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Company Record Completeness — Category Frequencies & Secondary-Measure Weighted Mean
x402
Company Record Completeness — Category Frequencies & 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 2026-10-19).
Analyzes up to 200 company record completeness rows, returning category frequency distributions and a secondary-measure weighted mean for populated_fields or required_fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Category frequencies + Secondary-measure weighted mean: Category frequencies + 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 two analytical reports: (1) category frequency counts showing how often each company_group or date category appears across the supplied rows, and (2) a secondary-measure weighted mean of the selected field (populated_fields or required_fields), all computed locally from the supplied data with no external lookups.
Example use cases
CRM data quality audit by region
“I have completeness records for 120 company accounts grouped by region, each with a date, how many fields are populated, and how many are required — can you run the category frequency report and weighted mean for populated_fields so I can see which regions have the worst data quality?”
Monthly completeness trend by business unit
“Here are 80 rows of company record completeness data from Q3, grouped by business unit with populated_fields and required_fields — please give me the category frequencies and the secondary-measure weighted mean for required_fields so I can present the trend to leadership.”
Vendor onboarding record gap analysis
“We just onboarded 45 new vendors and tracked how many fields are populated vs required in their company profiles — run the category frequency and weighted mean analysis on populated_fields so we know which vendor groups need follow-up to complete their records.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-109?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of company record completeness data (populated_fields, required_fields) and need both a category frequency breakdown by group and a weighted mean statistic in a single low-cost call ($0.01 USDC for both reports). Prefer it over general analytics platforms when you want a lightweight, privacy-safe local computation with no external data sharing.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, company_group, date, populated_fields, required_fields) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Null values in numeric fields may affect weighted mean computation
- Payment not processed (x402) results in no response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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