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Tutoring Sessions Duplicate Key Report + Category Frequencies
x402
Tutoring Sessions Duplicate Key Report + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).
Analyzes tutoring session records to produce a duplicate key report and category frequency breakdown for session_minutes and session_count fields across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies 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 any repeated row_id values across the submitted tutoring session records, and (2) a category frequency table showing how often each unique value appears in categorical fields like course_group and date — both computed locally on the supplied data without external lookups.
Example use cases
Duplicate detection in session logs
“I've got a batch of tutoring session records — about 80 rows with row_id, course_group, date, session_minutes, and session_count — and I suspect some row IDs are duplicated. Can you run a duplicate key report on them and also give me the frequency breakdown by course_group?”
Course group frequency audit
“My education data team uploaded 150 tutoring session records. Can you tell me how many times each course_group appears in the data and flag any rows where the row_id is repeated more than once?”
Pre-import data quality check
“Before I load these 120 tutoring session rows into our database, can you check them for duplicate row IDs and give me a count of how frequently each course_group and date shows up in the dataset?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-057?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tutoring or education session data (up to 200 rows) and need both a duplicate key audit and category frequency breakdown in a single cost-effective call ($0.01 USDC). Ideal for data quality checks before ingestion, periodic audits of session logs, or exploratory analysis of course group distributions — without needing a live database or external analytics platform.
Side effects
- Rows array exceeds 200-item limit — request rejected
- Missing required fields (row_id, course_group, date, session_minutes, session_count) on any row — validation error
- Invalid date format (must match YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — rejected
- Empty rows array — minimum 1 item required
- Payment failure or insufficient USDC balance — 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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