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Supplier Qualification — Exact Row Deduplication + Category Frequencies
x402
Supplier Qualification — Exact Row Deduplication + 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 2026-10-15).
Deduplicates supplier qualification rows exactly and computes category-level frequency distributions for checked_criteria and met_criteria fields across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Supplier qualification — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies 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
Returns two analytical reports: (1) a deduplicated set of the input rows with duplicates identified and removed, and (2) a category frequency table showing how often each company_group, checked_criteria, and met_criteria value appears across the supplied records — all computed locally without external lookups.
Example use cases
Cleaning procurement audit dataset
“I've got 150 supplier qualification rows with company_group, date, checked_criteria, and met_criteria — some rows might be duplicates. Can you remove the exact duplicates and tell me how often each company group and criteria value appears?”
Identifying over-represented vendor groups
“Here are my 80 supplier qualification records. I want to know which company groups show up most frequently and whether any rows are identical so I can clean the dataset before reporting.”
Summarizing criteria pass rates by category
“I need a frequency count of checked_criteria and met_criteria values across my 200 supplier qualification records, plus exact deduplication so I'm not double-counting any rows.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-02-041?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 supplier qualification records and need both exact duplicate removal and category-level frequency analysis in a single $0.01 call. It is ideal for data cleaning and basic descriptive analytics on supplier qualification datasets without needing external data sources, predictions, or professional assessments. Prefer alternatives if you need fuzzy matching, more than 200 rows, or predictive scoring.
Side effects
- Input array exceeds 200 rows — rejected with validation error
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) — row-level validation failure
- Invalid date format (not YYYY-MM-DD) — pattern validation error
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — schema rejection
- Empty rows array — minItems:1 violation
- Payment not attached or insufficient USDC — x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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