# Rig Complexity IQR Outlier Flags and Secondary-Measure Weighted Mean

> Rig Complexity IQR Outlier Flags and Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-21).

Analyzes rig complexity records (bone_count, constraint_count) to flag IQR-based outliers and compute a secondary-measure weighted mean, producing two analytical reports for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-04-177?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/rig-complexity-iqr-outlier-flags-and-secondary-measure-weighted-mean-b399e60c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_0ILhuY5UK5_pYxUhPqzFX

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-iqr-outlier-flags-and-secondary-measure-weighted-mean-b399e60c -d '<json body>'
```

Example prompt: Can you flag any outlier rigs by IQR and compute the weighted mean for bone_count across these rig records: row-1 group-a 2026-10-01 bone_count=10 constraint_count=1, row-2 group-b 2026-10-02 bone_count=20 constraint_count=2, row-3 group-a 2026-10-03 bone_count=15 constraint_count=3, row-4 group-b 2026-10-04 bone_count=30 constraint_count=4 — I want both the outlier flags and the secondary-measure weighted mean in one run.

## When to prefer this

Choose this endpoint when you need simultaneous IQR-based outlier detection AND a secondary-measure weighted mean on rig complexity data (bone_count, constraint_count) in a single call for up to 200 rows, with no external data dependencies. Ideal for pipeline QA steps where 3D rig datasets need rapid statistical profiling before production handoff.

## Known failure modes

- Input array exceeds 200 rows — request will be rejected
- Missing required fields (row_id, asset_group, date, bone_count, constraint_count) — validation error
- Invalid date format (must match YYYY-MM-DD) — schema validation failure
- Null values in numeric fields may affect IQR and weighted mean calculations
- Too few data points (e.g. 1-3 rows) may produce unreliable IQR statistics

## How this service works

Rig complexity — IQR outlier flags + Secondary-measure weighted mean: IQR outlier flags + Secondary-measure weighted mean 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 analytical reports: (1) IQR outlier flags per row indicating which rig records have bone_count or constraint_count values outside the interquartile range, and (2) a secondary-measure weighted mean summarizing the selected field's distribution. Both 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-iqr-outlier-flags-and-secondary-measure-weighted-mean-b399e60c/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)