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Data Validation Results — Equal-Width Histogram
x402
Data Validation Results — 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).
Computes an equal-width histogram over checked_records or failed_records fields from up to 200 data validation result rows, returning a local descriptive analytics report.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data validation results - Equal-width histogram: Equal-width histogram for Data validation results. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded equal-width histogram report.
Output
A bounded equal-width histogram report containing bin boundaries and record counts (frequencies) for the selected numeric field (checked_records or failed_records) across all supplied validation rows, with the number of bins as specified (1–30, default 5).
Example use cases
Pipeline failure distribution audit
“I have 120 validation result rows from our nightly ETL pipeline — each has a rule name, date, checked_records, and failed_records. Can you bin the failed_records into 8 equal-width bins and show me the frequency distribution so I can spot where most failures cluster?”
Data quality rule comparison
“I want to see a histogram of checked_records across 5 bins for these 60 validation results tagged with rules like 'not-null', 'range-check', and 'format-check' — dates range from 2024-01-01 to 2024-03-31. Show me the distribution.”
Compliance validation trend summary
“We ran data validation checks daily for the past 200 days. Can you compute a 15-bin equal-width histogram over the failed_records column from our results so our compliance team can see the overall shape of failure counts?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-validation-results-histogram?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, local descriptive frequency distribution of data validation metrics (checked or failed record counts) without any enrichment, forecasting, or external data — ideal for data quality observability pipelines, compliance audits, and quick exploratory analysis of DQ run outputs at minimal cost ($0.01 per call).
Side effects
- Rows array empty or missing — minimum 1 row required
- More than 200 rows supplied — exceeds maxItems limit
- Invalid date format in any row — must match YYYY-MM-DD pattern
- bins value out of range — must be between 1 and 30
- field value not in enum ['checked_records','failed_records'] — rejected
- All numeric values null — histogram cannot be computed
- Payment not included or insufficient — x402 payment required at $0.01 USDC
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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