# Render Jobs Deduplication and Weighted Mean Analysis

> Render Jobs Deduplication and Weighted Mean Analysis is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Performs exact row deduplication and secondary-measure weighted mean calculation on up to 200 render job records (render_seconds, sample_count), returning two analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-02-051?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/render-jobs-deduplication-and-weighted-mean-analysis-a17de872
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_0ihZ0To6VgoD5gsT-Zc9j

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-deduplication-and-weighted-mean-analysis-a17de872 -d '<json body>'
```

Example prompt: I have a list of render job records with render_seconds and sample_count for different asset groups — can you deduplicate the rows exactly and compute the sample_count-weighted mean of render_seconds across all entries? I have about 150 rows to process.

## When to prefer this

Choose this endpoint when you have up to 200 render job records and need both exact row-level deduplication and a secondary-measure weighted mean in a single call for $0.01 USDC. It is ideal for render pipeline analytics, media production audits, or any workflow where sample_count and render_seconds are the key metrics and you want two complementary reports without spinning up your own analytics infrastructure.

## Known failure modes

- Payload exceeds 200 rows — request rejected
- Missing required fields (row_id, date, asset_group) — validation error
- All rows are duplicates — deduplication returns empty or single-row result
- Null values in render_seconds or sample_count may affect weighted mean calculation
- Invalid date format not matching YYYY-MM-DD pattern — schema validation failure

## How this service works

Render jobs — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean 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) the input dataset after exact row deduplication (removing fully identical rows), and (2) the weighted mean of the selected measure field (render_seconds or sample_count) using the other field as the weight — all computed locally with no external lookups or predictions.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "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-deduplication-and-weighted-mean-analysis-a17de872/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)