# Job Listing Inventories — Numeric Interval Filter + IQR Outlier Flags

> Job Listing Inventories — Numeric Interval Filter + 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 2026-10-15).

Applies numeric interval filtering and IQR-based outlier detection to job listing inventory records (listing_count, duplicate_listings), producing two analytical reports for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-13-130?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/job-listing-inventories-numeric-interval-filter-iqr-outlier-flags-554b3b3f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_EhK4IIlsVW7Z1-P3h3VWM

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 job-listing-inventories-numeric-interval-filter-iqr-outlier-flags-554b3b3f -d '<json body>'
```

Example prompt: Take my job listing inventory data — 4 rows with listing_count and duplicate_listings per company group — and run the numeric interval filter (minimum 0, maximum 100) plus IQR outlier flags on the listing_count field, giving me both reports.

## When to prefer this

Choose this endpoint when you need fast, self-contained statistical analysis of job listing inventory data — specifically numeric range filtering combined with IQR outlier detection — without any external data lookups or live predictions. It is ideal for data quality audits, pre-report sanity checks, or flagging anomalies in listing_count or duplicate_listings across company groups, especially when you have up to 200 rows and want two distinct analytical views in a single low-cost call.

## Known failure modes

- Supplying more than 200 rows returns an error or truncation
- Missing required fields (row_id, date, listing_count, duplicate_listings) causes validation failure
- Invalid date format (not YYYY-MM-DD) causes row rejection
- Minimum value greater than maximum value may produce empty interval results
- Null numeric values may be excluded from outlier computation
- Network or payment failure results in no reports returned

## How this service works

Job listing inventories — Numeric interval filter + IQR outlier flags: Numeric interval filter + IQR outlier flags for supplied job listing inventories records (listing_count, duplicate_listings). 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 independent analytical reports per call: (1) rows from the supplied dataset that fall within the specified numeric interval for the chosen field, and (2) IQR-based outlier flags identifying which rows contain statistically anomalous values in the chosen field. Both reports operate on the same supplied data locally with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "company_group",
     "date",
     "listing_count",
     "duplicate_listings"
    ],
    "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
     },
     "listing_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "duplicate_listings": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "company_group": "group-a",
     "listing_count": 10,
     "duplicate_listings": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "company_group": "group-b",
     "listing_count": 20,
     "duplicate_listings": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "company_group": "group-a",
     "listing_count": 15,
     "duplicate_listings": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "company_group": "group-b",
     "listing_count": 30,
     "duplicate_listings": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "listing_count",
    "duplicate_listings"
   ],
   "type": "string",
   "default": "listing_count"
  },
  "maximum": {
   "type": "number",
   "default": 100,
   "maximum": 1000000000000,
   "minimum": -1000000000000
  },
  "minimum": {
   "type": "number",
   "default": 0,
   "maximum": 1000000000000,
   "minimum": -1000000000000
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/job-listing-inventories-numeric-interval-filter-iqr-outlier-flags-554b3b3f/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)