# Company Headcount Observations — Record Quality Audit + Equal-Width Histogram

> Company Headcount Observations — Record Quality Audit + 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 2026-10-19).

Runs two local analytical reports on supplied company headcount data: a record quality audit and an equal-width histogram, for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-12-013?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-headcount-observations-record-quality-audit-equal-width-de659236
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_6wRHbn8BplIVUpvB30NlE

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-headcount-observations-record-quality-audit-equal-width-de659236 -d '<json body>'
```

Example prompt: Can you run a record quality audit and an equal-width histogram with 10 bins on my company headcount observations? Here are 4 rows: row-1 for group-a on 2025-01-01 with headcount 120 and open_roles 5, row-2 for group-b on 2025-01-01 with headcount 340 and open_roles 12, row-3 for group-a on 2025-02-01 with headcount null and open_roles 7, row-4 for group-b on 2025-02-01 with headcount 410 and open_roles null — analyze the headcount field.

## When to prefer this

Choose this endpoint when you have up to 200 rows of company headcount or open-roles observations and need both a data quality audit and a distribution histogram in a single low-cost call. It is ideal for pre-analysis data validation workflows, quick data profiling before importing into BI tools, or spotting anomalies in workforce datasets. It is not suitable when you need live data lookup, predictive modeling, external enrichment, or more than 200 rows processed at once.

## Known failure modes

- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format (not YYYY-MM-DD) causes row validation failure
- Missing required fields (row_id, company_group, date, headcount, open_roles) cause schema validation errors
- bins parameter out of range (must be 1–30) causes rejection
- All values null in selected field results in degenerate or empty histogram
- Non-numeric values in headcount or open_roles fields cause processing errors

## How this service works

Company headcount observations — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied company headcount observations records (headcount, open_roles). 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 record quality audit covering issues like null values, out-of-range entries, and format problems in the headcount and open_roles fields; and (2) an equal-width histogram showing the frequency distribution of the selected field (headcount or open_roles) across the specified number of bins. Both reports are computed locally on the supplied data with no external lookups.

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/company-headcount-observations-record-quality-audit-equal-width-de659236/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)