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Packaging Usage Quality Audit & Weighted Mean
x402
Packaging Usage Quality Audit & 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 2026-10-31).
Runs a data quality audit and secondary-measure weighted mean on packaging usage records (packages_sent, material_grams) for up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Packaging usage — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied packaging usage records (packages_sent, material_grams). 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 reports: (1) a record quality audit highlighting completeness, validity, or anomaly issues across the submitted packaging rows, and (2) a weighted mean calculation for the selected field (packages_sent or material_grams). Both are computed locally with no external lookups.
Example use cases
Retail packaging data quality check
“I have packaging shipment records from our retail stores — each row has a row ID, store group, date, packages sent, and material grams. Can you audit those rows for data quality issues and also give me a weighted mean on packages_sent?”
Material weight analytics for sustainability report
“Before I submit our sustainability report, can you validate my packaging material data for quality problems and compute a weighted mean on material_grams across all our store groups? I have about 120 rows covering last quarter.”
Pre-pipeline packaging data validation
“We're loading packaging usage records into our data warehouse — about 80 rows with packages_sent and material_grams per store group. Can you run a quality audit and weighted mean on material_grams before we commit the data?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-retail-17-016?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two simultaneous analytical reports — a quality audit plus a weighted mean — on packaging usage data (packages_sent, material_grams) without any external lookups or predictions. Ideal for pre-pipeline data validation, sustainability reporting prep, or operational analytics on retail packaging records of up to 200 rows at a very low cost ($0.01 USDC for both reports).
Side effects
- More than 200 rows submitted — request exceeds row limit
- Missing required fields (row_id, date, packages_sent, material_grams) — validation error
- Invalid date format (must be YYYY-MM-DD) — pattern mismatch error
- Numeric values outside allowed range (-1e12 to 1e12) — schema rejection
- Invalid field enum value — must be 'packages_sent' or 'material_grams'
- Payment not provided or insufficient — x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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