# Company Record Completeness — Numeric Distribution & Category Frequencies

> Company Record Completeness — Numeric Distribution & Category Frequencies 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).

Analyzes supplied company record completeness data (populated_fields, required_fields) producing numeric distribution statistics and category frequency reports for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-01-072?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-numeric-distribution-category-frequencies-c095c0ea
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_hzerguW_MQ1LCNfdpSE7a

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-numeric-distribution-category-frequencies-c095c0ea -d '<json body>'
```

Example prompt: Can you analyze my company record completeness data — I have up to 50 rows with company_group, date, populated_fields, and required_fields — and give me a numeric distribution plus category frequency breakdown for populated_fields?

## When to prefer this

Choose this endpoint when you need fast, local statistical analysis of company record completeness data — specifically numeric distribution and category frequency reports on populated_fields or required_fields — without requiring external data enrichment or live lookups. Ideal for data quality audits, CRM hygiene checks, and reporting workflows where you already have the raw completeness metrics and need summarized statistics across company groups.

## Known failure modes

- Missing required fields (row_id, company_group, date, populated_fields, required_fields) causes validation error
- More than 200 rows submitted exceeds the per-call limit
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- Numeric values outside allowed range cause input rejection
- Empty rows array returns an error
- Payment not fulfilled results in 402 response

## How this service works

Company record completeness — Numeric distribution + Category frequencies: Numeric distribution + Category frequencies 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 analytical reports for the supplied dataset: (1) a numeric distribution of the selected field (populated_fields or required_fields) showing statistics such as min, max, mean, percentiles, and histogram-like bucketing; and (2) a category frequency breakdown showing how often each company_group value appears. Both reports operate locally on the supplied data with no external lookups, covering up to 200 input rows.

## 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-numeric-distribution-category-frequencies-c095c0ea/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)