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Pipeline Durations Analytics: Numeric Distribution + Two-Measure Correlation
x402
Pipeline Durations Analytics: Numeric Distribution + Two-Measure Correlation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Computes a numeric distribution report for pipeline run_seconds and a two-measure correlation report between run_seconds and processed_rows for supplied pipeline duration records (up to 200 rows).
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Numeric distribution + Two-measure correlation: Numeric distribution + Two-measure correlation for supplied pipeline durations records (run_seconds, processed_rows). 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 numeric distribution report for the chosen field (run_seconds or processed_rows), including descriptive statistics such as min, max, mean, percentiles, and spread; and (2) a two-measure correlation report quantifying the linear relationship between run_seconds and processed_rows across the supplied rows. No external data is fetched; all analysis is performed locally on the supplied records.
Example use cases
ETL pipeline throughput correlation check
“I have 120 rows of daily pipeline run logs with run_seconds and processed_rows fields. Can you analyze whether there's a correlation between how long a pipeline runs and how many rows it processes, and also give me the distribution of run times?”
Performance anomaly detection in pipelines
“We've been tracking pipeline durations across two dataset groups over the past quarter — about 80 records with run_seconds and processed_rows. Can you give me the numeric distribution of run_seconds and a correlation report between run time and rows processed so I can spot anomalies?”
Data engineering team pipeline benchmarking
“Our data engineering team wants to benchmark pipeline efficiency. I have 60 records with run_seconds and processed_rows. Can you compute a distribution of the run seconds and check the two-measure correlation between duration and throughput?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-081?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 pipeline duration records with run_seconds and processed_rows fields and need both a statistical distribution summary and a two-measure correlation report in a single paid call. Ideal for data engineers and analysts who want local, offline-style statistical analysis without sending data to a third-party ML service or standing up their own analytics infrastructure.
Side effects
- Fewer than 1 row submitted — request rejected
- More than 200 rows submitted — request rejected with maxItems violation
- Missing required fields (row_id, date, run_seconds, processed_rows, dataset_group) in any row — validation error
- Invalid date format (not YYYY-MM-DD) — pattern validation failure
- Null values in numeric fields may reduce correlation reliability
- 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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