{"uid":"cap_8MX0YJ1jiwIlDuer17aQc","slug":"render-jobs-iqr-outlier-flags-secondary-measure-weighted-mean-07d17d67","name":"Render Jobs IQR Outlier Flags + Secondary-Measure Weighted Mean","description":"Render jobs — IQR outlier flags + Secondary-measure weighted mean: IQR outlier flags + Secondary-measure weighted mean for supplied render jobs records (render_seconds, sample_count). 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-02-177?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","render_seconds","sample_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"asset_group":{"type":"string","default":"","maxLength":80},"sample_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"render_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","sample_count":1,"render_seconds":10},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","sample_count":2,"render_seconds":20},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","sample_count":3,"render_seconds":15},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","sample_count":4,"render_seconds":30}],"maxItems":200,"minItems":1},"field":{"enum":["render_seconds","sample_count"],"type":"string","default":"render_seconds"}}},"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__fpJgcH7-wz5oes-PvA4C","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":"Analyzes up to 200 render job records to flag IQR-based outliers and compute a secondary-measure weighted mean across render_seconds and sample_count fields.","exampleAgentPrompt":"I have a batch of render job records with render times and sample counts — can you flag which ones are IQR outliers and give me the sample-count-weighted mean of render_seconds for up to 200 rows across asset groups like 'group-a' and 'group-b'?","exampleUseCases":[{"title":"Detecting anomalous render times in production","prompt":"Here are 150 render job records from our October pipeline — can you flag which render_seconds values are IQR outliers and compute the sample-count-weighted mean so I know which jobs deviated wildly from the norm?"},{"title":"QA audit of animation render durations","prompt":"I want to audit our animation render jobs for statistical anomalies. Can you run IQR outlier detection and a weighted mean on render_seconds across these 80 records grouped by asset_group?"},{"title":"Comparing render efficiency across asset groups","prompt":"Can you analyze these 200 render job rows and tell me which sample_count values are flagged as IQR outliers, plus give me the render_seconds weighted mean so I can compare efficiency across groups?"}],"resultDescription":"Returns two reports for the supplied render job records: (1) IQR outlier flags indicating which rows fall outside the interquartile range for the selected field, and (2) a secondary-measure weighted mean computed using the paired numeric field. Both reports are computed locally from the submitted data with no external lookups.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows submitted — exceeds limit","Missing required fields (row_id, date, render_seconds, sample_count) — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema rejection","Non-numeric values in render_seconds or sample_count — computation error","Invalid field enum value (must be 'render_seconds' or 'sample_count') — rejected"],"whenToPreferThis":"Choose this endpoint when you have up to 200 render job records and need both IQR-based outlier detection and a weighted mean in a single low-cost call ($0.01 USDC). Ideal for creative pipeline analytics, render farm QA, and performance audits where you want purely local statistical computation without external data lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:56:02.450Z","isFirstParty":false,"canonicalSlug":"render-jobs-iqr-outlier-flags-secondary-measure-weighted-mean-07d17d67"}