{"uid":"cap_0ILhuY5UK5_pYxUhPqzFX","slug":"rig-complexity-iqr-outlier-flags-and-secondary-measure-weighted-mean-b399e60c","name":"Rig Complexity IQR Outlier Flags and Secondary-Measure Weighted Mean","description":"Rig complexity — IQR outlier flags + Secondary-measure weighted mean: IQR outlier flags + Secondary-measure weighted mean for supplied rig complexity records (bone_count, constraint_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-04-177?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","bone_count","constraint_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"bone_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"asset_group":{"type":"string","default":"","maxLength":80},"constraint_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","bone_count":10,"asset_group":"group-a","constraint_count":1},{"date":"2026-10-02","row_id":"row-2","bone_count":20,"asset_group":"group-b","constraint_count":2},{"date":"2026-10-03","row_id":"row-3","bone_count":15,"asset_group":"group-a","constraint_count":3},{"date":"2026-10-04","row_id":"row-4","bone_count":30,"asset_group":"group-b","constraint_count":4}],"maxItems":200,"minItems":1},"field":{"enum":["bone_count","constraint_count"],"type":"string","default":"bone_count"}}},"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_QynRtbjBeiGY-qkQ96vwB","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 rig complexity records (bone_count, constraint_count) to flag IQR-based outliers and compute a secondary-measure weighted mean, producing two analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you flag any outlier rigs by IQR and compute the weighted mean for bone_count across these rig records: row-1 group-a 2026-10-01 bone_count=10 constraint_count=1, row-2 group-b 2026-10-02 bone_count=20 constraint_count=2, row-3 group-a 2026-10-03 bone_count=15 constraint_count=3, row-4 group-b 2026-10-04 bone_count=30 constraint_count=4 — I want both the outlier flags and the secondary-measure weighted mean in one run.","exampleUseCases":[{"title":"QA audit of animation rig library","prompt":"I have a batch of 50 animation rigs with bone counts and constraint counts per asset group — can you run IQR outlier detection on bone_count and give me the weighted mean so I can spot which rigs are statistically abnormal before we go into production?"},{"title":"Constraint count anomaly detection across character rigs","prompt":"Flag any constraint_count outliers using IQR across my character rig records for the week of 2026-10-01 through 2026-10-07, and also give me the secondary-measure weighted mean — I need to catch any rigs that are way outside the normal range."},{"title":"Asset group complexity benchmarking","prompt":"Compare rig complexity across group-a and group-b assets by running IQR outlier flags and a weighted mean on bone_count for these 200 rig records — I want to know which groups have unusually complex rigs and what the weighted average looks like."}],"resultDescription":"Returns two analytical reports: (1) IQR outlier flags per row indicating which rig records have bone_count or constraint_count values outside the interquartile range, and (2) a secondary-measure weighted mean summarizing the selected field's distribution. Both reports are computed locally with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, asset_group, date, bone_count, constraint_count) — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","Null values in numeric fields may affect IQR and weighted mean calculations","Too few data points (e.g. 1-3 rows) may produce unreliable IQR statistics"],"whenToPreferThis":"Choose this endpoint when you need simultaneous IQR-based outlier detection AND a secondary-measure weighted mean on rig complexity data (bone_count, constraint_count) in a single call for up to 200 rows, with no external data dependencies. Ideal for pipeline QA steps where 3D rig datasets need rapid statistical profiling before production handoff.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:57:33.012Z","isFirstParty":false,"canonicalSlug":"rig-complexity-iqr-outlier-flags-and-secondary-measure-weighted-mean-b399e60c"}