# Unemployment Rate IQR Outlier Flags

> Unemployment Rate 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 2026-10-19).

Flags unemployment rate observations that fall beyond 1.5 times the interquartile range to identify statistical outliers in supplied data.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-finance-unemployment-outliers?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/unemployment-rate-iqr-outlier-flags-36f2cb08
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_NVtOr874tXZ70_0sBieWx

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 unemployment-rate-iqr-outlier-flags-36f2cb08 -d '<json body>'
```

Example prompt: Run an IQR outlier flag analysis on this unemployment data — I have four periods where unemployed counts are 50, 55, 50, 55 and labour force counts are 1000, 1100, 1000, 1100 — tell me which observations fall beyond 1.5 times the interquartile range.

## When to prefer this

Choose this endpoint when you need a lightweight, pay-per-call statistical outlier detection specifically for unemployment rate data using the standard IQR fence method (1.5× IQR). It is ideal for data quality screening, pre-publication audits, or automated pipeline validation of labour market figures where you supply raw unemployed and labour force counts and want a structured JSON report with formula and limitations included. Prefer alternatives if you need real-time labour market feeds, fraud detection, or outlier analysis on non-unemployment metrics.

## Known failure modes

- Fewer than 2 rows supplied — minimum array length not met
- labour_force value of 0 or negative — violates exclusiveMinimum constraint
- Missing required fields unemployed or labour_force in any row
- More than 200 rows submitted — exceeds maxItems limit
- Non-numeric values passed for unemployed or labour_force fields

## How this service works

Unemployment rate - IQR outlier flags: Flag observations beyond 1.5 times the interquartile range; statistical flags are not errors or fraud findings. Metric: Unemployment rate. Supplied figures only; returns JSON with formula, units and limitations. One of 50 calculators with 20 analysis modes. No live feed, financial advice or trade execution. 0.01 USDC includes one bounded iqr outlier flags report.

## Output

A JSON object containing IQR outlier flags for each submitted observation, along with the formula used to compute unemployment rates, measurement units, and a note on statistical limitations clarifying that flags indicate statistical distance from the IQR range and are not error or fraud findings.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "unemployed",
     "labour_force"
    ],
    "properties": {
     "unemployed": {
      "type": "number",
      "default": 50,
      "maximum": 1000000000000,
      "minimum": 0,
      "description": "Amount in a consistent supplied currency and reporting period"
     },
     "labour_force": {
      "type": "number",
      "default": 1000,
      "maximum": 1000000000000,
      "minimum": 0,
      "description": "Amount in a consistent supplied currency and reporting period",
      "exclusiveMinimum": 0
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "unemployed": 50,
     "labour_force": 1000
    },
    {
     "unemployed": 55.00000000000001,
     "labour_force": 1100
    },
    {
     "unemployed": 50,
     "labour_force": 1000
    },
    {
     "unemployed": 55.00000000000001,
     "labour_force": 1100
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/unemployment-rate-iqr-outlier-flags-36f2cb08/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)