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Transformation Throughput Analytics: Equal-Width Histogram + Two-Measure Correlation
x402
Transformation Throughput Analytics: Equal-Width Histogram + 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 an equal-width histogram and a two-measure Pearson/Spearman correlation for supplied transformation throughput records (processed_rows, duration_seconds) — up to 200 rows, two reports per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Equal-width histogram + Two-measure correlation: Equal-width histogram + 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 analytical reports: (1) an equal-width histogram showing bin boundaries and record counts for the chosen field (processed_rows or duration_seconds), and (2) a two-measure correlation report quantifying the statistical relationship between processed_rows and duration_seconds across the supplied rows. No external lookups or live data — pure local computation on your supplied records.
Example use cases
ETL pipeline throughput distribution
“I've got 120 pipeline run records each with a processed_rows count and duration_seconds — can you bucket the processed_rows into 8 equal-width bins to see the distribution, and also compute the correlation between processed_rows and duration_seconds?”
Batch job performance correlation check
“Here are 80 transformation job records with their row counts and durations — I want to know how strongly processed rows correlate with duration_seconds and see a 5-bin histogram of the duration_seconds field.”
Dataset group throughput comparison
“I have 60 ETL records tagged with dataset_group names, each with processed_rows and duration_seconds — can you give me a 10-bin equal-width histogram on processed_rows and the two-measure correlation report between those two metrics?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-171?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 transformation/ETL throughput records and need both a histogram distribution view and a correlation analysis between processed row counts and job duration in a single cheap ($0.01 USDC) call. Prefer it over general-purpose statistics tools when your data is already in the processed_rows/duration_seconds schema and you want two complementary statistical reports without standing up your own analytics infrastructure.
Side effects
- Exceeding 200 rows causes a validation error
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- bins value outside 1–30 range is rejected
- Missing required fields (row_id, date, processed_rows, duration_seconds) cause row-level validation failures
- All-null values in the chosen field may produce an empty or degenerate histogram
- Constant values in one measure may yield undefined or trivial correlation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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