# Transformation Throughput — Base-100 Series + Secondary-Measure Weighted Mean

> Transformation Throughput — Base-100 Series + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-28).

Computes a base-100 indexed series and a secondary-measure weighted mean for transformation throughput records (processed_rows, duration_seconds) using local analytical engines.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-analytics-13-166?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-28
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/transformation-throughput-base-100-series-secondary-measure-weighted-c8106bcf
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_7VRBRrcVUzh-fouzAl4VV

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 transformation-throughput-base-100-series-secondary-measure-weighted-c8106bcf -d '<json body>'
```

Example prompt: Take my transformation throughput records — row IDs row-1 through row-4, dates 2026-10-01 to 2026-10-04, dataset groups group-a and group-b, with processed_rows values 10, 20, 15, 30 and duration_seconds 1, 2, 3, 4 — and give me a base-100 index series anchored to the first row plus a secondary-measure weighted mean, using processed_rows as the primary field.

## When to prefer this

Choose this endpoint when you need two complementary statistical summaries of transformation throughput data in a single call: a base-100 normalized index series for trend visualization and a secondary-measure weighted mean for aggregate performance assessment. It is ideal for data engineering dashboards, ETL performance reporting, and pipeline benchmarking scenarios where up to 200 records need offline analytical processing without any external data dependencies.

## Known failure modes

- Fewer than 1 or more than 200 rows submitted — request rejected
- base_index out of range (0–199) or exceeding actual row count — error returned
- null values in processed_rows or duration_seconds may affect weighted mean calculation
- Malformed date strings not matching YYYY-MM-DD pattern — validation failure
- Zero or negative weight values in the weighting field may produce undefined or misleading weighted means

## How this service works

Transformation throughput — Base-100 series + Secondary-measure weighted mean: Base-100 series + Secondary-measure weighted mean for supplied transformation throughput records (processed_rows, duration_seconds). 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) a base-100 indexed time series for the selected primary field (processed_rows or duration_seconds), where the value at base_index is set to 100 and all others are scaled proportionally; and (2) a secondary-measure weighted mean, where one field's values are averaged using the other field as weights. Both reports are computed locally without external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "dataset_group",
     "date",
     "processed_rows",
     "duration_seconds"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "dataset_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "processed_rows": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "duration_seconds": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "dataset_group": "group-a",
     "processed_rows": 10,
     "duration_seconds": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "dataset_group": "group-b",
     "processed_rows": 20,
     "duration_seconds": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "dataset_group": "group-a",
     "processed_rows": 15,
     "duration_seconds": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "dataset_group": "group-b",
     "processed_rows": 30,
     "duration_seconds": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "processed_rows",
    "duration_seconds"
   ],
   "type": "string",
   "default": "processed_rows"
  },
  "base_index": {
   "type": "integer",
   "default": 0,
   "maximum": 199,
   "minimum": 0
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/transformation-throughput-base-100-series-secondary-measure-weighted-c8106bcf/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)