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Supplier Qualification — String Normalisation + Missing-Value Fill
x402
Supplier Qualification — String Normalisation + 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 2026-11-02).
Normalises string fields and fills missing values in supplier qualification records (checked_criteria, met_criteria) for up to 200 rows, returning 2 analytical reports per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Supplier qualification — String normalisation + Explicit missing-value fill: String normalisation + 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 independent analytical reports per call: one covering string normalisation results and one covering explicit missing-value fills for the specified field (checked_criteria or met_criteria), applied to up to 200 supplied supplier qualification rows. No external lookups or predictions — all processing is local.
Example use cases
Impute missing criteria scores for procurement
“I have 120 supplier qualification rows where some checked_criteria values are null — can you fill them using mean imputation and normalise the strings so the data is consistent before I load it into our system?”
Standardise vendor qualification data export
“My vendor qualification export has messy strings and a bunch of missing met_criteria values across about 60 rows — please normalise everything and fill the blanks using median so I can run a comparison report.”
Prepare qualification data for compliance audit
“Before our compliance audit I need to clean up this dataset of 200 supplier qualification records — normalise all the string fields and zero-fill any missing checked_criteria values so there are no gaps.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-02-037?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a cheap, fast, local transformation of supplier qualification records — specifically string normalisation and explicit missing-value imputation (zero, mean, or median) for checked_criteria or met_criteria columns — without any external lookup, prediction, or professional assessment. Ideal for pre-processing up to 200 rows before downstream analytics or compliance reporting.
Side effects
- More than 200 rows submitted — request rejected with validation error
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) — row rejected or error returned
- Invalid date format (non YYYY-MM-DD) — schema validation failure
- Invalid method enum value (not zero/mean/median) — request rejected
- Invalid field enum value (not checked_criteria/met_criteria) — request rejected
- Empty rows array — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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