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Validation Rule Results Analytics: Numeric Distribution + Two-Measure Correlation
x402
Validation Rule Results 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 2026-10-11).
Computes numeric distribution statistics and two-measure correlation for up to 200 validation rule result records (passed_rules, total_rules).
Price / call$0.01
Success—
StatusUnknown
How this service works
Validation rule results — Numeric distribution + Two-measure correlation: Numeric distribution + Two-measure correlation for supplied validation rule results records (passed_rules, total_rules). 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 independent analytical reports: (1) a numeric distribution report for the selected measure (passed_rules or total_rules) showing statistical spread, and (2) a two-measure correlation report between passed_rules and total_rules across the supplied rows. Both reports are computed locally from user-supplied data without external lookups.
Example use cases
Data quality pipeline health check
“I have 150 rows of validation results from my ETL pipeline — each row has a date, dataset group, number of rules passed, and total rules checked. Can you run the numeric distribution and correlation analysis on passed_rules so I can see how rule compliance is trending?”
Audit report for data governance team
“We need a statistical summary of our validation rule results for the Q3 audit. I have 200 records with passed_rules and total_rules per dataset group — can you compute the numeric distribution and the correlation between those two measures?”
Comparing rule compliance across dataset groups
“I want to understand whether datasets that have more total_rules tend to also have more passed_rules. Can you run a two-measure correlation between passed_rules and total_rules on my 80 validation records and also show me the numeric distribution of passed_rules?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-08-081?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a numeric distribution summary and a correlation analysis between passed_rules and total_rules for validation rule result data in a single API call. It is ideal for data quality monitoring workflows, governance audits, or ETL pipeline health checks where you have up to 200 rows of rule outcome records and want two complementary statistical perspectives at a low fixed cost.
Side effects
- Fewer than 1 row submitted — request rejected
- More than 200 rows submitted — exceeds maximum row limit
- Missing required fields (row_id, dataset_group, date, passed_rules, total_rules) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Null or non-numeric values in both measure columns may degrade correlation computation
- Payment of 0.01 USDC not completed — endpoint returns 402
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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