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Transformation Throughput Analytics — Numeric Distribution + Base-100 Series
x402
Transformation Throughput Analytics — Numeric Distribution + Base-100 Series 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 a numeric distribution report and a base-100 index series for supplied transformation throughput records (processed_rows, duration_seconds) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Numeric distribution + Base-100 series: Numeric distribution + Base-100 series 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 for the supplied data: (1) a numeric distribution summary (e.g. min, max, mean, percentiles, spread) for the selected field, and (2) a base-100 index series anchored at the specified row, both computed locally without any external lookup or prediction.
Example use cases
ETL pipeline throughput distribution audit
“I have daily ETL run records with processed_rows and duration_seconds for two groups over the past week — can you give me the numeric distribution and a base-100 series for processed_rows starting from day 0 so I can see how throughput has shifted?”
Normalize duration trends across dataset groups
“Run a base-100 index on the duration_seconds field for my transformation jobs and also show me the full numeric distribution — I've got 50 rows across group-a and group-b and want the index anchored to row index 0.”
Benchmark batch job performance over time
“I want to see the statistical distribution and a base-100 normalized trend for processed_rows in my batch pipeline runs — here are 120 records with row_id, date, dataset_group, processed_rows, and duration_seconds. Use row index 10 as the base.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-078?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have flat transformation throughput records (processed_rows, duration_seconds) and need both a statistical distribution and a normalized base-100 trend series in a single call, without requiring external data sources, real-time lookups, or predictions. It is ideal for offline or post-hoc analysis of ETL or pipeline run logs.
Side effects
- Missing required fields (row_id, date, processed_rows, duration_seconds) causes validation error
- More than 200 rows submitted exceeds the maxItems limit
- Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure
- base_index out of range (0–199) relative to the supplied rows causes error
- All values null for the selected field results in degenerate or empty distribution
- Payment not provided or insufficient USDC causes x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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