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Company Record Completeness Analyzer — Category Frequencies & Missing-Value Fill
x402
Company Record Completeness Analyzer — Category Frequencies & Missing-Value Fill 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).
Computes category-frequency distributions and fills missing values (populated_fields or required_fields) using zero, mean, or median imputation for up to 200 company record completeness rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Category frequencies + Explicit missing-value fill: Category frequencies + Explicit missing-value fill 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) a category-frequency report showing how often each company_group appears across the supplied rows, and (2) a missing-value fill report where null populated_fields or required_fields values are replaced using the chosen method (zero, mean, or median). No external data is fetched; all analysis is local to the submitted rows.
Example use cases
CRM data completeness audit by segment
“I've got 80 rows of CRM company records with company_group and populated_fields. Can you compute how often each company group appears and fill in any missing populated_fields values using mean imputation?”
Required fields gap analysis for data governance
“I need to analyze 120 company records — can you give me a frequency breakdown by company_group and use zero-fill to replace any null required_fields values so I can report on data coverage gaps?”
Pre-enrichment completeness check for sales data
“Before we enrich our sales database, I want to know the category frequencies across company groups and have missing populated_fields values filled with the median — I have about 60 rows to check.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-112?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, offline, two-report batch analysis of company record completeness data — specifically category frequency counts by company group and explicit missing-value imputation — without any live data lookup or external enrichment. It is ideal for small-to-medium datasets (up to 200 rows) where you want deterministic, reproducible results at very low cost ($0.01 per call covering both reports).
Side effects
- Fewer than 1 row or more than 200 rows submitted — violates minItems/maxItems constraint
- Invalid date format (must be YYYY-MM-DD) — schema pattern validation failure
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) on any row
- Invalid method enum value (must be zero, mean, or median)
- Invalid field enum value (must be populated_fields or required_fields)
- populated_fields or required_fields values outside allowed numeric range
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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