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Transformation Throughput Analytics — Numeric Distribution + Two-Measure Correlation
x402
Transformation Throughput Analytics — Numeric Distribution + Two-Measure Correlation 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).
Computes a numeric distribution report and a two-measure correlation report for transformation throughput records (processed_rows, duration_seconds) across up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Numeric distribution + Two-measure correlation: Numeric distribution + Two-measure correlation 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 independent analytical reports: (1) a numeric distribution report for the selected field (processed_rows or duration_seconds), including statistical spread measures, and (2) a two-measure correlation report showing the relationship between processed_rows and duration_seconds — all computed locally from the supplied rows with no external lookups.
Example use cases
ETL pipeline performance audit
“I have records from our nightly ETL jobs — each row has a date, a dataset group, how many rows were processed, and how many seconds it took. Can you run a numeric distribution on processed_rows and also check whether processed_rows and duration_seconds are correlated?”
Data team throughput benchmarking
“We ran 80 transformation jobs last month across two groups. Can you give me the numeric distribution of duration_seconds and the correlation between processed_rows and duration_seconds so we can benchmark performance?”
Detecting inefficient transformation batches
“I want to know if jobs that process more rows are also taking disproportionately longer. Can you compute the distribution of processed_rows and the two-measure correlation between processed_rows and duration_seconds for my 120 transformation records?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-081?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have transformation pipeline records with processed_rows and duration_seconds and want both a distributional summary and a correlation between those two measures in a single paid call. It is purpose-built for ETL/throughput analytics and bundles two reports for $0.01 USDC, making it efficient when both analyses are needed together. Prefer alternatives if you need grouped summaries, string normalization, or more than 200 rows.
Side effects
- More than 200 rows submitted — exceeds the maximum row limit
- Missing required fields (row_id, date, processed_rows, duration_seconds) on any row — validation error
- Invalid date format (must match YYYY-MM-DD pattern) — schema rejection
- All values null for the selected measure — distribution cannot be computed
- Insufficient variance in both measures — correlation may be undefined or degenerate
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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