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Transformation Throughput Analytics: Date-Category Pivot + Keyed Dataset Comparison
x402
Transformation Throughput Analytics: Date-Category Pivot + Keyed Dataset Comparison 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 on transformation throughput records — a date-by-category pivot table and a keyed dataset comparison — using supplied processed_rows and duration_seconds data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Date by category pivot + Keyed dataset comparison: Date by category pivot + Keyed dataset comparison 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 date-by-category pivot table showing the selected metric (processed_rows or duration_seconds) broken down by date rows and dataset_group columns, and (2) a keyed dataset comparison highlighting differences between the primary and secondary supplied datasets — all computed locally with no external lookups.
Example use cases
ETL pipeline daily throughput breakdown
“I have two weeks of ETL run records with processed_rows and duration_seconds per dataset_group — can you pivot them by date and category so I can see which groups processed the most rows on which days?”
Before-and-after pipeline comparison
“I ran the same transformation pipeline twice with slightly different configs. Can you compare the two result datasets keyed by row_id and dataset_group so I can spot where processed_rows or duration_seconds differ?”
Multi-group duration analysis
“I've got 150 transformation throughput records across four dataset groups. Can you give me both a date-by-category pivot on duration_seconds and a side-by-side comparison with last month's baseline dataset?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-188?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have transformation throughput records (with processed_rows and duration_seconds) and need both a date-by-category pivot and a keyed comparison between two dataset snapshots in a single $0.01 call. Ideal for ETL monitoring, pipeline benchmarking, and batch analytics on up to 200 rows without requiring external data sources or live lookups.
Side effects
- Exceeds 200-row limit — request rejected or truncated
- Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) — validation error
- Malformed date format (not YYYY-MM-DD) — schema validation failure
- Empty rows array — minimum 1 item required
- Invalid field enum value — must be 'processed_rows' or 'duration_seconds'
- No 'other' dataset supplied when comparison report is expected — may return empty comparison
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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