{"uid":"cap_mXa2g4XaYPPXKTieR5TfQ","slug":"rig-complexity-deduplication-and-weighted-mean-analysis-f99a2e36","name":"Rig Complexity Deduplication and Weighted Mean Analysis","description":"Rig complexity — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + 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-04-051?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_xj75j8YPecUpJYvgyElU-","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 by exact row and computes a secondary-measure weighted mean for bone_count or constraint_count fields across up to 200 rows.","exampleAgentPrompt":"I have a list of rig complexity records with bone_count and constraint_count — can you deduplicate the rows exactly and compute a weighted mean for bone_count? I have about 50 rows across asset groups like 'characters' and 'props' with dates in October 2026.","exampleUseCases":[{"title":"Clean duplicate rig exports before reporting","prompt":"I exported rig complexity data from our pipeline and there are likely exact duplicate rows. Can you deduplicate these 120 records and give me a weighted mean of constraint_count across asset groups? Here are the rows with row_id, asset_group, date, bone_count, and constraint_count fields."},{"title":"Compare bone complexity across character groups","prompt":"I have rig data for two asset groups — 'hero_characters' and 'npc_characters' — with bone counts logged daily. Can you strip out any exact duplicate rows and calculate a secondary-measure weighted mean for bone_count across all 80 entries?"},{"title":"Validate rig data quality before pipeline submission","prompt":"Before we submit our rig records to the production pipeline, can you check for exact duplicate entries in our 150-row dataset and compute a weighted mean of constraint_count so we have a clean summary to attach to the submission?"}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying and removing duplicate records from the input, and (2) a secondary-measure weighted mean report for the selected field (bone_count or constraint_count). Both reports are computed locally with no external lookups.","failureModes":["Input exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, asset_group, date, bone_count, constraint_count) cause validation errors","Invalid date format (not YYYY-MM-DD) fails schema validation","All rows are duplicates, leaving an empty deduplicated set","Null values in the selected measure field may affect weighted mean computation","Payment of 0.01 USDC not provided causes x402 payment-required rejection"],"whenToPreferThis":"Choose this endpoint when you need both exact-row deduplication and a weighted mean statistic on rig complexity data (bone_count or constraint_count) in a single low-cost call. It is purpose-built for animation/VFX pipeline data with up to 200 rows and requires no external data sources or live lookups. Prefer it over general-purpose analytics when your data is already structured with row_id, asset_group, date, and rig metric fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:49:27.411Z","isFirstParty":false,"canonicalSlug":"rig-complexity-deduplication-and-weighted-mean-analysis-f99a2e36"}