{"uid":"cap_c_s2eZTNY5kXnnL3oHX8l","slug":"data-reconciliation-iqr-outlier-flags-keyed-dataset-comparison-97a0c8a5","name":"Data Reconciliation — IQR Outlier Flags + Keyed Dataset Comparison","description":"Data reconciliation — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied data reconciliation records (source_total, target_total). 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-11-179?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_total","target_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"target_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_total":10,"target_total":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_total":20,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":15,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":30,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["source_total","target_total"],"type":"string","default":"source_total"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_total","target_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"target_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_total":10,"target_total":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_total":21,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":17,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":33,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":0}}},"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_sY9vNynnsXnpziLFyU__s","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 two analytical reports on supplied reconciliation data: IQR-based outlier flagging on a chosen numeric field, and a keyed row-by-row comparison between two datasets, for up to 200 rows.","exampleAgentPrompt":"I have two sets of reconciliation records (up to 50 rows each, with row_id, dataset_group, date, source_total, and target_total) — can you flag IQR outliers on the source_total field and also do a keyed row-by-row comparison between the two datasets to spot any discrepancies?","exampleUseCases":[{"title":"Monthly finance close reconciliation check","prompt":"Here are my source and target ledger totals for October — 80 rows each keyed by row_id and dataset_group. Flag any IQR outliers in source_total and compare the two datasets side by side so I can see where they diverge."},{"title":"ETL pipeline output validation","prompt":"I ran two ETL jobs and got slightly different output datasets — both have around 120 rows with source_total and target_total. Can you run IQR outlier detection on target_total and do a keyed comparison between the two outputs so I can find which rows are off?"},{"title":"Vendor billing discrepancy investigation","prompt":"I have our internal billing records as the source dataset and the vendor's invoice totals as the target, about 60 rows matched by row_id. Please flag any outliers using IQR on source_total and compare both datasets key-by-key to highlight any billing mismatches."}],"resultDescription":"Returns two independent analytical reports: (1) an IQR outlier flags report identifying rows where the chosen numeric field (source_total or target_total) falls outside the interquartile range bounds, and (2) a keyed dataset comparison report showing row-by-row differences between the primary and secondary dataset, matched by row_id, dataset_group, and date.","failureModes":["Missing required fields (row_id, dataset_group, date, source_total, target_total) returns a validation error","Exceeding 200 rows in either dataset returns a rejection","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Null values in both source_total and target_total on the same row may produce incomplete outlier analysis","Mismatched row_id keys between primary and secondary datasets result in unmatched rows in the comparison report"],"whenToPreferThis":"Choose this endpoint when you need two complementary analytical views on reconciliation data in a single call: statistical outlier detection (IQR-based) on a numeric field, plus a structured keyed comparison between two dataset versions. Prefer this over single-purpose tools when you want both anomaly flagging and diff-style comparison without making two separate requests. Best suited for financial reconciliation, ETL validation, or audit workflows involving up to 200 rows of source/target paired data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:53:47.984Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-iqr-outlier-flags-keyed-dataset-comparison-97a0c8a5"}