{"uid":"cap_inuvgeEgtT3TxgI_INDhX","slug":"join-coverage-iqr-outlier-flags-keyed-dataset-comparison-bfec60cf","name":"Join Coverage IQR Outlier Flags + Keyed Dataset Comparison","description":"Join coverage — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied join coverage records (matched_rows, source_rows). 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-09-179?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","matched_rows","source_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"matched_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_rows":1,"matched_rows":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_rows":2,"matched_rows":20,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_rows":3,"matched_rows":15,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_rows":4,"matched_rows":30,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["matched_rows","source_rows"],"type":"string","default":"matched_rows"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","matched_rows","source_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"matched_rows":{"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_rows":1,"matched_rows":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_rows":2,"matched_rows":21,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_rows":3,"matched_rows":17,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_rows":4,"matched_rows":33,"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_rhd-LQkvdbl28KZPX9bYE","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 join coverage data: IQR-based outlier detection and a keyed comparison between two datasets, for up to 200 rows of matched_rows/source_rows records.","exampleAgentPrompt":"Can you analyze my join coverage data for outliers and compare it against a reference dataset? I have two sets of up to 50 rows each with matched_rows and source_rows per group, and I want IQR outlier flags on the matched_rows field plus a keyed comparison between the two datasets.","exampleUseCases":[{"title":"Pipeline join anomaly detection","prompt":"I'm running a nightly ETL and want to flag any days where matched_rows looks like an outlier using IQR — here's my join coverage table with row_id, date, dataset_group, matched_rows, and source_rows for the past 30 days. Also compare it against last month's equivalent data to see what changed."},{"title":"Cross-environment join coverage audit","prompt":"We have join coverage metrics from our staging and production environments — can you run an IQR outlier check on source_rows and then do a keyed comparison between the two environments to spot any discrepancies? Both datasets have the same row_id and dataset_group keys."},{"title":"Data quality regression check after schema change","prompt":"After our schema migration last week, I want to check whether our join coverage numbers shifted — please flag any IQR outliers in matched_rows across my two dataset snapshots (before and after migration) and give me a keyed comparison report so I can see exactly which rows changed."}],"resultDescription":"Returns two analytical reports: (1) IQR outlier flags identifying which rows have matched_rows or source_rows values outside the interquartile range, and (2) a keyed dataset comparison highlighting differences between the primary and reference datasets matched by row_id and dataset_group. No external lookups or predictions are made — all analysis is performed locally on the supplied data.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — exceeds limit, request rejected","Missing required fields (row_id, dataset_group, date, matched_rows, source_rows) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Mismatched keys between primary and other datasets — comparison report may show all rows as unmatched","Null values in the selected field — outlier detection may skip or flag those rows","Payment not included or insufficient — x402 payment required at $0.01 USDC"],"whenToPreferThis":"Choose this endpoint when you need both IQR-based outlier detection and a keyed dataset comparison on join coverage metrics (matched_rows, source_rows) in a single low-cost call. Ideal for data engineers auditing ETL pipeline join completeness, comparing snapshots across time periods or environments, and flagging statistical anomalies — all without sending data to external ML services or live lookup systems.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:34.539Z","isFirstParty":false,"canonicalSlug":"join-coverage-iqr-outlier-flags-keyed-dataset-comparison-bfec60cf"}