# Metadata Completeness — Exact Row Deduplication + Equal-Width Histogram

> Metadata Completeness — Exact Row Deduplication + 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 2026-10-24).

Deduplicates exact rows and generates an equal-width histogram for metadata completeness records (present_fields, expected_fields) across up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-web-05-048?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-24
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/metadata-completeness-exact-row-deduplication-equal-width-histogram-ce2ff525
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_97rnUGIZQT9zzdVB_2ixn

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 metadata-completeness-exact-row-deduplication-equal-width-histogram-ce2ff525 -d '<json body>'
```

Example prompt: Deduplicate my metadata completeness records and give me a 10-bin equal-width histogram of the present_fields values — I have about 150 rows across site groups like 'us-east' and 'eu-west' with dates in October 2026.

## When to prefer this

Choose this endpoint when you need both exact-duplicate removal and a frequency-distribution histogram on metadata completeness fields in a single low-cost call. It is ideal for data quality audits on small-to-medium datasets (up to 200 rows) where you want local analytical computation without any external lookups, predictions, or live data access. Prefer it over general analytics tools when you need a fast, cheap ($0.01 USDC), self-contained report on present_fields or expected_fields distributions.

## Known failure modes

- More than 200 rows submitted — request will be rejected or truncated
- Missing required row fields (row_id, date, present_fields, expected_fields) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- bins value outside 1–30 range returns a validation error
- null values in present_fields or expected_fields may affect histogram computation
- Malformed JSON body returns a 400-level error

## How this service works

Metadata completeness — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied metadata completeness records (present_fields, expected_fields). 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) exact row deduplication results showing which rows are unique vs. duplicated, and (2) an equal-width histogram over the selected field (present_fields or expected_fields) with the specified number of bins and frequency counts per bin.

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/metadata-completeness-exact-row-deduplication-equal-width-histogram-ce2ff525/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)