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Transformation Throughput — Equal-Width Histogram + Secondary-Measure Weighted Mean
x402
Transformation Throughput — Equal-Width Histogram + Secondary-Measure Weighted Mean 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 secondary-measure weighted mean for transformation throughput records (processed_rows, duration_seconds) from up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Equal-width histogram + Secondary-measure weighted mean: Equal-width histogram + Secondary-measure weighted mean 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 of the chosen primary field (processed_rows or duration_seconds) divided into the specified number of bins, showing frequency distribution across bins; and (2) a weighted mean of the secondary measure where weights are derived from the primary measure — all computed locally from the supplied row data with no external lookups.
Example use cases
ETL pipeline performance distribution
“I have data from 120 ETL runs with processed_rows and duration_seconds for each. Can you bucket the processed_rows values into 8 equal-width bins to show me the distribution, and also compute the weighted mean of duration_seconds weighted by processed_rows?”
Dataset group throughput comparison
“I've got 80 transformation records across two dataset groups — group-a and group-b — each with processed_rows and duration_seconds. Give me a histogram of processed_rows in 5 bins so I can see how throughput is distributed across my runs.”
Batch job duration analysis
“Here are 200 batch job records with their processed_rows and duration_seconds. I want a 10-bin equal-width histogram of duration_seconds and the weighted mean of duration_seconds weighted by processed_rows so I can understand where most of my processing time is going.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-172?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to quickly analyze the statistical distribution and weighted central tendency of transformation throughput data (processed rows and duration) without needing external data, predictions, or professional assessment — especially when you want both a histogram and a weighted mean computed together in a single call for up to 200 records at minimal cost.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, date, processed_rows, duration_seconds) cause validation errors
- Bins parameter outside range 1–30 returns error
- Null values in processed_rows or duration_seconds may affect weighted mean calculation
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Payment of 0.01 USDC not included or rejected causes 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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