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Tutoring Sessions Record Quality Audit and Numeric Row Ordering
x402
Tutoring Sessions Record Quality Audit and 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 2026-11-05).
Audits data quality and sorts rows numerically for tutoring session records containing session_minutes and session_count fields, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering for supplied tutoring sessions records (session_minutes, session_count). 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 record quality audit identifying issues such as missing values, out-of-range numbers, or malformed dates in the tutoring session rows, and (2) a numeric row ordering report that ranks rows by the selected field (session_minutes or session_count). Both reports are generated locally without external lookups.
Example use cases
Auditing online tutoring platform logs
“I have a week's worth of tutoring session records for two course groups — can you check them for data quality issues and rank all the rows by session_minutes so I can see which sessions were longest?”
Validating session count data before reporting
“Before I submit my monthly education report, can you audit the quality of these 50 tutoring session rows and order them by session_count so I can spot anomalies?”
Cleaning up imported session data
“I just imported tutoring session records from our LMS and I'm worried some rows have bad values — run a quality audit on these records and sort them numerically by session_minutes so I can review the worst ones first.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-007?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and numeric row ordering on tutoring session records in a single low-cost call. It is ideal for small-to-medium datasets (up to 200 rows) where you want to validate data integrity and sort rows by a numeric session field simultaneously, without needing live predictions, external enrichment, or professional assessment.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, date, session_minutes, session_count) — validation error
- Invalid date format (non-YYYY-MM-DD) — schema validation failure
- Field selector not one of 'session_minutes' or 'session_count' — enum validation error
- Empty rows array — minimum items constraint violation
- Payment not included or insufficient — x402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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