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Manufacturing Output Numeric Distribution
x402
Manufacturing Output 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 2026-10-14).
Computes a numeric distribution (histogram/summary) for manufacturing output fields (units or defects) across up to 200 typed production records, with local data-quality processing.
Price / call$0.01
Success—
StatusUnknown
How this service works
Manufacturing output - Numeric distribution: Numeric distribution for Manufacturing output. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded numeric distribution deliverable.
Output
A bounded numeric distribution deliverable for the selected field (units or defects) across the supplied manufacturing records, including frequency/histogram data and local data-quality assessments. No external enrichment or forecasting is included.
Example use cases
Defect rate distribution audit
“I have 50 daily production records with defect counts per line — can you compute a numeric distribution across all those defect values so I can see how they're spread out?”
Units output profiling for QC report
“Run a numeric distribution on the units field for these manufacturing records from our assembly lines this quarter — I need to understand the shape of our output volume.”
Line-level data quality check
“Before I submit my monthly report, can you profile the numeric distribution of units produced across my 120 production line entries and flag any data-quality issues?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-describe?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, local numeric distribution or histogram profile for manufacturing output data (units or defects) on up to 200 records, without requiring external enrichment, forecasting, or network lookups. Ideal for data quality checks, QC reporting, or exploratory profiling of production line data at low cost ($0.01 USDC per call).
Side effects
- Fewer than 1 row supplied — minimum 1 record required
- More than 200 rows supplied — exceeds maxItems limit
- Invalid date format (must be YYYY-MM-DD)
- Field value not in enum ['units','defects'] — will return validation error
- row_id missing or empty — required field
- Units or defects values outside allowed numeric range
- Malformed JSON body — parse error returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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