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Transformation Throughput Analytics: Category Frequencies + Secondary-Measure Weighted Mean
x402
Transformation Throughput Analytics: Category Frequencies + 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 2026-10-15).
Computes category-level frequencies and a secondary-measure weighted mean for transformation throughput records (processed_rows, duration_seconds) across up to 200 rows in two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Category frequencies + Secondary-measure weighted mean: Category frequencies + 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 independent analytical reports: (1) category frequencies showing how often each dataset_group value appears in the submitted rows, and (2) a weighted mean of the selected measure field (processed_rows or duration_seconds) with the other measure used as the weight — summarized across up to 200 input records.
Example use cases
ETL pipeline group distribution audit
“I have 150 transformation run records with dataset_group, processed_rows, and duration_seconds. Can you compute how frequently each dataset group appears and give me the weighted mean of processed_rows (weighted by duration_seconds) across all groups?”
Duration-weighted throughput summary by category
“Here are my batch processing logs for last month — each row has a dataset_group, a date, processed_rows, and duration_seconds. Give me the category frequency counts per group and the duration-weighted mean of duration_seconds so I can see which groups are slowest on average.”
Pipeline performance reporting for multiple teams
“We have transformation throughput data from four different dataset groups across 200 rows. I need a report showing how many rows belong to each group (category frequencies) and the weighted average of processed_rows weighted by duration_seconds — both as separate reports in one call.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-109?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have transformation throughput records (ETL or pipeline logs) with categorical groupings and two numeric measures, and you need both a frequency distribution of categories AND a weighted mean in a single cost-efficient call. Ideal when you have up to 200 rows and want self-contained local computation with no external data lookups or live integrations.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) on any row — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (±1,000,000,000,000) — rejection
- All values for the selected measure are null — weighted mean cannot be computed
- Payment of 0.01 USDC not completed — 402 Payment Required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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