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Vendor Evaluation Duplicate Key Report + Numeric Distribution Analyzer
x402
Vendor Evaluation Duplicate Key Report + Numeric Distribution Analyzer 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).
Runs two local analytical reports on vendor evaluation records: a duplicate key report and a numeric distribution analysis for supplied_score or maximum_score fields, up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Vendor evaluation — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied vendor evaluation records (supplied_score, maximum_score). 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 independent analytical reports: (1) a duplicate key report identifying any repeated row_id values in the supplied records, and (2) a numeric distribution report for the chosen field (supplied_score or maximum_score), including statistical metrics such as min, max, mean, and frequency buckets. Both reports are computed locally with no external lookups. Up to 200 rows per call.
Example use cases
Vendor scorecard data quality audit
“I have a list of 50 vendor evaluation entries with row IDs, company groups, dates, and their supplied and maximum scores. Can you check them for duplicate keys and also give me a distribution breakdown of the supplied_score values?”
Procurement team score spread analysis
“We uploaded vendor scores from last quarter — about 120 rows — and I need to know if any row IDs are duplicated and what the numeric distribution looks like for the maximum_score field across all entries.”
Supplier evaluation dataset validation
“Before we finalize our supplier rankings, can you run a duplicate key report and a numeric distribution analysis on our evaluation dataset? It has company_group, date, supplied_score, and maximum_score columns and about 80 rows — check the supplied_score field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-10-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously check for duplicate key entries and analyze the numeric distribution of vendor evaluation scores in a single API call. It is ideal for data quality validation pipelines processing up to 200 vendor evaluation rows where you want both a uniqueness audit and statistical distribution insight without any external lookup or live data dependency. Prefer it over single-report alternatives when you need both report types bundled at a low fixed cost.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, company_group, date, supplied_score, maximum_score) cause schema rejection
- Invalid date format (not YYYY-MM-DD) causes a pattern validation error
- Empty rows array is rejected (minItems: 1)
- Numeric values outside the allowed range trigger a schema error
- Invalid field enum value (not supplied_score or maximum_score) causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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