# Manufacturing Output Equal-Width Histogram

> Manufacturing Output Equal-Width Histogram 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).

Computes an equal-width histogram over manufacturing output data (units or defects) for up to 200 typed records, returning binned frequency distributions with no external enrichment.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-histogram?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/manufacturing-output-equal-width-histogram-19b9b8b7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_fTUac326_1gEzKAqjq1s2

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 manufacturing-output-equal-width-histogram-19b9b8b7 -d '<json body>'
```

Example prompt: Can you generate an equal-width histogram with 10 bins for our manufacturing units field using these 50 production line records — I want to see how our daily output is distributed across bin ranges?

## When to prefer this

Choose this endpoint when you need a fast, local equal-width histogram over manufacturing production or defect data with up to 200 records and no external data dependencies. It is ideal for quality control analysis, production output distribution checks, and quick statistical profiling of factory line data. Prefer it over general-purpose analytics tools when you want a bounded, deterministic computation at low cost ($0.01 USDC) with no latency from external API calls.

## Known failure modes

- Empty or missing rows array returns validation error
- bin count outside 1–30 range is rejected
- rows exceeding 200 records are rejected
- null values in the selected field may reduce effective record count
- invalid date format (non-YYYY-MM-DD) causes record-level rejection
- field value not in enum ['units','defects'] returns schema error
- row_id missing or empty string fails required field validation

## How this service works

Manufacturing output - Equal-width histogram: Equal-width histogram for Manufacturing output. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded equal-width histogram deliverable.

## Output

Returns a binned histogram over the selected numeric field (units or defects) with equal-width intervals. Each bin includes its lower and upper boundary and the count of records falling within that range. May also include data-quality indicators such as null counts or out-of-range values. No external enrichment or forecasting is performed — purely local statistical computation on the supplied records.

## 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",
     "line",
     "date",
     "units",
     "defects"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "line": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "units": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "defects": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "line": "group-a",
     "units": 10,
     "row_id": "row-1",
     "defects": 1
    },
    {
     "date": "2026-10-02",
     "line": "group-b",
     "units": 20,
     "row_id": "row-2",
     "defects": 2
    },
    {
     "date": "2026-10-03",
     "line": "group-a",
     "units": 15,
     "row_id": "row-3",
     "defects": 3
    },
    {
     "date": "2026-10-04",
     "line": "group-b",
     "units": 30,
     "row_id": "row-4",
     "defects": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "units",
    "defects"
   ],
   "type": "string",
   "default": "units"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/manufacturing-output-equal-width-histogram-19b9b8b7/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)