# Company Record Completeness — Exact Row Deduplication + Secondary-Measure Weighted Mean

> Company Record Completeness — Exact Row Deduplication + 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 2026-10-15).

Deduplicates company record completeness rows and computes a secondary-measure weighted mean for populated_fields or required_fields across up to 200 rows, returning 2 analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-01-051?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/company-record-completeness-exact-row-deduplication-secondary-measure-15c51ba5
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_I33L4SVmZ83Ezo5fR9Fy6

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-exact-row-deduplication-secondary-measure-15c51ba5 -d '<json body>'
```

Example prompt: I have up to 200 company record completeness rows with row_id, company_group, date, populated_fields, and required_fields — can you deduplicate them exactly and compute a secondary-measure weighted mean on the populated_fields column, giving me both reports?

## When to prefer this

Choose this endpoint when you have up to 200 company record completeness rows and need both exact deduplication and a weighted mean aggregation in a single low-cost call ($0.01 USDC). It is ideal for offline/batch analytical use cases where no live data lookup, external enrichment, or prediction is needed — pure local computation on supplied data. Prefer alternatives if you need more than 200 rows, real-time enrichment, or different analytical methods such as IQR outlier flagging or histogram binning.

## Known failure modes

- Input exceeds 200 rows — request rejected
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) cause validation error
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- All rows are duplicates resulting in a single-row output with limited statistical value
- Null values in populated_fields or required_fields may reduce weighted mean accuracy
- field enum value not matching 'populated_fields' or 'required_fields' causes error

## How this service works

Company record completeness — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean 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 2 analytical reports: (1) an exact row deduplication report identifying and removing duplicate records from the input, and (2) a secondary-measure weighted mean computed over the selected field (populated_fields or required_fields) across the deduplicated rows, segmented by company_group and date.

## 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-exact-row-deduplication-secondary-measure-15c51ba5/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)