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Schema Conformity Analytics: Category Frequencies + Numeric Row Ordering
x402
Schema Conformity Analytics: Category Frequencies + Numeric Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).
Analyzes schema conformity records (valid_records, checked_records) to produce category frequency distributions and numeric row ordering reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied schema conformity records (valid_records, checked_records). 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 category frequency table showing how often each dataset_group value appears in the submitted rows, and (2) a numeric row ordering ranking rows by the specified field (valid_records or checked_records). Results are computed locally from the supplied data with no external lookups.
Example use cases
Data quality audit by group
“I've got 150 rows of schema conformity records across groups like 'group-a' and 'group-b' with dates and valid_records counts — can you give me the category frequencies and row ordering sorted by valid_records so I can see which groups are most and least compliant?”
Ranked conformity leaderboard
“For my dataset quality monitoring, I need to rank all 80 rows in my conformity log by checked_records value and also see how many rows fall into each dataset_group — can you run both reports?”
Batch conformity summary for reporting
“I need a summary of our schema conformity data for the monthly report: take these 200 rows with dataset_group and checked_records fields and give me the group frequency counts plus a numeric ordering of rows by checked_records.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-100?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of schema conformity records and need both a category frequency breakdown by dataset group AND a numeric ordering of rows by a conformity metric in a single $0.01 call. It is ideal for lightweight, offline analytical summaries of data quality or validation audit logs without requiring external data sources or real-time computation.
Side effects
- Fewer than 1 row submitted — minimum of 1 row required
- More than 200 rows submitted — exceeds maximum limit
- Missing required row fields (row_id, dataset_group, date, valid_records, checked_records) — validation error
- Date field not in YYYY-MM-DD format — pattern mismatch error
- Invalid field enum value (must be valid_records or checked_records)
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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