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Pipeline Durations String Normalisation + Equal-Width Histogram
x402
Pipeline Durations String Normalisation + Equal-Width Histogram 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).
Generates string normalisation and equal-width histogram reports for pipeline duration records (run_seconds, processed_rows) from up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — String normalisation + Equal-width histogram: String normalisation + Equal-width histogram 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
Two analytical reports per call: (1) a string normalisation report for the selected field across supplied pipeline records, and (2) an equal-width histogram breaking the field values into the specified number of bins with frequency counts and bin boundary ranges. Results are computed locally on the submitted data with no external lookups.
Example use cases
ETL pipeline duration distribution analysis
“I have 120 pipeline run records with run_seconds and processed_rows — can you generate a 5-bin equal-width histogram and string normalisation report for run_seconds so I can see how our ETL durations are distributed?”
Processed rows frequency bucketing
“Run a histogram with 8 bins on the processed_rows field for my 80 pipeline records — I want to understand the frequency distribution of how many rows each pipeline job handles.”
Data pipeline performance audit
“I've got daily pipeline run data for the past quarter, about 90 rows per dataset group. Can you do a string normalisation plus equal-width histogram report with 10 bins on the run_seconds values so I can spot any anomalies in job duration?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-031?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have pipeline execution records and need both a statistical normalisation summary and a frequency histogram for either run_seconds or processed_rows without any external data lookup or prediction. Ideal for offline/batch analytical summaries of up to 200 ETL or data pipeline run records. Prefer over general-purpose analytics APIs when you need both reports bundled cost-effectively at $0.01 per call.
Side effects
- Exceeding 200 rows causes rejection — trim input to at most 200 records
- Invalid date format (not YYYY-MM-DD) triggers schema validation error
- Bins value outside 1–30 range is rejected
- Missing required fields (row_id, dataset_group, date, run_seconds, processed_rows) cause item-level errors
- Null values in run_seconds or processed_rows may affect histogram accuracy
- Payment of 0.01 USDC required per call via x402 protocol — missing payment returns 402
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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