# Rig Complexity Deduplication and Correlation Analysis

> Rig Complexity Deduplication and Correlation Analysis is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).

Performs exact row deduplication and Pearson/rank correlation between bone_count and constraint_count on up to 200 rig complexity records, returning two analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-04-050?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-22
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/rig-complexity-deduplication-and-correlation-analysis-941c049e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_ECb8ZmDJsNh5p6cRrNAx5

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability rig-complexity-deduplication-and-correlation-analysis-941c049e -d '<json body>'
```

Example prompt: I have a dataset of 120 rig complexity records with bone_count and constraint_count values across several asset groups — can you deduplicate the exact duplicate rows and also compute the correlation between bone_count and constraint_count? I'll supply the rows as JSON.

## When to prefer this

Choose this endpoint when you need both exact row deduplication and two-measure correlation (bone_count vs constraint_count) on rig complexity data in a single low-cost call. It is purpose-built for 3D animation rigging pipelines where datasets are under 200 rows and you want offline, deterministic analysis without any live lookups or external model inference. Prefer it over generic data tools when your data matches the rig complexity schema (bone_count, constraint_count, asset_group, date).

## Known failure modes

- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, asset_group, date, bone_count, constraint_count) cause schema rejection
- Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure
- Null values in bone_count or constraint_count may affect correlation computation
- Empty rows array (minItems:1 violated) returns an error
- Payment failure or insufficient USDC balance prevents execution

## How this service works

Rig complexity — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation 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) an exact-row deduplication report identifying which rows are duplicates and a deduplicated row set, and (2) a two-measure correlation report quantifying the statistical relationship between bone_count and constraint_count across the supplied rows. No external lookups or predictions are made; all analysis is local and deterministic.

## Request schema (JSON Schema)

```json
{
 "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
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/rig-complexity-deduplication-and-correlation-analysis-941c049e/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)