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Transformation Throughput Analytics — Base-100 Series + Equal-Width Histogram
x402
Transformation Throughput Analytics — Base-100 Series + 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 2026-10-28).
Generates two local analytical reports — a Base-100 indexed series and an equal-width histogram — for transformation throughput data (processed_rows or duration_seconds) supplied by the caller, across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Base-100 series + Equal-width histogram: Base-100 series + Equal-width histogram for supplied transformation throughput records (processed_rows, duration_seconds). 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 analytical reports: (1) a Base-100 indexed series showing each row's selected metric value normalized relative to the specified base row, and (2) an equal-width histogram with the requested number of bins showing the frequency distribution of the selected metric across all supplied rows.
Example use cases
ETL pipeline throughput trend analysis
“I have 120 daily transformation job records with processed_rows and duration_seconds — can you index them to a base-100 series starting from the first row and also show me a 10-bin histogram of processed_rows so I can see how throughput has shifted over time?”
Data pipeline runtime distribution review
“Here are 80 transformation run records from last quarter. Generate a 5-bin equal-width histogram for duration_seconds and a base-100 series anchored to row 0 so I can understand how runtimes are distributed and how they've changed relative to baseline.”
Batch processing performance benchmarking
“I've got 200 rows of batch job data with processed_rows and duration_seconds. Run both a base-100 normalization anchored to row 10 and a 15-bin histogram on duration_seconds so I can benchmark performance across dataset groups.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-163?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 transformation throughput records and need both a time-indexed normalized series and a frequency histogram computed together in a single call at low cost ($0.01 USDC for both reports). It is best suited for offline/batch analytical use on supplied data — not for live pipeline monitoring, predictions, or external data lookups.
Side effects
- More than 200 rows submitted — request rejected
- Required fields (row_id, date, processed_rows, duration_seconds) missing from row objects — validation error
- base_index out of range for supplied row count — error
- bins value outside 1–30 range — validation error
- All values for selected field are null — histogram or index computation fails
- Invalid date format (not YYYY-MM-DD) — schema validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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