# Rig Complexity — Exact Row Deduplication + IQR Outlier Flags

> Rig Complexity — Exact Row Deduplication + IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Deduplicates rig complexity records and flags statistical outliers using IQR analysis on bone_count and constraint_count fields for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-04-049?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/rig-complexity-exact-row-deduplication-iqr-outlier-flags-10bfa5c8
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_oiEPeyRuQoa4ZxleuHxFx

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-exact-row-deduplication-iqr-outlier-flags-10bfa5c8 -d '<json body>'
```

Example prompt: Can you deduplicate my rig complexity records and flag any IQR outliers in the bone_count field? I have data for about 50 rigs across group-a and group-b assets from October 2026 — here are the rows with row_id, asset_group, date, bone_count, and constraint_count.

## When to prefer this

Choose this endpoint when you need lightweight, local statistical data quality checks specifically on 3D rig complexity metrics (bone_count, constraint_count) — no external model, prediction, or live lookup is involved. Ideal for pre-pipeline data cleaning workflows where exact deduplication and IQR-based outlier detection on numeric rig fields are needed in a single low-cost call. Not suitable if you need predictive modeling, professional rig assessment, or datasets larger than 200 rows.

## Known failure modes

- Fewer than 1 row submitted — request rejected
- More than 200 rows submitted — exceeds batch limit
- Missing required fields (row_id, asset_group, date, bone_count, or constraint_count) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Field selector not one of 'bone_count' or 'constraint_count' — enum validation error
- All rows are identical — deduplication report shows full collapse with no unique rows remaining
- Insufficient data variance for IQR computation when dataset is very small

## How this service works

Rig complexity — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags 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 for the submitted rows: (1) an exact-row deduplication report identifying which rows are duplicates, and (2) an IQR outlier flagging report marking rows whose selected numeric field (bone_count or constraint_count) falls outside the interquartile range bounds. Reports are computed locally with no external lookups.

## 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
  },
  "field": {
   "enum": [
    "bone_count",
    "constraint_count"
   ],
   "type": "string",
   "default": "bone_count"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/rig-complexity-exact-row-deduplication-iqr-outlier-flags-10bfa5c8/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)