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Supplier Qualification — Exact Row Deduplication + Numeric Distribution
x402
Supplier Qualification — Exact Row Deduplication + Numeric Distribution 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 and generates a numeric distribution report for checked_criteria or met_criteria fields across up to 200 records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Supplier qualification — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution 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) an exact row deduplication report identifying and removing fully duplicate rows from the supplied qualification records, and (2) a numeric distribution report for the selected field (checked_criteria or met_criteria), including statistical breakdowns such as frequency counts, ranges, and distribution characteristics — all computed locally with no external data lookups.
Example use cases
Cleaning duplicate vendor audit records
“I've got 150 supplier qualification rows and I think there are duplicates — can you run exact row deduplication on them and also give me a distribution breakdown of the met_criteria values?”
Procurement criteria coverage analysis
“We ran qualification checks on about 120 suppliers across different company groups. Can you deduplicate the dataset and show me how checked_criteria values are distributed numerically?”
Quality gate for supplier onboarding data
“Before we import this supplier qualification batch of 90 rows into our system, can you check for exact duplicates and generate a numeric distribution report on checked_criteria to spot any anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-02-039?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 supplier qualification records and need both exact duplicate detection and a numeric distribution analysis of criteria fields in a single low-cost call. It is ideal for pre-import data quality checks, procurement audits, and supplier onboarding pipelines where you want offline, deterministic analytics without any live lookups or external data enrichment. Prefer this over general-purpose analytics tools when you specifically work with structured supplier qualification data containing checked_criteria and met_criteria fields.
Side effects
- Input array exceeds 200 rows — request will be rejected
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) on any row causes validation error
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Numeric fields out of allowed range (beyond ±1,000,000,000,000) cause rejection
- Empty rows array (minItems:1 violated) returns error
- Invalid field enum value (not checked_criteria or met_criteria) causes error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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