# Render Jobs Equal-Width Histogram and IQR Outlier Flags

> Render Jobs Equal-Width Histogram and 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 2026-10-22).

Generates an equal-width histogram and IQR-based outlier flags for render job records (render_seconds or sample_count) across up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-02-170?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-22
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/render-jobs-equal-width-histogram-and-iqr-outlier-flags-b0876c3e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_uiCv5-jcWcdpFrMt1KPNQ

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 render-jobs-equal-width-histogram-and-iqr-outlier-flags-b0876c3e -d '<json body>'
```

Example prompt: Analyze these render job records for me — flag any outliers using IQR and give me a 10-bin equal-width histogram on render_seconds: [row-1, group-a, 2026-10-01, render_seconds=120, sample_count=5], [row-2, group-b, 2026-10-02, render_seconds=300, sample_count=8], [row-3, group-a, 2026-10-03, render_seconds=115, sample_count=6].

## When to prefer this

Choose this endpoint when you need fast, local statistical analysis (histogram + IQR outlier detection) on render job performance data without requiring an external analytics platform. It is ideal when you have up to 200 render job records and want two complementary reports (distribution + outlier flags) in a single cheap API call. Prefer this over general-purpose analytics APIs when your data is already structured as render job records with render_seconds and sample_count fields.

## Known failure modes

- Missing required fields (row_id, date, render_seconds, sample_count) returns validation error
- Exceeding 200 rows results in rejection
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- All-null values in the selected field may produce degenerate histogram
- Bin count outside 1–30 range is rejected
- Payment of 0.01 USDC not included causes 402 Payment Required response

## How this service works

Render jobs — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied render jobs records (render_seconds, sample_count). 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 analytical reports: (1) an equal-width histogram showing the distribution of the selected field (render_seconds or sample_count) across configurable bins, and (2) IQR-based outlier flags identifying which rows fall outside the interquartile range. Both reports are computed locally from the supplied data with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "bins": {
   "type": "integer",
   "default": 5,
   "maximum": 30,
   "minimum": 1
  },
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "asset_group",
     "date",
     "render_seconds",
     "sample_count"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "asset_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "sample_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "render_seconds": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "asset_group": "group-a",
     "sample_count": 1,
     "render_seconds": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "asset_group": "group-b",
     "sample_count": 2,
     "render_seconds": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "asset_group": "group-a",
     "sample_count": 3,
     "render_seconds": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "asset_group": "group-b",
     "sample_count": 4,
     "render_seconds": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "render_seconds",
    "sample_count"
   ],
   "type": "string",
   "default": "render_seconds"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/render-jobs-equal-width-histogram-and-iqr-outlier-flags-b0876c3e/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)