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Transformation Throughput Analytics: Grouped Summary & Correlation
x402
Transformation Throughput Analytics: Grouped Summary & 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).
Analyzes transformation throughput records by computing a grouped numeric summary and a two-measure correlation (processed_rows vs duration_seconds) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Grouped numeric summary + Two-measure correlation: Grouped numeric summary + 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 grouped numeric summary with descriptive statistics (mean, min, max, etc.) for processed_rows or duration_seconds broken down by dataset_group, and (2) a two-measure correlation report quantifying the relationship between processed_rows and duration_seconds across the supplied records.
Example use cases
ETL pipeline performance review
“I have 50 transformation job records with dataset_group, processed_rows, and duration_seconds columns — can you group them by dataset_group to get summary stats and also tell me how strongly processed_rows correlates with duration_seconds?”
Identifying slow dataset groups
“Here are my daily transformation throughput logs for the past month across three dataset groups. Give me a grouped numeric summary so I can see which group has the highest average duration_seconds, and also compute the correlation between processed_rows and duration_seconds.”
Pipeline efficiency benchmarking
“I'm benchmarking two data pipeline configurations — group-a and group-b — and I have 120 rows of throughput data with processed_rows and duration_seconds. Can you summarize the numbers by group and show me the correlation between those two measures?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-095?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have transformation throughput records (processed_rows, duration_seconds) and need both a grouped descriptive summary and a correlation analysis in a single call for up to 200 rows, without requiring any live data lookup, prediction, or external integrations. Ideal for data engineers and analysts who want quick, self-contained statistical reporting on ETL or pipeline performance data.
Side effects
- More than 200 rows submitted — request exceeds row limit
- Missing required fields (row_id, dataset_group, date, processed_rows, or duration_seconds) cause validation error
- Invalid date format (must be YYYY-MM-DD)
- All values for a measure are null — correlation cannot be computed
- Numeric values outside allowed range (±1,000,000,000,000) rejected
- Fewer than 1 row submitted — minimum not met
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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