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Data Validation Results – Grouped Numeric Summary
x402
Data Validation Results – Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Computes a grouped numeric summary (descriptive statistics) over data validation result records, segmented by rule group, date, and selected metric field.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data validation results - Grouped numeric summary: Grouped numeric summary 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 grouped numeric summary report.
Output
Returns a grouped numeric summary report containing descriptive statistics (e.g. count, min, max, mean, sum) for the selected numeric field (checked_records or failed_records), segmented by the rule group present in the input rows.
Example use cases
Daily QA pipeline failure breakdown
“I ran my data quality checks today across two rule groups — 'null_check' had 5 failures out of 100 records on 2026-11-01, and 'range_check' had 12 failures out of 80 records. Can you group these by rule and give me a numeric summary for failed_records so I can see which rule is hurting most?”
Monitoring checked record volume by rule
“I want to see descriptive stats on how many records are being checked across my validation rules over the past week. Here are 8 rows of daily validation results — group them by rule and summarize the checked_records field.”
Audit report for data pipeline compliance
“Our compliance team needs a grouped summary of validation results from last month's pipeline run. I have about 50 records with rule names, dates, and failed/checked counts — can you group them by rule and compute the numeric summary for failed_records so we can include it in the audit report?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-validation-results-group-summary?utm_source=zero.xyzWhen to prefer
Use this endpoint when you have up to 200 typed data validation result records and need a quick grouped descriptive analytics report broken down by rule. It requires no external enrichment or forecasting — purely local statistical aggregation. Ideal for QA pipeline monitoring, compliance auditing, or surfacing which validation rules are generating the most failures, at a low flat cost of $0.01 USDC per call.
Side effects
- Empty or missing rows array returns an error
- More than 200 rows submitted exceeds the maxItems limit and is rejected
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Non-numeric values in checked_records or failed_records where numbers are expected
- field enum value not one of 'checked_records' or 'failed_records' causes rejection
- row_id missing or empty string triggers required field validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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