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Transformation Throughput Analytics: Category Frequencies + Numeric Row Ordering
x402
Transformation Throughput Analytics: Category Frequencies + Numeric Row Ordering 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 category frequencies (by dataset_group) and numeric row ordering for transformation throughput records (processed_rows, duration_seconds) — up to 200 rows, two analytical reports per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering 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) a category frequency table counting how many records belong to each dataset_group value, and (2) a numeric row ordering of records sorted by the specified field (processed_rows or duration_seconds). No predictions or external data are used — all analysis is performed on the supplied rows.
Example use cases
ETL group frequency breakdown
“Here are 120 transformation job records with dataset_group, processed_rows, and duration_seconds. Can you count how often each dataset_group appears and also rank the records by processed_rows from highest to lowest?”
Pipeline duration ranking report
“I've got a batch of 80 data pipeline runs. Give me two reports: one showing the frequency of each dataset_group, and one ranking all runs by duration_seconds so I can see which jobs took the longest.”
Throughput audit for data teams
“We ran 200 transformation jobs last month, each tagged with a dataset_group and a processed_rows count. Can you compute the group frequencies and order the rows by processed_rows so our data team can audit throughput performance?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-100?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, local, offline-style dual analytical report on transformation throughput data — specifically category frequency counts by dataset_group and numeric row ordering by a chosen numeric field — without needing live data lookup, ML predictions, or external enrichment. Ideal for lightweight ETL audit workflows, pipeline performance summaries, and agent-driven data quality checks on up to 200 rows per call.
Side effects
- More than 200 rows supplied — request will be rejected or truncated
- Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- Null values in processed_rows or duration_seconds may affect numeric ordering output
- Invalid enum value for 'field' parameter (must be 'processed_rows' or 'duration_seconds')
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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