{"uid":"cap_x9jLcDBvT7lI6LftLEqvY","slug":"rig-complexity-deduplication-and-missing-value-fill-84a530be","name":"Rig Complexity Deduplication and Missing-Value Fill","description":"Rig complexity — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill 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-04-054?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_BWOk_siljFnHYAVBxyjCv","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 rows and fills missing values (zero/mean/median) in rig complexity records containing bone_count and constraint_count fields, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have up to 200 rig complexity records with bone_count and constraint_count values — some rows are exact duplicates and some have missing bone_count values. Can you deduplicate them and fill the missing bone_count values using the median method?","exampleUseCases":[{"title":"Clean duplicate rig entries for studio pipeline","prompt":"We have a set of rig complexity records for our character assets with some exact duplicate rows — can you deduplicate them and fill any missing bone_count values using the median across the dataset? I'll send you the rows with row_id, asset_group, date, bone_count, and constraint_count."},{"title":"Impute missing constraint counts with mean","prompt":"I've got animation rig records where some entries are missing constraint_count values. Can you run deduplication on the full set and fill the missing constraint_count fields using the mean? There are about 150 rows covering several asset groups."},{"title":"Prepare rig data with zero-fill for reporting","prompt":"Before I run my rig complexity report I need to strip out any exact duplicate rows and replace any null bone_count values with zero. Can you process these rig records — I have around 80 rows with row_id, asset_group, date, bone_count, and constraint_count fields?"}],"resultDescription":"Two analytical reports covering the supplied rig complexity records: one showing exact row deduplication results (which rows were removed as duplicates) and one showing missing-value fill results (which cells were imputed and with what value), all computed locally with no external lookups.","failureModes":["More than 200 rows submitted — request exceeds max row limit","Missing required fields (row_id, asset_group, date, bone_count, constraint_count) — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema rejection","Numeric values outside allowed range (-1e12 to 1e12) — schema rejection","Invalid fill method or field enum value — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need lightweight, deterministic data cleaning for 3D animation rig complexity datasets — specifically exact-duplicate row removal and structured missing-value imputation (zero, mean, or median) for bone_count or constraint_count fields, without any external lookup or ML prediction. Ideal for pre-processing rig records before downstream analytics or reporting pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:49:18.671Z","isFirstParty":false,"canonicalSlug":"rig-complexity-deduplication-and-missing-value-fill-84a530be"}