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Supplier Qualification Grouped Numeric Summary with Missing-Value Fill
x402
Supplier Qualification Grouped Numeric Summary with 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 2026-10-23).
Computes grouped numeric summaries and fills missing values for supplier qualification records (checked_criteria, met_criteria) across company groups, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Supplier qualification — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill for supplied supplier qualification records (checked_criteria, met_criteria). 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
Two analytical reports: (1) a grouped numeric summary showing statistics (e.g. count, sum, mean, min, max) for the selected field broken down by company_group, and (2) the dataset with missing values explicitly filled using the chosen method (zero, mean, or median) for up to 200 rows.
Example use cases
Supplier audit pass rate by group
“I have 150 supplier qualification records with company_group, checked_criteria, and met_criteria — some values are null. Can you group them by company and give me a numeric summary of checked_criteria, filling any missing values with the mean?”
Procurement data quality check with imputation
“We're auditing our vendor qualification dataset of around 90 rows. Can you fill the missing met_criteria values using the median and then produce a grouped summary report by company group so I can see how each group is performing?”
Criteria compliance summary for quarterly review
“For our quarterly supplier review I need two reports: a grouped numeric summary and a missing-value fill using zero for the checked_criteria field across all 60 of our supplier qualification rows — can you run that analysis?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-02-099?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have supplier qualification tabular data (up to 200 rows) and need both grouped descriptive statistics by company group and explicit imputation of missing numeric values in a single paid call. It is ideal for procurement analytics, vendor audits, or qualification reporting pipelines where you already have the data locally and need offline analytical summaries without any live lookup, prediction, or external data enrichment.
Side effects
- Exceeds 200-row limit — request rejected
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Invalid method enum value — rejected
- Invalid field enum value — rejected
- Empty rows array — rejected
- Numeric values outside allowed range — schema error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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