# Company Record Completeness — Equal-Width Histogram & Keyed Dataset Comparison

> Company Record Completeness — Equal-Width Histogram & Keyed Dataset Comparison 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 two analytical reports on company record completeness data: an equal-width histogram of a chosen field and a keyed dataset comparison between two supplied datasets, for up to 200 rows each.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-01-174?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-equal-width-histogram-keyed-dataset-ba149ff0
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_WkSLKcJVz35hdgV0HX0hH

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-equal-width-histogram-keyed-dataset-ba149ff0 -d '<json body>'
```

Example prompt: Can you run a histogram and dataset comparison on our company record completeness data? I have two groups — group-a and group-b — with populated_fields and required_fields counts for each row across October 2026. Use 10 bins and analyze the populated_fields metric.

## When to prefer this

Choose this endpoint when you have up to 200 company records with populated_fields and required_fields counts and need both a distribution view (histogram) and a side-by-side comparison between two datasets in a single low-cost call. It is ideal for data quality audits, CRM completeness checks, or migration validation where you supply your own data and need local analytical computation without any live lookups or external data enrichment.

## Known failure modes

- More than 200 rows submitted — endpoint rejects or truncates input
- Missing required row fields (row_id, company_group, date, populated_fields, required_fields) causes validation error
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- bins value outside 1–30 range causes rejection
- Null values in populated_fields or required_fields may affect histogram accuracy
- Mismatched row_ids between primary and comparison dataset reduces keyed comparison coverage

## How this service works

Company record completeness — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison 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: (1) an equal-width histogram breaking the chosen field (populated_fields or required_fields) into up to 30 bins, showing distribution of company records across completeness ranges; and (2) a keyed dataset comparison report matching rows between the primary and secondary dataset by row_id, highlighting differences in completeness metrics. No external lookups or live data — all computation is performed on the supplied rows.

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/company-record-completeness-equal-width-histogram-keyed-dataset-ba149ff0/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)