# Ticket Escalations IQR Outlier Flags

> Ticket Escalations 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 2026-10-21).

Detects IQR-based statistical outliers in ticket escalation records across up to 200 supplied rows, returning a bounded descriptive analytics report.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-analytics-ticket-escalations-outliers?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/ticket-escalations-iqr-outlier-flags-9facd53b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Q_ZAMx8RVRylMtmeUhMan

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 ticket-escalations-iqr-outlier-flags-9facd53b -d '<json body>'
```

Example prompt: Can you flag the outlier records in my ticket escalation data? I have rows with date, team, tickets, and escalations — run IQR outlier detection on the escalations field across these records: row-1 (group-a, 2025-01-01, 50 tickets, 2 escalations), row-2 (group-b, 2025-01-02, 48 tickets, 95 escalations), row-3 (group-a, 2025-01-03, 52 tickets, 3 escalations).

## When to prefer this

Choose this endpoint when you need fast, local IQR-based outlier detection on ticket escalation records (up to 200 rows) without any external data enrichment or forecasting. It is specifically scoped to the ticket escalations domain with structured fields for team, date, tickets, and escalations — making it more targeted than a general statistical outlier service. Ideal for pre-reporting audits, anomaly screening, or quality checks on helpdesk data at $0.01 per call.

## Known failure modes

- Input array empty or missing — returns validation error
- More than 200 rows supplied — rejected with maxItems error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Unknown field value other than 'tickets' or 'escalations' — enum validation error
- row_id missing or empty — required field violation
- Payment not provided or insufficient — x402 payment required response

## How this service works

Ticket escalations - IQR outlier flags: IQR outlier flags for Ticket escalations. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded iqr outlier flags report.

## Output

Returns a bounded IQR outlier flags report for each supplied row, indicating which records fall outside the interquartile range for the selected field (tickets or escalations). No forecasting or external enrichment is performed — output is purely local descriptive analytics on the supplied dataset.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/ticket-escalations-iqr-outlier-flags-9facd53b/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)