{"uid":"cap_8jrZZ7VIZhOBEiaHo-6L0","slug":"rig-complexity-numeric-distribution-and-missing-value-fill-9999a081","name":"Rig Complexity Numeric Distribution and Missing-Value Fill","description":"Rig complexity — Numeric distribution + Explicit missing-value fill: Numeric distribution + 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-04-085?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_smDCyMbgzYgjwSDmjKBmQ","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":"Computes numeric distribution statistics and fills missing values (zero/mean/median) for rig complexity data (bone_count, constraint_count) across up to 200 rows.","exampleAgentPrompt":"I have a batch of up to 50 animation rig records with bone_count and constraint_count values — some are missing. Can you run a numeric distribution report on bone_count and fill the missing values using the median method?","exampleUseCases":[{"title":"Pre-pipeline rig data imputation","prompt":"I'm about to run a batch rig validation pipeline and some of my bone_count entries are null. Can you fill those missing values using the mean and also give me a distribution report for bone_count across these 120 rig records?"},{"title":"Asset group constraint analysis","prompt":"I have constraint_count data across two asset groups — group-a and group-b — for about 80 rigs. Can you compute the numeric distribution and fill any missing constraint_count values with zero so I can compare the groups cleanly?"},{"title":"QA report for animation rig dataset","prompt":"Before I hand off this rig dataset to the animation team, I need a distribution summary of bone_count and constraint_count and want any nulls filled with the median — there are around 150 rows total."}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution summary (e.g. min, max, mean, median, percentiles) for the selected field across up to 200 rows, and (2) an explicit missing-value fill report showing imputed values using the chosen method (zero, mean, or median) for bone_count or constraint_count.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, bone_count, constraint_count) cause validation errors","Invalid date format (non-YYYY-MM-DD) triggers pattern mismatch","Unsupported fill method enum value causes schema rejection","Numeric values outside allowed range rejected","Empty rows array returns error"],"whenToPreferThis":"Choose this endpoint when you have tabular rig complexity data with bone_count and/or constraint_count fields that need both statistical distribution analysis and missing-value imputation in a single low-cost call. It is purpose-built for animation/rigging data pipelines where null handling and distributional QA are needed before downstream processing, and where no live lookup, prediction, or external data enrichment is required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:42:36.855Z","isFirstParty":false,"canonicalSlug":"rig-complexity-numeric-distribution-and-missing-value-fill-9999a081"}