# Token Supply Snapshots — Record Quality Audit + String Normalisation + Secondary-Measure Weighted Mean

> Token Supply Snapshots — Record Quality Audit + String Normalisation + 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 2026-10-29).

Runs three local analytical reports (record quality audit, string normalisation, and secondary-measure weighted mean) on up to 200 token supply snapshot rows containing circulating_units and total_units fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-finance-11-205?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-29
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/token-supply-snapshots-record-quality-audit-string-normalisation-12d51a25
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_7ITAmpMF5g8yDSL2VCFHF

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 token-supply-snapshots-record-quality-audit-string-normalisation-12d51a25 -d '<json body>'
```

Example prompt: Can you run a record quality audit, string normalisation, and secondary-measure weighted mean on my token supply snapshot data? I've got 200 rows with circulating_units and total_units by instrument_group and date — use the circulating_units field for the weighted mean.

## When to prefer this

Choose this endpoint when you have up to 200 token supply snapshot rows (circulating_units and total_units) and need three bundled local analytics — quality audit, string normalisation, and weighted mean — in a single low-cost call ($0.01 USDC). Prefer it over separate analytics tools when you want all three reports in one round-trip without any external data lookups or live market data dependencies.

## Known failure modes

- Fewer than 1 or more than 200 rows submitted — request rejected
- Missing required fields (row_id, instrument_group, date, circulating_units, total_units) — validation error
- date field not matching YYYY-MM-DD pattern — schema validation failure
- numeric values outside ±1,000,000,000,000 range — rejected
- Invalid field enum value (must be circulating_units or total_units) — error response
- Payment of 0.01 USDC not included or fails — 402 Payment Required

## How this service works

Token supply snapshots — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied token supply snapshots records (circulating_units, total_units). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.

## Output

Three structured analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or malformed dates across the rows; (2) a string normalisation report standardising instrument_group and other string fields; and (3) a secondary-measure weighted mean computed over the specified field (circulating_units or total_units), all derived from the supplied data without any external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/token-supply-snapshots-record-quality-audit-string-normalisation-12d51a25/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)