# Transaction Fee Observations — Numeric Distribution + Equal-Width Histogram

> Transaction Fee Observations — Numeric Distribution + 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 2026-10-26).

Computes a numeric distribution summary and an equal-width histogram for user-supplied transaction fee observation records (fee_units or transaction_count).

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-finance-03-079?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-26
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/transaction-fee-observations-numeric-distribution-equal-width-histogram-d36bf17d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_zNL7P05rxsB3VjWwHGte6

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 transaction-fee-observations-numeric-distribution-equal-width-histogram-d36bf17d -d '<json body>'
```

Example prompt: Analyze the distribution of fee_units across these transaction fee records and generate an equal-width histogram with 10 bins: [{"row_id":"r1","instrument_group":"equities","date":"2025-01-15","fee_units":12.5,"transaction_count":100},{"row_id":"r2","instrument_group":"fx","date":"2025-01-16","fee_units":8.0,"transaction_count":200}].

## When to prefer this

Choose this endpoint when you have up to 200 rows of transaction fee observation records and need both a numeric distribution summary and an equal-width histogram for either fee_units or transaction_count in a single call. It is ideal for offline/local statistical analysis of fee data without requiring an external analytics platform. Prefer this over generic stats APIs when your data is finance-specific (instrument groups, dated fee observations) and you want two coordinated reports in one $0.01 USDC call.

## Known failure modes

- More than 200 rows submitted — request will be rejected or truncated
- Missing required row fields (row_id, instrument_group, date, fee_units, transaction_count) — validation error
- All values for the chosen field are null — distribution and histogram cannot be computed
- bins parameter outside 1–30 range — rejected
- Invalid date format (not YYYY-MM-DD) — schema validation error
- Numeric field values outside ±1,000,000,000,000 — rejected

## How this service works

Transaction fee observations — Numeric distribution + Equal-width histogram: Numeric distribution + Equal-width histogram for supplied transaction fee observations records (fee_units, transaction_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 for the supplied records: (1) a numeric distribution summary (e.g. mean, median, min, max, std dev, percentiles) for the chosen field (fee_units or transaction_count), and (2) an equal-width histogram with bin boundaries and frequency counts for the same field. Both reports are computed locally from 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",
     "instrument_group",
     "date",
     "fee_units",
     "transaction_count"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "fee_units": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "instrument_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "transaction_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "fee_units": 10,
     "instrument_group": "group-a",
     "transaction_count": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "fee_units": 20,
     "instrument_group": "group-b",
     "transaction_count": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "fee_units": 15,
     "instrument_group": "group-a",
     "transaction_count": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "fee_units": 30,
     "instrument_group": "group-b",
     "transaction_count": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "fee_units",
    "transaction_count"
   ],
   "type": "string",
   "default": "fee_units"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/transaction-fee-observations-numeric-distribution-equal-width-histogram-d36bf17d/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)