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Rig Complexity Duplicate Key Report and Missing Value Fill
x402
Rig Complexity Duplicate Key Report and Missing Value Fill is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-31).
Analyzes rig complexity records (bone_count, constraint_count) to produce a duplicate key report and fill missing values using zero, mean, or median imputation — up to 200 rows, two reports per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Rig complexity — Duplicate key report + Explicit missing-value fill: Duplicate key report + 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.
Output
Returns two reports: (1) a duplicate key report identifying rows with repeated row_id values, and (2) a cleaned dataset where missing values in the specified field (bone_count or constraint_count) have been filled using the chosen method (zero, mean, or median). Covers up to 200 input rows.
Example use cases
Audit animation rig dataset for duplicates
“I've got 120 rig complexity rows for our character assets — each has a row_id, asset_group, date, bone_count, and constraint_count. Can you run a duplicate key report to find any repeated row IDs?”
Impute missing bone counts with mean
“Several rows in my rig complexity dataset have null bone_count values. Can you fill those in using the mean of the existing values? The dataset has about 80 rows covering groups like 'biped' and 'quadruped'.”
Clean constraint count data with zero fill
“My rig records have some missing constraint_count entries — can you replace all the nulls with zero and also flag any duplicate row IDs in the same pass? It's around 60 rows from October 2026.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-04-070?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both duplicate key detection and missing value imputation for rig complexity data (bone_count, constraint_count) in a single low-cost call. It is purpose-built for 3D animation pipeline data quality workflows and processes up to 200 rows at $0.01 USDC with no external lookups or predictions.
Side effects
- Input array exceeds 200 rows — request rejected
- Invalid date format not matching YYYY-MM-DD pattern — validation error
- Unsupported imputation method value outside zero/mean/median enum — error
- Empty rows array (minItems:1 violated) — request rejected
- Numeric values outside allowed range — schema validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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