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Tutoring Sessions — Duplicate Key Report & Numeric Distribution
x402
Tutoring Sessions — Duplicate Key Report & Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).
Analyzes up to 200 tutoring session records to produce two reports: a duplicate key report and a numeric distribution for session_minutes or session_count.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution 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
Two independent analytical reports: (1) a duplicate key report identifying rows with repeated row_id values across the supplied records, and (2) a numeric distribution breakdown of the selected numeric field (session_minutes or session_count), covering up to 200 rows of tutoring session data.
Example use cases
Auditing tutoring data before reporting
“I need to check my tutoring session export for duplicate row IDs and also see how session_minutes are distributed — can you run both reports on these 120 rows before I send them to the department head?”
Detecting data entry errors in course logs
“We've been logging sessions for group-a and group-b all semester and I suspect some rows got entered twice — can you run a duplicate key report on these records and also give me a numeric distribution of session_count?”
Quality check before database import
“Before I import this tutoring session CSV into our database, can you identify any duplicate row IDs and show me the distribution of session_minutes across all 80 rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two simultaneous data quality reports — duplicate key detection and numeric distribution — on tutoring session records with fields like session_minutes and session_count, without needing external lookups, predictions, or live data. Best suited for pre-import validation, data auditing, and exploratory data profiling on education datasets up to 200 rows.
Side effects
- Exceeding 200 rows returns an error or truncated result
- Missing required fields (row_id, date, course_group) cause validation failure
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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