# Partnership Pipeline IQR Outlier Flags + Missing Value Fill

> Partnership Pipeline IQR Outlier Flags + 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 2026-10-15).

Runs IQR-based outlier detection and missing-value imputation on partnership pipeline data (qualified_partners, active_partners) for up to 200 rows, returning two analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-09-180?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/partnership-pipeline-iqr-outlier-flags-missing-value-fill-ad8803b6
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_p0ia7ibYCEEygxhaVlfzm

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 partnership-pipeline-iqr-outlier-flags-missing-value-fill-ad8803b6 -d '<json body>'
```

Example prompt: Check our partner pipeline data for outliers using IQR and fill any missing qualified_partners values with the median — here are the rows: group-a on 2026-10-01 had 10 qualified and 1 active, group-b on 2026-10-02 had 20 qualified and 2 active, group-a on 2026-10-03 had null qualified and 3 active, group-b on 2026-10-04 had 30 qualified and 4 active.

## When to prefer this

Choose this endpoint when you need both IQR outlier flagging and missing-value imputation on partnership pipeline data in a single call, without requiring any external data sources or live lookups. It is ideal for batch data quality preprocessing of up to 200 partner records before reporting, dashboarding, or further analysis. Prefer this over general-purpose analytics tools when your data specifically tracks qualified_partners and active_partners across company groups and dates.

## Known failure modes

- Fewer than 1 row submitted — minimum 1 row required
- More than 200 rows submitted — max batch size exceeded
- Invalid date format (must be YYYY-MM-DD)
- Missing required fields (row_id, company_group, date)
- Numeric values outside allowed range (-1T to +1T)
- Invalid method enum value (must be zero, mean, or median)
- Invalid field enum value (must be qualified_partners or active_partners)

## How this service works

Partnership pipeline — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied partnership pipeline records (qualified_partners, active_partners). 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

Two analytical reports per call: one identifying rows where qualified_partners or active_partners fall outside IQR-defined bounds (flagged as outliers), and one with missing values in the specified field filled using the chosen method (zero, mean, or median). Reports are based entirely on the supplied data with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "company_group",
     "date",
     "qualified_partners",
     "active_partners"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "company_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "active_partners": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "qualified_partners": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "company_group": "group-a",
     "active_partners": 1,
     "qualified_partners": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "company_group": "group-b",
     "active_partners": 2,
     "qualified_partners": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "company_group": "group-a",
     "active_partners": 3,
     "qualified_partners": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "company_group": "group-b",
     "active_partners": 4,
     "qualified_partners": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "qualified_partners",
    "active_partners"
   ],
   "type": "string",
   "default": "qualified_partners"
  },
  "method": {
   "enum": [
    "zero",
    "mean",
    "median"
   ],
   "type": "string",
   "default": "median"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/partnership-pipeline-iqr-outlier-flags-missing-value-fill-ad8803b6/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)