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Equipment Runtime Category Frequencies
x402
Equipment Runtime Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Computes frequency distributions across machine/category groups from equipment runtime records (run hours and downtime hours) for up to 200 rows of input data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Equipment runtime - Category frequencies: Category frequencies for Equipment runtime. 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 category frequencies deliverable.
Output
A bounded category frequencies deliverable containing counts of how many records belong to each machine/category group, computed locally from the supplied runtime rows. Returns frequency totals per distinct machine value across up to 200 input records.
Example use cases
Fleet utilization category breakdown
“I have daily runtime logs for 50 machines across three groups — can you give me a frequency count of how many records belong to each machine category? Here are the rows with each machine name, date, run hours, and downtime hours.”
Maintenance scheduling by machine group
“I want to see how often each machine group shows up in our downtime records this month — can you compute the category frequencies from these 120 runtime entries so I can prioritize which group to schedule maintenance for?”
Auditing data coverage per equipment type
“Before I run an availability analysis, I need to verify how many records we have per machine category in this dataset of 80 entries — can you give me the category frequency counts so I can check if any equipment groups are underrepresented?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-analytics-equipment-runtime-category-counts?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, cheap ($0.01 USDC) local frequency count of equipment categories from a bounded dataset (up to 200 rows) without needing external data enrichment, forecasting, or time-series analysis. Ideal for pre-analysis data auditing, quick summarization of machine group distributions, or feeding category counts into downstream analytics pipelines.
Side effects
- Input array is empty (minItems violation) — request rejected
- More than 200 rows supplied (maxItems violation) — request rejected
- Missing required fields (row_id, machine, date, run_hours, downtime_hours) on any row — validation error
- Date field does not match YYYY-MM-DD pattern — validation error
- row_id exceeds 80 characters or is empty — validation error
- Payment of 0.01 USDC not provided or rejected — 402 Payment Required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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