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Transformation Throughput Analytics — Equal-Width Histogram + Date by Category Pivot
x402
Transformation Throughput Analytics — Equal-Width Histogram + Date by Category Pivot 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 analytical reports — an equal-width histogram and a date-by-category pivot — over transformation throughput records (processed_rows, duration_seconds) for up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Equal-width histogram + Date by category pivot: Equal-width histogram + Date by category pivot 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 the frequency distribution of the chosen metric (processed_rows or duration_seconds) across the specified number of bins, and (2) a date-by-category pivot table summarizing values by date and dataset_group. Both reports are computed locally from the supplied rows with no external data lookups.
Example use cases
ETL pipeline throughput distribution audit
“I have logs from our nightly ETL runs — each row has a date, dataset_group, processed_rows, and duration_seconds. Can you build a histogram with 8 bins on processed_rows so I can see how the volume is distributed across jobs?”
Dataset group performance pivot over time
“Here are 120 transformation records across three dataset groups over the past month. Can you pivot them by date and dataset_group so I can see how processed_rows totals change per group each day?”
Duration analysis for slow transformation jobs
“I've got 200 transformation throughput records and I want to understand the spread of duration_seconds — run an equal-width histogram with 5 bins and also show me a date-by-category breakdown so I can spot which groups are slowest.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-173?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have transformation throughput records (ETL or data pipeline jobs) and need both a histogram distribution view and a date-by-category pivot in a single low-cost call. Ideal for data engineers monitoring pipeline performance, auditing processing volume spread, or comparing group-level throughput trends over time — without needing live data lookup, prediction, or external integrations.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, date, processed_rows, duration_seconds) on any row — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- bins value outside 1–30 range — rejected with schema error
- Null values in the selected field may affect histogram bin boundaries
- Empty rows array — minimum 1 row required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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