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Pipeline Durations Equal-Width Histogram and IQR Outlier Flags
x402
Pipeline Durations Equal-Width Histogram and IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-18).
Generates equal-width histogram distributions and IQR-based outlier flags for pipeline duration metrics (run_seconds and processed_rows) from supplied records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags 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) an equal-width histogram showing bin ranges and record counts for the selected field (run_seconds or processed_rows), and (2) IQR-based outlier flags identifying which row_ids fall below Q1-1.5×IQR or above Q3+1.5×IQR — all computed locally from the supplied records with no external data lookup.
Example use cases
ETL pipeline duration outlier detection
“I have logs from our nightly ETL jobs — here are 120 records with run_seconds and processed_rows for each run. Can you build a 10-bin histogram and flag any runs that are IQR outliers in run_seconds so I can investigate the slow ones?”
Data volume distribution analysis
“We process data in batches and I want to understand the distribution of processed_rows across our last 80 pipeline runs. Use 8 equal-width bins and flag outliers using IQR on the processed_rows field — here are the records.”
Pipeline group performance audit
“I need to compare pipeline duration spread across two dataset groups — group-a and group-b. Here are 150 records with dates and run_seconds. Give me a 5-bin histogram and IQR outlier flags for run_seconds so I can see which runs were abnormal.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-170?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have raw pipeline execution records and need both a histogram distribution and IQR outlier detection in a single API call without setting up a local analytics environment. It is well-suited for up to 200 rows of pipeline telemetry data where you need fast, self-contained statistical summaries with no external dependencies or live data lookups.
Side effects
- Fewer than 1 row submitted — validation error
- More than 200 rows submitted — request rejected
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Bins value outside 1–30 range — rejected
- Null values in run_seconds or processed_rows may affect IQR computation
- Unknown field value (not run_seconds or processed_rows) — enum validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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