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Supplier Qualification — Exact Row Deduplication + Secondary-Measure Weighted Mean
x402
Supplier Qualification — Exact Row Deduplication + 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 2026-10-23).
Deduplicates supplier qualification records exactly by row and computes a weighted mean on a secondary measure (checked_criteria or met_criteria) across up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Supplier qualification — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean 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: one showing the results of exact row deduplication across the supplied supplier qualification records, and one showing the secondary-measure weighted mean (for either checked_criteria or met_criteria) grouped by company_group. No external lookups or predictions are made; all computation is performed locally on the supplied data.
Example use cases
Procurement team deduplicating audit records
“We collected supplier qualification audit records from multiple sources and there are duplicate rows — can you deduplicate them and compute a weighted mean on checked_criteria across company groups, using these rows: row-1 group-a 2026-10-01 checked=10 met=1, row-2 group-b 2026-10-02 checked=20 met=2, row-3 group-a 2026-10-03 checked=15 met=3?”
Supplier pass-rate weighted average by group
“I want to know the weighted average of met_criteria across my supplier groups after removing any duplicate rows — here are 150 supplier qualification records with row_id, company_group, date, checked_criteria, and met_criteria. Use met_criteria as the secondary measure field.”
Vendor qualification data cleanup before reporting
“Before I submit our quarterly vendor qualification report, can you run exact deduplication on these supplier records and give me a weighted mean report on checked_criteria? I have about 80 rows across four company groups with dates, checked_criteria, and met_criteria values.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-02-051?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have a batch of supplier qualification records (up to 200 rows) and need both exact duplicate removal and a weighted mean computed on a secondary numeric measure (checked_criteria or met_criteria) in a single paid call. It is ideal for procurement analytics pipelines that require clean, deduplicated data summaries without any live lookups, predictions, or external integrations.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) — validation error
- Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure
- Invalid field enum value (must be 'checked_criteria' or 'met_criteria') — rejected
- All rows are duplicates, leaving no data for weighted mean — empty or degenerate report
- Numeric values outside allowed range (±1,000,000,000,000) — schema rejection
- Payment of 0.01 USDC not processed correctly — access denied
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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