{"uid":"cap_oiEPeyRuQoa4ZxleuHxFx","slug":"rig-complexity-exact-row-deduplication-iqr-outlier-flags-10bfa5c8","name":"Rig Complexity — Exact Row Deduplication + IQR Outlier Flags","description":"Rig complexity — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags 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-04-049?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_P1oKOzRZwHtsE4XrUGZCk","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":"Deduplicates rig complexity records and flags statistical outliers using IQR analysis on bone_count and constraint_count fields for up to 200 rows.","exampleAgentPrompt":"Can you deduplicate my rig complexity records and flag any IQR outliers in the bone_count field? I have data for about 50 rigs across group-a and group-b assets from October 2026 — here are the rows with row_id, asset_group, date, bone_count, and constraint_count.","exampleUseCases":[{"title":"Clean rig dataset before pipeline export","prompt":"I have 120 rig complexity records from our character team with bone_count and constraint_count — can you deduplicate them exactly and flag any bone_count outliers using IQR before I push them to the pipeline?"},{"title":"Spot anomalous rigs in a batch review","prompt":"We just exported a rig audit spreadsheet with up to 180 rows including row_id, asset_group, date, bone_count, and constraint_count. Can you run IQR outlier detection on constraint_count and also remove any exact duplicate rows?"},{"title":"QA check on animation rig complexity data","prompt":"Before signing off on this rig QA pass, can you check these 75 rig records for exact duplicates and tell me which ones have statistically unusual bone_count values based on the IQR method?"}],"resultDescription":"Returns two reports for the submitted rows: (1) an exact-row deduplication report identifying which rows are duplicates, and (2) an IQR outlier flagging report marking rows whose selected numeric field (bone_count or constraint_count) falls outside the interquartile range bounds. Reports are computed locally with no external lookups.","failureModes":["Fewer than 1 row submitted — request rejected","More than 200 rows submitted — exceeds batch limit","Missing required fields (row_id, asset_group, date, bone_count, or constraint_count) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Field selector not one of 'bone_count' or 'constraint_count' — enum validation error","All rows are identical — deduplication report shows full collapse with no unique rows remaining","Insufficient data variance for IQR computation when dataset is very small"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local statistical data quality checks specifically on 3D rig complexity metrics (bone_count, constraint_count) — no external model, prediction, or live lookup is involved. Ideal for pre-pipeline data cleaning workflows where exact deduplication and IQR-based outlier detection on numeric rig fields are needed in a single low-cost call. Not suitable if you need predictive modeling, professional rig assessment, or datasets larger than 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:45.520Z","isFirstParty":false,"canonicalSlug":"rig-complexity-exact-row-deduplication-iqr-outlier-flags-10bfa5c8"}