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Validation Rule Results — Category Frequencies + Base-100 Series
x402
Validation Rule Results — Category Frequencies + Base-100 Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-12).
Analyzes validation rule result records (passed_rules, total_rules) to produce category frequency distributions and base-100 indexed series, up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Validation rule results — Category frequencies + Base-100 series: Category frequencies + Base-100 series 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 analytical reports for the supplied rows: (1) category frequency counts/proportions grouped by dataset_group for the chosen field (passed_rules or total_rules), and (2) a base-100 indexed series anchored at the specified base_index row, enabling relative trend comparison — all computed locally without external lookups.
Example use cases
Data quality audit across pipeline groups
“I have daily validation rule results for two pipeline groups over the past month — can you compute category frequencies and a base-100 index for passed_rules, starting from the first row, so I can see how each group's pass rate compares?”
Tracking rule compliance trends over time
“Here are 50 rows of validation rule records by date and dataset group. Can you run both a category frequency report and a base-100 series on total_rules, indexed to row 0, so I can see how compliance has trended?”
Benchmarking validation health for a new dataset
“I just onboarded a new dataset and want to benchmark its validation rule health. Can you analyze these 30 records using passed_rules, give me the category frequency breakdown and a base-100 series starting from index 0?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-08-105?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of validation rule result records and need both a category frequency distribution and a base-100 indexed trend series in a single affordable call ($0.01 USDC). It is ideal for data quality monitoring pipelines, compliance audits, and dataset benchmarking where no external lookup or live data is needed — everything runs on supplied data using local analytical engines.
Side effects
- Missing required fields (row_id, dataset_group, date, passed_rules, total_rules) cause validation errors
- More than 200 rows submitted exceeds the maximum and will be rejected
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- base_index out of range (0–199) causes an error
- Null numeric values for passed_rules or total_rules may reduce report completeness
- Malformed JSON body returns a 400-level error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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