{"uid":"cap_NFf7OVp1e_qIzTd1BypEm","slug":"compositing-graphs-iqr-outlier-flags-keyed-dataset-comparison-b99bb914","name":"Compositing Graphs IQR Outlier Flags + Keyed Dataset Comparison","description":"Compositing graphs — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied compositing graphs records (node_count, render_seconds). 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-creative-09-179?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","node_count","render_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"node_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"asset_group":{"type":"string","default":"","maxLength":80},"render_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","node_count":10,"asset_group":"group-a","render_seconds":1},{"date":"2026-10-02","row_id":"row-2","node_count":20,"asset_group":"group-b","render_seconds":2},{"date":"2026-10-03","row_id":"row-3","node_count":15,"asset_group":"group-a","render_seconds":3},{"date":"2026-10-04","row_id":"row-4","node_count":30,"asset_group":"group-b","render_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["node_count","render_seconds"],"type":"string","default":"node_count"},"other":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","node_count","render_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"node_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"asset_group":{"type":"string","default":"","maxLength":80},"render_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","node_count":10,"asset_group":"group-a","render_seconds":1},{"date":"2026-10-02","row_id":"row-2","node_count":21,"asset_group":"group-b","render_seconds":2},{"date":"2026-10-03","row_id":"row-3","node_count":17,"asset_group":"group-a","render_seconds":3},{"date":"2026-10-04","row_id":"row-4","node_count":33,"asset_group":"group-b","render_seconds":4}],"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_8d1eHyQEAgT5XQXY3dy9C","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 local analytical reports on compositing graph records — IQR-based outlier flagging and keyed dataset comparison — for up to 200 rows of node_count and render_seconds data.","exampleAgentPrompt":"I have two sets of compositing graph records — each with node_count and render_seconds per job — can you flag IQR outliers in node_count and compare both datasets row-by-row? Here's the primary dataset and the comparison dataset, up to 200 rows each.","exampleUseCases":[{"title":"Outlier detection in render pipeline","prompt":"I've got daily compositing graph logs with node_count and render_seconds for each asset group — can you flag any IQR outliers in render_seconds so I know which jobs are statistically abnormal?"},{"title":"Before-after compositing graph comparison","prompt":"We ran a pipeline optimization last week. Can you compare our compositing graph records from before the change versus after, keyed by row_id and asset_group, to see which jobs changed significantly in node_count?"},{"title":"QA check on two render farm datasets","prompt":"I have two compositing graph exports from different render farms — same jobs, different machines. Can you do a keyed comparison on both datasets and also flag IQR outliers in node_count so I can spot discrepancies?"}],"resultDescription":"Returns two independent analytical reports: (1) IQR outlier flags indicating which rows have node_count or render_seconds values outside the interquartile range, and (2) a keyed dataset comparison showing differences between the primary and secondary dataset rows matched by row_id and asset_group.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, asset_group, date, node_count, render_seconds) cause validation errors","Date fields not matching YYYY-MM-DD pattern cause schema rejection","Both datasets must have matching keys for comparison to be meaningful; mismatched keys produce empty or partial comparisons","Null values in node_count or render_seconds may affect IQR calculation accuracy"],"whenToPreferThis":"Choose this endpoint when you have compositing graph data (node_count, render_seconds) and need both statistical outlier detection via IQR and a direct keyed comparison between two datasets in a single call. It is purpose-built for compositing pipeline analytics up to 200 rows, with no external lookups or predictions — ideal for offline or batch QA workflows where cost-efficiency matters.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:04.530Z","isFirstParty":false,"canonicalSlug":"compositing-graphs-iqr-outlier-flags-keyed-dataset-comparison-b99bb914"}