# Shipment Costs Numeric Distribution

> Shipment Costs Numeric Distribution 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).

Computes a numeric distribution profile (min, max, mean, percentiles, etc.) for shipment cost or weight data across up to 200 shipment records.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-shipment-costs-describe?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/shipment-costs-numeric-distribution-f3d9842e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_nV97p5q2v6NBkY5e5g2z-

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 shipment-costs-numeric-distribution-f3d9842e -d '<json body>'
```

Example prompt: Can you run a numeric distribution analysis on my shipping cost data? I have 4 shipment records: row-1 on 2026-10-01 via group-a, 10kg, $1; row-2 on 2026-10-02 via group-b, 20kg, $2; row-3 on 2026-10-03 via group-a, 15kg, $3; row-4 on 2026-10-04 via group-b, 30kg, $4 — and I want the distribution computed on the shipping_cost field.

## When to prefer this

Choose this endpoint when you need a fast, local numeric distribution summary (min, max, mean, percentiles, data quality) for shipment cost or weight data on up to 200 records and do not require external enrichment, forecasting, or comparison against market benchmarks. It is well-suited for quick data-quality audits or statistical profiling within logistics workflows at very low cost ($0.01 per call).

## Known failure modes

- Fewer than 1 row supplied returns a validation error
- More than 200 rows supplied exceeds the batch limit
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Numeric fields outside the allowed range cause rejection
- Missing required fields (row_id, carrier, date, weight_kg, shipping_cost) cause record-level errors
- Field selector not one of 'weight_kg' or 'shipping_cost' returns an enum validation error

## How this service works

Shipment costs - Numeric distribution: Numeric distribution for Shipment costs. 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 numeric distribution deliverable.

## Output

Returns a bounded numeric distribution profile for the selected field (weight_kg or shipping_cost) across the supplied shipment records, including statistics such as min, max, mean, percentiles, and data-quality indicators — computed entirely locally with no external enrichment.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/shipment-costs-numeric-distribution-f3d9842e/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)