# Company Record Completeness — Duplicate Key Report + Numeric Distribution

> Company Record Completeness — Duplicate Key Report + 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 2026-10-19).

Generates a duplicate key report and numeric distribution analysis for company record completeness data (populated_fields, required_fields) across up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-01-055?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/company-record-completeness-duplicate-key-report-numeric-distribution-342a2452
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_esBC106uRJlqlpmTv0Ui1

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 company-record-completeness-duplicate-key-report-numeric-distribution-342a2452 -d '<json body>'
```

Example prompt: Can you run a duplicate key report and numeric distribution on my company record completeness data? I have rows with company_group, date, populated_fields, and required_fields — analyze the populated_fields column across my 50 records.

## When to prefer this

Choose this endpoint when you need fast, local analytical reports on company record completeness data without any external lookups or live data enrichment. It is ideal for data quality pipelines that need duplicate detection and numeric spread analysis on small-to-medium batches (up to 200 rows) in a single low-cost call. Prefer this over general-purpose analytics tools when working specifically with populated_fields and required_fields completeness metrics.

## Known failure modes

- Fewer than 1 row submitted — rejected with validation error
- More than 200 rows submitted — rejected with maxItems violation
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) — schema validation failure
- Invalid date format (non-YYYY-MM-DD) — pattern validation error
- Invalid field selector (not 'populated_fields' or 'required_fields') — enum validation error
- All null numeric values may produce degenerate distribution output

## How this service works

Company record completeness — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied company record completeness records (populated_fields, required_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 independent analytical reports: (1) a duplicate key report identifying any rows sharing the same key combination, and (2) a numeric distribution (e.g. histogram or summary statistics) for the selected field (populated_fields or required_fields), covering up to 200 supplied rows. No external data is fetched — analysis is performed locally on the submitted records.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/company-record-completeness-duplicate-key-report-numeric-distribution-342a2452/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)