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Company Record Completeness — Grouped Numeric Summary & Category Frequencies
x402
Company Record Completeness — Grouped Numeric Summary & 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 up to 200 company record completeness rows, producing a grouped numeric summary and category frequency report for populated_fields and required_fields across company groups.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Grouped numeric summary + Category frequencies: Grouped numeric summary + 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 reports: (1) a grouped numeric summary showing statistics (e.g. min, max, mean, count) for the selected field (populated_fields or required_fields) broken down by company_group, and (2) a category frequency table showing how often each company_group appears in the dataset. Covers up to 200 input rows with no external lookups.
Example use cases
CRM data quality audit by region
“I have 150 company records with populated_fields and required_fields counts grouped by region. Can you give me a grouped numeric summary and frequency breakdown for populated_fields so I can see which regions have the most complete data?”
Weekly completeness trend by business unit
“I've got company completeness rows dated from 2026-09-01 to 2026-09-30 with group labels like 'sales', 'finance', and 'ops'. Run both a numeric summary and category frequency report on required_fields so I can track completeness by business unit.”
Data migration readiness check
“Before we migrate, I need to check how complete our company records are — I have 80 rows across three company groups. Can you summarize the populated_fields numerically by group and show me the category frequencies so I know where the gaps are?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-086?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular company record completeness data (with populated_fields and required_fields counts) and need quick grouped statistics and frequency analysis without setting up a local analytics environment. Ideal for lightweight, pay-per-use data quality reporting on up to 200 rows when no external enrichment or prediction is needed.
Side effects
- Fewer than 1 row submitted — request rejected
- More than 200 rows submitted — exceeds limit
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) — validation error
- Date field not matching YYYY-MM-DD pattern — schema validation failure
- Numeric field values outside allowed range — validation error
- Invalid field enum value — schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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