# Training Compliance IQR Outlier Flags & Date-by-Category Pivot

> Training Compliance IQR Outlier Flags & Date-by-Category Pivot is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-28).

Analyzes up to 200 training compliance records to generate IQR-based outlier flags and a date-by-category pivot report for completed and assigned courses.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-operations-10-178?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-28
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/training-compliance-iqr-outlier-flags-date-by-category-pivot-0804c5f7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_9XzMxPsrtmOJPx9407EDH

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 training-compliance-iqr-outlier-flags-date-by-category-pivot-0804c5f7 -d '<json body>'
```

Example prompt: Can you run IQR outlier detection and a date-by-category pivot on our training compliance data — I have 4 rows with team groups group-a and group-b, dates from 2026-10-01 to 2026-10-04, and I want to analyze the completed_courses field?

## When to prefer this

Choose this endpoint when you need both IQR-based statistical outlier detection and a date-by-category pivot report on training compliance data (completed_courses or assigned_courses) in a single $0.01 call for up to 200 rows. Ideal for HR analytics, L&D audits, or compliance dashboards where you supply your own data and need fast local statistical analysis without external lookups or predictions.

## Known failure modes

- Fewer than 1 row provided — returns validation error
- More than 200 rows submitted — rejected with limit error
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — schema validation failure
- Invalid date format (not YYYY-MM-DD) — pattern mismatch error
- Invalid field enum value (not completed_courses or assigned_courses) — rejected

## How this service works

Training compliance — IQR outlier flags + Date by category pivot: IQR outlier flags + Date by category pivot for supplied training compliance records (completed_courses, assigned_courses). 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 independent analytical reports: (1) IQR outlier flags identifying which rows have statistically unusual values for the selected field (completed_courses or assigned_courses), and (2) a date-by-category pivot table summarizing the selected metric grouped by date and team_group category — all computed locally without external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/training-compliance-iqr-outlier-flags-date-by-category-pivot-0804c5f7/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)