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Manufacturing Output Equal-Width Histogram
x402
Manufacturing Output Equal-Width Histogram 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).
Computes an equal-width histogram over manufacturing output data (units or defects) for up to 200 typed records, returning binned frequency distributions with no external enrichment.
Price / call$0.01
Success—
StatusUnknown
How this service works
Manufacturing output - Equal-width histogram: Equal-width histogram 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 equal-width histogram deliverable.
Output
Returns a binned histogram over the selected numeric field (units or defects) with equal-width intervals. Each bin includes its lower and upper boundary and the count of records falling within that range. May also include data-quality indicators such as null counts or out-of-range values. No external enrichment or forecasting is performed — purely local statistical computation on the supplied records.
Example use cases
Defect rate distribution analysis
“Run an equal-width histogram on my defect counts using 8 bins — here are 120 daily production records from our two lines, group-a and group-b, and I want to see how defects cluster across the range.”
Production output frequency binning
“Take these 80 manufacturing records and compute a 5-bin equal-width histogram on the units field so I can see which output range most of our production days fall into.”
Quality control spread visualization
“I have 150 records from our factory floor covering the last quarter — can you calculate a 15-bin histogram on the defects field so I can identify if we have outlier days with unusually high defect counts?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-histogram?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, local equal-width histogram over manufacturing production or defect data with up to 200 records and no external data dependencies. It is ideal for quality control analysis, production output distribution checks, and quick statistical profiling of factory line data. Prefer it over general-purpose analytics tools when you want a bounded, deterministic computation at low cost ($0.01 USDC) with no latency from external API calls.
Side effects
- Empty or missing rows array returns validation error
- bin count outside 1–30 range is rejected
- rows exceeding 200 records are rejected
- null values in the selected field may reduce effective record count
- invalid date format (non-YYYY-MM-DD) causes record-level rejection
- field value not in enum ['units','defects'] returns schema error
- row_id missing or empty string fails required field validation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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