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Tutoring Sessions — Record Quality Audit + Grouped Numeric Summary
x402
Tutoring Sessions — Record Quality Audit + 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 2026-10-26).
Runs two local analytical reports on tutoring session data: a record quality audit and a grouped numeric summary for session_minutes or session_count, covering up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary 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 reports: (1) a record quality audit flagging issues such as missing values, out-of-range numbers, or malformed dates across the submitted rows; and (2) a grouped numeric summary aggregating the selected field (session_minutes or session_count) by course_group. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Course group performance audit
“I have 120 tutoring session records across several course groups — can you run a record quality audit on them and give me a grouped summary of session_minutes so I can see which groups have the most tutoring time?”
Data cleaning before reporting
“Before I submit my monthly education report, can you check these 80 tutoring session rows for any quality issues and summarize the session_count by course group so I can spot anomalies?”
Weekly session analytics for admin
“Here are this week's tutoring session logs — 40 rows with date, course_group, session_minutes, and session_count. Please audit the record quality and give me a grouped numeric breakdown of session_count by course group.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-005?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a grouped numeric summary for tutoring session records in a single call, without requiring live data lookups, predictions, or external integrations. Ideal for education data pipelines, reporting workflows, or pre-submission validation where up to 200 rows need two bundled analytical reports cheaply at $0.01 USDC.
Side effects
- Input array exceeds 200 rows — request will be rejected
- Missing required fields (row_id, course_group, date, session_minutes, session_count) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- Field enum value not one of session_minutes or session_count causes error
- Empty rows array rejected due to minItems:1 constraint
- Payment of 0.01 USDC not included or fails — request not processed
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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