"Choose this endpoint when you need a quick, low-cost ($0.01) local analytical pass over a batch of record routing data (up to 200 rows) to get three reports simultaneously: data quality audit, exact deduplication, and IQR outlier detection. Ideal for ETL validation, pre-load sanity checks, and pipeline monitoring where no external lookup or prediction is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:40.522Z","isFirstParty":false,"canonicalSlug":"record-routing-quality-audit-deduplication-iqr-outlier-flags-2adb2bda"}