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Tutoring Sessions Duplicate Key Report + Numeric Row Ordering
x402
Tutoring Sessions Duplicate Key Report + 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 2026-10-25).
Analyzes supplied tutoring session records to produce a duplicate key report and a numeric row ordering report for session_minutes or session_count fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Duplicate key report + Numeric row ordering: Duplicate key report + 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 duplicate key report identifying rows with repeated key values across the supplied tutoring session records, and (2) a numeric row ordering report ranking records by the selected numeric field (session_minutes or session_count). Covers up to 200 input rows with no external lookups or predictions.
Example use cases
Data quality audit for tutoring logs
“I have a CSV of tutoring session records with row_id, course_group, date, session_minutes, and session_count — can you check for any duplicate keys and give me a numeric ordering of all rows ranked by session_minutes?”
Ranking courses by engagement volume
“Take these tutoring session records across multiple course groups and dates, and give me a duplicate key report plus rank the rows numerically by session_count so I can see which sessions had the highest engagement.”
Pre-import validation for session database
“Before I import these 150 tutoring session rows into our database, can you run a duplicate key report and a numeric ordering report on them sorted by session_minutes to catch any data issues?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-058?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to perform data quality checks (duplicate detection) and numeric ordering on tutoring session datasets of up to 200 rows without requiring live data lookups, ML predictions, or external integrations. Ideal for pre-import validation, education analytics pipelines, or lightweight reporting on structured session data at low cost ($0.01 USDC for both reports).
Side effects
- Input 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 (must match YYYY-MM-DD pattern) triggers schema rejection
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) fail validation
- Invalid field enum value (must be session_minutes or session_count) causes error
- Empty rows array rejected due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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